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Lui BLJ, Yeo DST, Chandran NS. Diagnostic accuracy and photographic quality of in-patient teledermatology during the COVID-19 pandemic in Singapore. JAAD Int 2023; 12:46-48. [PMID: 37250855 PMCID: PMC10122569 DOI: 10.1016/j.jdin.2023.04.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/31/2023] Open
Affiliation(s)
| | - Dexter Shih Tong Yeo
- Department of Medicine, Dermatology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Nisha Suyien Chandran
- Division of Dermatology, Department of Medicine, National University Healthcare System, Singapore
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Bourkas AN, Barone N, Bourkas MEC, Mannarino M, Fraser RDJ, Lorincz A, Wang SC, Ramirez-GarciaLuna JL. Diagnostic reliability in teledermatology: a systematic review and a meta-analysis. BMJ Open 2023; 13:e068207. [PMID: 37567745 PMCID: PMC10423833 DOI: 10.1136/bmjopen-2022-068207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 08/01/2023] [Indexed: 08/13/2023] Open
Abstract
OBJECTIVES To compare teledermatology and face-to-face (F2F) agreement in primary diagnoses of dermatological conditions. DESIGN Systematic review and meta-analysis METHODS: MEDLINE, Embase, Cochrane Library (Wiley), CINAHL and medRxiv were searched between January 2010 and May 2022. Observational studies and randomised clinical trials that reported percentage agreement or kappa concordance for primary diagnoses between teledermatology and F2F physicians were included. Titles, abstracts and full-text articles were screened in duplicate. From 7173 citations, 44 articles were included. A random-effects meta-analysis was conducted to estimate pooled estimates. Primary outcome measures were mean percentage and kappa concordance for assessing diagnostic matches between teledermatology and F2F physicians. Secondary outcome measures included the agreement between teledermatologists, F2F dermatologists, and teledermatology and histopathology results. RESULTS 44 studies were extracted and reviewed. The pooled agreement rate was 68.9%, and kappa concordance was 0.67. When dermatologists conducted F2F and teledermatology consults, the overall diagnostic agreement was significantly higher at 71% compared with 44% for non-specialists. Kappa concordance was 0.69 for teledermatologist versus specialist and 0.52 for non-specialists. Higher diagnostic agreements were also noted with image acquisition training and digital photography. The agreement rate was 76.4% between teledermatologists, 82.4% between F2F physicians and 55.7% between teledermatology and histopathology. CONCLUSIONS AND RELEVANCE Teledermatology can be an attractive option particularly in resource-poor settings. Future efforts should be placed on incorporating image acquisition training and access to high-quality imaging technologies. TRIAL REGISTRATION NUMBER 10.17605/OSF.IO/FJDVG.
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Affiliation(s)
| | - Natasha Barone
- Faculty of Medicine and Health Sciences, McGill University Montreal, Montreal, Quebec, Canada
| | | | | | - Robert D J Fraser
- Nursing, Western University Arthur Labatt Family School of Nursing, London, Ontario, Canada
- Swift Medical, Toronto, Ontario, Canada
| | - Amy Lorincz
- Independent Researcher, Montreal, Qubec, Canada
| | - Sheila C Wang
- Swift Medical, Toronto, Ontario, Canada
- Dermatology, McGill University Department of Medicine, Montreal, Qubec, Canada
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Hilty DM, Serhal E, Crawford A. A Telehealth and Telepsychiatry Economic Cost Analysis Framework: Scoping Review. Telemed J E Health 2023; 29:23-37. [PMID: 35639444 DOI: 10.1089/tmj.2022.0016] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
Introduction: Despite a good evidence base for telepsychiatry (TP), economic cost analyses are infrequent and vary in quality. Methods: A scoping review was conducted based on the research question, "From the perspective of an economic cost analysis for telehealth and telepsychiatry, what are the most meaningful ways to ensure a study/intervention improved clinical care, provided value to participants, had population level impact, and is sustainable?" The search in seven databases focused on keywords in four concept areas: (1) economic cost analysis, (2) evaluation, (3) telehealth and telepsychiatry, and (4) quantifiable health status outcomes. The authors reviewed the full-text articles based on the inclusion (Medical Subject Headings [MeSH] of the keywords) and exclusion criteria. Results: Of a total of 2,585 potential references, a total of 99 articles met the inclusion criteria. The evaluation of telehealth and TP has focused on access, quality, patient outcomes, feasibility, effectiveness, outcomes, and cost. Cost-effectiveness, cost-benefit, and other analytic models are more common with telehealth than TP studies, and these studies show favorable clinical, quality of life, and economic impact. A standard framework for economic cost analysis should include: an economist for planning, implementation, and evaluation; a tool kit or guideline; comprehensive analysis (e.g., cost-effectiveness or cost-benefit) with an incremental cost-effectiveness ratio; measures for health, quality of life, and utility outcomes for populations; methods to convert outcomes into economic benefits (e.g., monetary, quality of adjusted life year); broad perspective (e.g., societal perspective); sensitivity analysis for uncertainty in modeling; and adjustments for differential timing (e.g., discounting and future costs). Conclusions: Technology assessment and economic cost analysis-such as effectiveness and implementation science approaches-contribute to clinical, training, research, and other organizational missions. More research is needed with a framework that enables comparisons across studies and meta-analyses.
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Affiliation(s)
- Donald M Hilty
- Northern California Veterans Administration Health Care System, Mather, California, USA.,Department of Psychiatry & Behavioral Sciences, UC Davis, Sacramento, California, USA
| | - Eva Serhal
- ECHO Ontario Mental Health and ECHO Ontario Centre for Addiction and Mental Health, University of Toronto, Toronto, Ontario, Canada
| | - Allison Crawford
- ECHO Ontario Mental Health and ECHO Ontario Centre for Addiction and Mental Health, University of Toronto, Toronto, Ontario, Canada
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Leal-Costa C, Lopez-Villegas A, Perez-Heredia M, Baena-Lopez MA, Hernandez-Montoya CJ, Lopez-Liria R. Patients' Experiences and Communication with Teledermatology versus Face-to-Face Dermatology. J Clin Med 2022; 11:jcm11195528. [PMID: 36233398 PMCID: PMC9573490 DOI: 10.3390/jcm11195528] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2022] [Revised: 09/12/2022] [Accepted: 09/16/2022] [Indexed: 11/16/2022] Open
Abstract
(1) Background: Teledermatology (TD) has exponentially grown since the onset of COVID-19, as the Face-to-Face Dermatology (F-F/D) modality changed within Public Health Systems. Although studies have been conducted on health results, we did not find any that analyzed the experiences of individuals who received care through TD. Therefore, the main objective of the study was to analyze the experiences of dermatology patients and the communication with health personnel. (2) Methods: A multicenter, controlled, randomized, non-blinded clinical trial was designed. Data were collected during the six months of follow-up. Four-hundred and fifty patients participated in the present study, who were assigned to two different groups: TD and F-F/D. The sociodemographic and clinical characteristics of the participants were collected. The ‘Generic Short Patient Experiences Questionnaire’ (GS-PEQ) was used to assess patients’ experiences, and the Healthcare Communication Questionnaire (HCCQ) was used to measure the communication of patients with healthcare professionals. (3) Results: After six months of follow-up, 450 patients completed the study (TD = 225; F-F/D = 225) of which 53.3% were women, with an average age of 52.16 (SD = 19.97). The main reasons for the consultations were skin lesions (51.56%) located on the head and neck (46.8%), followed by the legs (20.7%). According to the GS-PEQ, TD users indicated having a greater confidence in the professional skills of the doctors (p < 0.01). However, the F-F/D group indicated having received more adequate information about their diagnosis/afflictions (p < 0.01), were more involved in the decisions related to their treatment (p < 0.01), and more satisfied with the help and treatment received (p < 0.01). Regarding the HCCQ, the TD group obtained better assessments with respect to if the patients had been treated in a rude and hasty manner, if the health professionals had addressed them with a smile, and if these could adequately manage the reason for the consultation (p < 0.01). (4) Conclusions: The results of the study generally showed positive experiences and communication. The TD group indicated having received less information about the diagnosis, were less involved in the decisions, and were less satisfied with the help and treatment received. However, they indicated having more confidence on the professional skills of the doctors, and that the work at the institution was better organized. In addition, they perceived better communication skills of the health professionals, although less respect for their privacy.
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Affiliation(s)
| | - Antonio Lopez-Villegas
- Laboratory for Research, Education and Planning in Critical and Intensive Care Medicine, CTS-609 Research Group, Poniente University Hospital, 04700 El Ejido-Almeria, Spain
- Correspondence:
| | - Mercedes Perez-Heredia
- Research Management Department, Primary Care District Poniente of Almería, 04700 El Ejido-Almeria, Spain
| | | | | | - Remedios Lopez-Liria
- Health Research Centre, Department of Nursing, Physiotherapy and Medicine, University of Almería, La Cañada de San Urbano, 04120 Almeria, Spain
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Cariti C, Merli M, Avallone G, Rubatto M, Marra E, Fava P, Caliendo V, Picciotto F, Gualdi G, Stanganelli I, Fierro MT, Ribero S, Quaglino P. Melanoma Management during the COVID-19 Pandemic Emergency: A Literature Review and Single-Center Experience. Cancers (Basel) 2021; 13:cancers13236071. [PMID: 34885180 PMCID: PMC8656565 DOI: 10.3390/cancers13236071] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2021] [Revised: 11/22/2021] [Accepted: 11/28/2021] [Indexed: 12/12/2022] Open
Abstract
Simple Summary COVID-19 is a highly contagious infection caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). In March 2020, the World Health Organization (WHO) declared that COVID-19 had become a pandemic; since then, several elective clinical and surgical activities have been postponed to reduce the risk of nosocomial infection. This has influenced the diagnosis and management of many diseases, including melanoma. The aim of our literature review was to evaluate whether the management of melanoma has been changed by the outbreak of COVID-19, and if so, what the consequences of these changes are. The main topics in this literature review are the screening of suspicious lesions, diagnosis of primary melanoma, and the management of early-stage and advanced melanomas in the COVID-19 era. We also reported the experience of our dermatological clinic in Turin, one of the most affected areas in Italy. Abstract Background: The current COVID-19 pandemic has influenced the modus operandi of all fields of medicine, significantly impacting patients with oncological diseases and multiple comorbidities. Thus, in recent months, the establishment of melanoma management during the emergency has become a major area of interest. In addition to original articles, case reports and specific guidelines for the period have been developed. Purpose: This article aims to evaluate whether melanoma management has been changed by the outbreak of COVID-19, and if so, what the consequences are. We summarized the main issues concerning the screening of suspicious lesions, the diagnosis of primary melanoma, and the management of early-stage and advanced melanomas during the pandemic. Additionally, we report on the experience of our dermatological clinic in northern Italy. Methods: We performed a literature review evaluating articles on melanomas and COVID-19 published in the last two years on PubMed, as well as considering publications by major healthcare organizations. Concerning oncological practice in our center, we collected data on surgical and therapeutic procedures in patients with a melanoma performed during the first months of the pandemic. Conclusions: During the emergency period, the evaluation of suspicious skin lesions was ensured as much as possible. However, the reduced level of access to medical care led to a documented delay in the diagnosis of new melanomas. When detected, the management of early-stage and advanced melanomas was fully guaranteed, whereas the follow-up visits of disease-free patients have been postponed or replaced with a teleconsultation when possible.
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Affiliation(s)
- Caterina Cariti
- Department of Medical Sciences, Dermatology Clinic, University of Turin, 10126 Turin, Italy; (C.C.); (G.A.); (M.R.); (E.M.); (P.F.); (M.T.F.); (S.R.); (P.Q.)
| | - Martina Merli
- Department of Medical Sciences, Dermatology Clinic, University of Turin, 10126 Turin, Italy; (C.C.); (G.A.); (M.R.); (E.M.); (P.F.); (M.T.F.); (S.R.); (P.Q.)
- Correspondence: ; Tel.: +39-011-633-5843
| | - Gianluca Avallone
- Department of Medical Sciences, Dermatology Clinic, University of Turin, 10126 Turin, Italy; (C.C.); (G.A.); (M.R.); (E.M.); (P.F.); (M.T.F.); (S.R.); (P.Q.)
| | - Marco Rubatto
- Department of Medical Sciences, Dermatology Clinic, University of Turin, 10126 Turin, Italy; (C.C.); (G.A.); (M.R.); (E.M.); (P.F.); (M.T.F.); (S.R.); (P.Q.)
| | - Elena Marra
- Department of Medical Sciences, Dermatology Clinic, University of Turin, 10126 Turin, Italy; (C.C.); (G.A.); (M.R.); (E.M.); (P.F.); (M.T.F.); (S.R.); (P.Q.)
| | - Paolo Fava
- Department of Medical Sciences, Dermatology Clinic, University of Turin, 10126 Turin, Italy; (C.C.); (G.A.); (M.R.); (E.M.); (P.F.); (M.T.F.); (S.R.); (P.Q.)
| | - Virginia Caliendo
- Dermatologic Surgery Department, Surgery Department, University Hospital, 10126 Turin, Italy; (V.C.); (F.P.)
| | - Franco Picciotto
- Dermatologic Surgery Department, Surgery Department, University Hospital, 10126 Turin, Italy; (V.C.); (F.P.)
| | - Giulio Gualdi
- Department of Medicine and Ageing Science, Dermatologic Clinic, “G. D’Annunzio” University, 66100 Chieti, Italy;
| | - Ignazio Stanganelli
- Skin Cancer Unit, IRCCS-IRST Scientific Institute of Romagna for the Study and Treatment of Cancer, Meldola and University of Parma, 43121 Parma, Italy;
| | - Maria Teresa Fierro
- Department of Medical Sciences, Dermatology Clinic, University of Turin, 10126 Turin, Italy; (C.C.); (G.A.); (M.R.); (E.M.); (P.F.); (M.T.F.); (S.R.); (P.Q.)
| | - Simone Ribero
- Department of Medical Sciences, Dermatology Clinic, University of Turin, 10126 Turin, Italy; (C.C.); (G.A.); (M.R.); (E.M.); (P.F.); (M.T.F.); (S.R.); (P.Q.)
| | - Pietro Quaglino
- Department of Medical Sciences, Dermatology Clinic, University of Turin, 10126 Turin, Italy; (C.C.); (G.A.); (M.R.); (E.M.); (P.F.); (M.T.F.); (S.R.); (P.Q.)
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Demirel Öğüt N, Öğüt Ç, Eşme P. The role of online consultation requests to personal social media accounts and instant messaging services of dermatologists in occupational burnout: An emerging problem. J Cosmet Dermatol 2021; 21:2542-2549. [PMID: 34449960 DOI: 10.1111/jocd.14417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Accepted: 08/18/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Burnout affects all physicians, including dermatologists. Long working hours, high workload, and work-related activities outside working hours are common risk factors for burnout that disrupt the work-life balance. This study aimed to evaluate dermatologists' approach to online consultation requests via social media (SM) and instant messaging services (IMS), the psychological effects of these consultations on dermatologists, and their relationship with burnout syndrome. MATERIALS AND METHODS A cross-sectional, descriptive research was conducted as an online survey using Google Forms. The survey consisted of 55 items and was sent to dermatologists through a closed Facebook group of the Turkish Society of Dermatology. The burnout levels of dermatologists were evaluated using three subscales of the Maslach Burnout Inventory (MBI): emotional exhaustion (EE), depersonalization (DP), and personal achievement (PA). RESULTS Out of the total 270 participants, 268 (99.3%) participants reported using SM and IMS, whereas 263 (98.1%) received personal consultation requests on these applications. Among all IMS, WhatsApp (n=258, 98.1%) was the most common IMS for online consultation requests. Median (IQR) scores for EE, DP, and PA subscales were 18 (11), 6 (5), and 21 (6), respectively. A positive correlation was observed between the frequency of online consultation requests and MBI-EE subscale scores (r = 0.136; 95% CI, 0.013-0.254; p = 0.026). Fatigue (95.1%), anger (66.6%), and unhappiness (45.2%) were among the most common adverse effects of online consultations on dermatologists. CONCLUSION Online consultation requests to dermatologists' personal IMS and SM accounts can lead to burnout. The current study findings raise the awareness of the risks of burnout among dermatologists. There is an implicit need for further research, mobile apps other than frequently used IMS and SM apps, and regulations to avoid problems related to the consequences of online dermatology consultations through IMS and SM.
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Affiliation(s)
- Neslihan Demirel Öğüt
- Department of Dermatology and Venereology, Uşak University Training and Research Hospital, Uşak, Turkey
| | - Çağrı Öğüt
- Department of Psychiatry, Uşak University Training and Research Hospital, Uşak, Turkey
| | - Pelin Eşme
- Department of Dermatology and Venereology, University of Health Sciences, Gulhane Training and Research Hospital, Ankara, Turkey
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Eligibility for live, interactive otolaryngology telemedicine: 19-month experience before and during the COVID-19 pandemic in Taiwan. Biomed J 2021; 44:582-588. [PMID: 34371224 PMCID: PMC8556875 DOI: 10.1016/j.bj.2021.07.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Revised: 07/19/2021] [Accepted: 07/29/2021] [Indexed: 01/27/2023] Open
Abstract
Background Unequal access to healthcare is a global medical problem. Telemedicine, recently made possible by technological advances, may mitigate this inequity. However, the usefulness of telemedicine for procedure-driven disciplines, such as otolaryngology, under infectious conditions (e.g., the COVID-19 pandemic) is unknown. Methods Telemedicine was made legal in Taiwan by an amendment to the Physician Act in 2018. Kaohsiung Chang Gung Memorial Hospital was the first hospital in Taiwan to provide the telemedicine service by connecting to the Chenggong Branch of Taitung Hospital (CGBTH) in November 2018. This retrospective cohort study included all new and established otolaryngology outpatient consultations between November 2018 and May 2020 at CGBTH. The Current Procedural Terminology and International Classification of Disease, 10th Revision codes, patient demographic data, and questionnaire data were obtained. Results The study included 123 patients with 218 encounters over 19 months. The majority of complaints were ear-related (52.6%). Overall, 49% of the encounters required a specialized procedure for diagnosis and treatment; of these, cerumen removal was the most common procedure. The patient subjective improvement rate increased over the study period (from 62.0% to 78.9%). The rates of return and case closure were both around 90% in 2018 and 2019. The number of otolaryngology consultations and rate of return declined after the start of the COVID-19 pandemic; however, the subjective improvement and case closure rates remained stable. The telemedicine service saved at least 2 h driving time per visit. Conclusion Telemedicine for otolaryngology is a promising approach for remote and underserved regions, as well as during an infectious disease pandemic.
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The Role in Teledermoscopy of an Inexpensive and Easy-to-Use Smartphone Device for the Classification of Three Types of Skin Lesions Using Convolutional Neural Networks. Diagnostics (Basel) 2021; 11:diagnostics11030451. [PMID: 33807976 PMCID: PMC8001064 DOI: 10.3390/diagnostics11030451] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Revised: 02/25/2021] [Accepted: 03/03/2021] [Indexed: 01/15/2023] Open
Abstract
Background. The use of teledermatology has spread over the last years, especially during the recent SARS-Cov-2 pandemic. Teledermoscopy, an extension of teledermatology, consists of consulting dermoscopic images, also transmitted through smartphones, to remotely diagnose skin tumors or other dermatological diseases. The purpose of this work was to verify the diagnostic validity of images acquired with an inexpensive smartphone microscope (NurugoTM), employing convolutional neural networks (CNN) to classify malignant melanoma (MM), melanocytic nevus (MN), and seborrheic keratosis (SK). Methods. The CNN, trained with 600 dermatoscopic images from the ISIC (International Skin Imaging Collaboration) archive, was tested on three test sets: ISIC images, images acquired with the NurugoTM, and images acquired with a conventional dermatoscope. Results. The results obtained, although with some limitations due to the smartphone device and small data set, were encouraging, showing comparable results to the clinical dermatoscope and up to 80% accuracy (out of 10 images, two were misclassified) using the NurugoTM demonstrating how an amateur device can be used with reasonable levels of diagnostic accuracy. Conclusion. Considering the low cost and the ease of use, the NurugoTM device could be a useful tool for general practitioners (GPs) to perform the first triage of skin lesions, aiding the selection of lesions that require a face-to-face consultation with dermatologists.
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Indicateurs en télédermatologie : une revue de la littérature. Ann Dermatol Venereol 2020; 147:602-617. [DOI: 10.1016/j.annder.2020.01.024] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Revised: 10/25/2019] [Accepted: 01/31/2020] [Indexed: 11/24/2022]
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Gonçalves-Bradley DC, J Maria AR, Ricci-Cabello I, Villanueva G, Fønhus MS, Glenton C, Lewin S, Henschke N, Buckley BS, Mehl GL, Tamrat T, Shepperd S. Mobile technologies to support healthcare provider to healthcare provider communication and management of care. Cochrane Database Syst Rev 2020; 8:CD012927. [PMID: 32813281 PMCID: PMC7437392 DOI: 10.1002/14651858.cd012927.pub2] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
BACKGROUND The widespread use of mobile technologies can potentially expand the use of telemedicine approaches to facilitate communication between healthcare providers, this might increase access to specialist advice and improve patient health outcomes. OBJECTIVES To assess the effects of mobile technologies versus usual care for supporting communication and consultations between healthcare providers on healthcare providers' performance, acceptability and satisfaction, healthcare use, patient health outcomes, acceptability and satisfaction, costs, and technical difficulties. SEARCH METHODS We searched CENTRAL, MEDLINE, Embase and three other databases from 1 January 2000 to 22 July 2019. We searched clinical trials registries, checked references of relevant systematic reviews and included studies, and contacted topic experts. SELECTION CRITERIA Randomised trials comparing mobile technologies to support healthcare provider to healthcare provider communication and consultations compared with usual care. DATA COLLECTION AND ANALYSIS We followed standard methodological procedures expected by Cochrane and EPOC. We used the GRADE approach to assess the certainty of the evidence. MAIN RESULTS We included 19 trials (5766 participants when reported), most were conducted in high-income countries. The most frequently used mobile technology was a mobile phone, often accompanied by training if it was used to transfer digital images. Trials recruited participants with different conditions, and interventions varied in delivery, components, and frequency of contact. We judged most trials to have high risk of performance bias, and approximately half had a high risk of detection, attrition, and reporting biases. Two studies reported data on technical problems, reporting few difficulties. Mobile technologies used by primary care providers to consult with hospital specialists We assessed the certainty of evidence for this group of trials as moderate to low. Mobile technologies: - probably make little or no difference to primary care providers following guidelines for people with chronic kidney disease (CKD; 1 trial, 47 general practices, 3004 participants); - probably reduce the time between presentation and management of individuals with skin conditions, people with symptoms requiring an ultrasound, or being referred for an appointment with a specialist after attending primary care (4 trials, 656 participants); - may reduce referrals and clinic visits among people with some skin conditions, and increase the likelihood of receiving retinopathy screening among people with diabetes, or an ultrasound in those referred with symptoms (9 trials, 4810 participants when reported); - probably make little or no difference to patient-reported quality of life and health-related quality of life (2 trials, 622 participants) or to clinician-assessed clinical recovery (2 trials, 769 participants) among individuals with skin conditions; - may make little or no difference to healthcare provider (2 trials, 378 participants) or participant acceptability and satisfaction (4 trials, 972 participants) when primary care providers consult with dermatologists; - may make little or no difference for total or expected costs per participant for adults with some skin conditions or CKD (6 trials, 5423 participants). Mobile technologies used by emergency physicians to consult with hospital specialists about people attending the emergency department We assessed the certainty of evidence for this group of trials as moderate. Mobile technologies: - probably slightly reduce the consultation time between emergency physicians and hospital specialists (median difference -12 minutes, 95% CI -19 to -7; 1 trial, 345 participants); - probably reduce participants' length of stay in the emergency department by a few minutes (median difference -30 minutes, 95% CI -37 to -25; 1 trial, 345 participants). We did not identify trials that reported on providers' adherence, participants' health status and well-being, healthcare provider and participant acceptability and satisfaction, or costs. Mobile technologies used by community health workers or home-care workers to consult with clinic staff We assessed the certainty of evidence for this group of trials as moderate to low. Mobile technologies: - probably make little or no difference in the number of outpatient clinic and community nurse consultations for participants with diabetes or older individuals treated with home enteral nutrition (2 trials, 370 participants) or hospitalisation of older individuals treated with home enteral nutrition (1 trial, 188 participants); - may lead to little or no difference in mortality among people living with HIV (RR 0.82, 95% CI 0.55 to 1.22) or diabetes (RR 0.94, 95% CI 0.28 to 3.12) (2 trials, 1152 participants); - may make little or no difference to participants' disease activity or health-related quality of life in participants with rheumatoid arthritis (1 trial, 85 participants); - probably make little or no difference for participant acceptability and satisfaction for participants with diabetes and participants with rheumatoid arthritis (2 trials, 178 participants). We did not identify any trials that reported on providers' adherence, time between presentation and management, healthcare provider acceptability and satisfaction, or costs. AUTHORS' CONCLUSIONS Our confidence in the effect estimates is limited. Interventions including a mobile technology component to support healthcare provider to healthcare provider communication and management of care may reduce the time between presentation and management of the health condition when primary care providers or emergency physicians use them to consult with specialists, and may increase the likelihood of receiving a clinical examination among participants with diabetes and those who required an ultrasound. They may decrease the number of people attending primary care who are referred to secondary or tertiary care in some conditions, such as some skin conditions and CKD. There was little evidence of effects on participants' health status and well-being, satisfaction, or costs.
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Affiliation(s)
| | - Ana Rita J Maria
- Nova Medical School, Faculdade de Ciências Médicas, Lisbon, Portugal
| | - Ignacio Ricci-Cabello
- Primary Care Research Unit, Instituto de Investigación Sanitaria Illes Balears, Palma de Mallorca, Spain
| | | | | | | | - Simon Lewin
- Norwegian Institute of Public Health, Oslo, Norway
- Health Systems Research Unit, South African Medical Research Council, Cape Town, South Africa
| | | | - Brian S Buckley
- Department of Surgery, University of the Philippines, Manila, Philippines
| | - Garrett L Mehl
- Department of Sexual and Reproductive Health, World Health Organization, Geneva, Switzerland
| | - Tigest Tamrat
- Department of Sexual and Reproductive Health, World Health Organization, Geneva, Switzerland
| | - Sasha Shepperd
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
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Lee CH, Huang CC, Huang JT, Wang CC, Fan S, Wang PS, Lan KC. Live-interactive teledermatology program in Taiwan: One-year experience serving a district hospital in rural Taitung County. J Formos Med Assoc 2020; 120:422-428. [PMID: 32563581 DOI: 10.1016/j.jfma.2020.06.007] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 05/24/2020] [Accepted: 06/02/2020] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND/PURPOSE Population aging and unequal accessibility of health care are increasingly important in developed countries. One strategy to overcome these issues is utilizing telemedicine, which is recently made possible technologically by the advancement of internet speed, high speed zooming cameras, and the information storages. In Taiwan, the telemedicine is granted legally by the amendment for Taiwan's Physician Act in 2018. METHODS Kaohsiung Chang Gung Memorial Hospital (Kaohsiung CGMH) is the first hospital in Taiwan to provide the telemedicine service connecting to Cheng Kung Branch of Taitung Hospital since Nov 2018. Consultation services from Dermatology, ENT, and Ophthalmology have been delivered in the live-interactive and face to face module every week. RESULTS Dermatology consultation comprises the majorities. In the first year, there were totally 426 dermatology consultation services. Eczema, fungal infections, and scabies infestation were the three most common diseases in the beginning. The disease diagnosis became more diverse after several months, including some ready-to-treat diseases pending correct diagnosis, such as pediculosis, psoriasis, and urticaria. Coupled with dermoscopic images, diseases such as hair loss, pediculosis capitis, skin tumor, and scabies, were diagnosed promptly. The subjective patient improvement rate was more than 75% year-round and the case closure rate was more than 85% year-round. CONCLUSION Teledermatology is a promising approach to serve the remote medical-underprivileged regions. The teledermatology is anticipated to help underserved regions, nursing homes, prisons, and in situations with severe pandemic infections, such as COVID-19.
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Affiliation(s)
- Chih-Hung Lee
- Department of Dermatology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Chu-Chen Huang
- Department of Nursing, Taitung Hospital, Ministry of Health and Welfare, Taitung, Taiwan
| | - Jui-Ting Huang
- Administrative Office, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Chih-Chi Wang
- Department of General Surgery, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Sheng Fan
- Department of Internal Medicine, Taitung Hospital, Ministry of Health and Welfare, Taitung, Taiwan
| | - Pi-Sheng Wang
- Hospital and Social Welfare Organizations Administration Commission, Ministry of Health and Welfare, Taipei, Taiwan.
| | - Kuo-Chung Lan
- Department of Obstetrics and Gynecology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan.
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12
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Miller BJ, Finnane A, Vun Y, Halloran S, Stapelberg A, Soyer HP, Caffery L. Real-time teledermatology clinics in a tertiary public hospital: A clinical audit. Australas J Dermatol 2020; 61:e383-e387. [PMID: 32392628 DOI: 10.1111/ajd.13322] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2019] [Revised: 03/22/2020] [Accepted: 04/10/2020] [Indexed: 11/30/2022]
Abstract
BACKGROUND Our metropolitan hospital provides a real-time videoconference teledermatology clinic to enable patients in rural and remote Queensland to access a specialist for dermatology care. METHODS Retrospective clinical audit of all patient referrals to the videoconference teledermatology clinic for a two-year period. RESULTS A total of 483 consultations for 178 patients were conducted by the teledermatology clinic. Most patients were from remote and very remote regions of Queensland with a mean distance from our metropolitan hospital to the patient's town of residence of 1295 km. The most common reason for referral, as per the referral form, was rash (32%), followed by acne (12%) and dermatitis (11%). Most (78%) referrals came from general practitioners. Around 8% of patients seen in the teledermatology clinic were converted to in-person review; 81% of patients were managed via teledermatology, and 10% of patients did not attend the scheduled teleconsultation. CONCLUSION The outpatient teledermatology clinic run through the Telehealth Centre of a metropolitan hospital is an effective way of delivering a general dermatology consultation service to rural and remote patients in a timely manner.
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Affiliation(s)
- Bradley J Miller
- Dermatology Department, Princess Alexandra Hospital, Brisbane, Queensland, Australia
| | - Anna Finnane
- Faculty of Medicine, School of Public Health, The University of Queensland, Herston, Queensland, Australia
| | - Yin Vun
- Dermatology Department, Princess Alexandra Hospital, Brisbane, Queensland, Australia
| | - Sean Halloran
- Centre for Online Health, Princess Alexandra Hospital Telehealth Centre, The University of Queensland, Brisbane, Queensland, Australia
| | - Anesce Stapelberg
- Centre for Online Health, Princess Alexandra Hospital Telehealth Centre, The University of Queensland, Brisbane, Queensland, Australia
| | - H Peter Soyer
- Dermatology Department, Princess Alexandra Hospital, Brisbane, Queensland, Australia.,The University of Queensland Diamantina Institute, The University of Queensland, Dermatology Research Centre, Brisbane, Queensland, Australia
| | - Liam Caffery
- The University of Queensland Diamantina Institute, The University of Queensland, Dermatology Research Centre, Brisbane, Queensland, Australia.,Centre for Online Health, Centre for Health Services Research, Brisbane, Queensland, Australia
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13
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Andrees V, Klein T, Augustin M, Otten M. Live interactive teledermatology compared to in‐person care – a systematic review. J Eur Acad Dermatol Venereol 2020; 34:733-745. [DOI: 10.1111/jdv.16070] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Accepted: 10/24/2019] [Indexed: 11/28/2022]
Affiliation(s)
- V. Andrees
- Institute for Health Services Research in Dermatology and Nursing (IVDP) University Medical Center Hamburg‐Eppendorf (UKE) Hamburg Germany
| | - T.M. Klein
- Institute for Health Services Research in Dermatology and Nursing (IVDP) University Medical Center Hamburg‐Eppendorf (UKE) Hamburg Germany
| | - M. Augustin
- Institute for Health Services Research in Dermatology and Nursing (IVDP) University Medical Center Hamburg‐Eppendorf (UKE) Hamburg Germany
| | - M. Otten
- Institute for Health Services Research in Dermatology and Nursing (IVDP) University Medical Center Hamburg‐Eppendorf (UKE) Hamburg Germany
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14
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Sola-Ortigosa J, Muñoz-Santos C, Masat-Ticó T, Isidro-Ortega J, Guilabert A. The Role of Teledermatology and Teledermoscopy in the Diagnosis of Actinic Keratosis and Field Cancerization. J Invest Dermatol 2020; 140:1976-1984.e4. [PMID: 32142799 DOI: 10.1016/j.jid.2020.02.013] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Revised: 01/25/2020] [Accepted: 02/17/2020] [Indexed: 01/12/2023]
Abstract
Actinic keratosis (AK) and field cancerization are increasing health problems insufficiently diagnosed by primary care physicians. The objective of this study was to assess the validity and reliability of teledermatology (TD) and teledermoscopy in the diagnosis of AK and field cancerization in a gatekeeper healthcare model. A prospective diagnostic test evaluation was done to assess the diagnostic concordance, accuracy, and performance parameters and the interobserver and intraobserver concordances of TD and teledermoscopy compared with dermatologists' face-to-face evaluation or histopathology. A total of 636 patients with 1,000 keratotic skin lesions were included. TD diagnostic concordance for AK and field cancerization evaluation was very high and superior to primary care physicians' diagnosis (92.4% vs. 62.4% and 96.7% vs. 51.8%, P < 0.001). TD sensitivity, specificity, and positive and negative predictive values for AK diagnosis and field cancerization were high (range = 82.2-95.0) and better than primary care physicians' diagnosis. Teledermoscopy yielded better results in diagnostic concordance, performance parameters, and AK subtypes. Intraobserver and interobserver agreement was >0.83. TD and, to a greater extent, teledermoscopy may be valid and reliable tools for the diagnosis of AK and field cancerization and may improve diagnosis and correct allocation and management in gatekeeper healthcare systems. It can be an alternative tool to training primary care physicians in direct diagnosis of these lesions.
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Affiliation(s)
- Joaquin Sola-Ortigosa
- Department of Dermatology, Fundació Privada Hospital Asil de Granollers, Barcelona, Spain.
| | - Carlos Muñoz-Santos
- Department of Dermatology, Fundació Privada Hospital Asil de Granollers, Barcelona, Spain
| | - Teresa Masat-Ticó
- Primary Care Physicians, Members of the Grup d'Estudi de Teledermatologia del Vallès Oriental, Barcelona, Spain
| | - Joan Isidro-Ortega
- Primary Care Physicians, Members of the Grup d'Estudi de Teledermatologia del Vallès Oriental, Barcelona, Spain
| | - Antonio Guilabert
- Department of Dermatology, Fundació Privada Hospital Asil de Granollers, Barcelona, Spain
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15
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Chuchu N, Dinnes J, Takwoingi Y, Matin RN, Bayliss SE, Davenport C, Moreau JF, Bassett O, Godfrey K, O'Sullivan C, Walter FM, Motley R, Deeks JJ, Williams HC. Teledermatology for diagnosing skin cancer in adults. Cochrane Database Syst Rev 2018; 12:CD013193. [PMID: 30521686 PMCID: PMC6517019 DOI: 10.1002/14651858.cd013193] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
BACKGROUND Early accurate detection of all skin cancer types is essential to guide appropriate management and to improve morbidity and survival. Melanoma and squamous cell carcinoma (SCC) are high-risk skin cancers which have the potential to metastasise and ultimately lead to death, whereas basal cell carcinoma (BCC) is usually localised with potential to infiltrate and damage surrounding tissue. Anxiety around missing early curable cases needs to be balanced against inappropriate referral and unnecessary excision of benign lesions. Teledermatology provides a way for generalist clinicians to access the opinion of a specialist dermatologist for skin lesions that they consider to be suspicious without referring the patients through the normal referral pathway. Teledermatology consultations can be 'store-and-forward' with electronic digital images of a lesion sent to a dermatologist for review at a later time, or can be live and interactive consultations using videoconferencing to connect the patient, referrer and dermatologist in real time. OBJECTIVES To determine the diagnostic accuracy of teledermatology for the detection of any skin cancer (melanoma, BCC or cutaneous squamous cell carcinoma (cSCC)) in adults, and to compare its accuracy with that of in-person diagnosis. SEARCH METHODS We undertook a comprehensive search of the following databases from inception up to August 2016: Cochrane Central Register of Controlled Trials, MEDLINE, Embase, CINAHL, CPCI, Zetoc, Science Citation Index, US National Institutes of Health Ongoing Trials Register, NIHR Clinical Research Network Portfolio Database and the World Health Organization International Clinical Trials Registry Platform. We studied reference lists and published systematic review articles. SELECTION CRITERIA Studies evaluating skin cancer diagnosis for teledermatology alone, or in comparison with face-to-face diagnosis by a specialist clinician, compared with a reference standard of histological confirmation or clinical follow-up and expert opinion. We also included studies evaluating the referral accuracy of teledermatology compared with a reference standard of face-to-face diagnosis by a specialist clinician. DATA COLLECTION AND ANALYSIS Two review authors independently extracted all data using a standardised data extraction and quality assessment form (based on QUADAS-2). We contacted authors of included studies where there were information related to the target condition of any skin cancer missing. Data permitting, we estimated summary sensitivities and specificities using the bivariate hierarchical model. Due to the scarcity of data, we undertook no covariate investigations for this review. For illustrative purposes, we plotted estimates of sensitivity and specificity on coupled forest plots for diagnostic threshold and target condition under consideration. MAIN RESULTS The review included 22 studies reporting diagnostic accuracy data for 4057 lesions and 879 malignant cases (16 studies) and referral accuracy data for reported data for 1449 lesions and 270 'positive' cases as determined by the reference standard face-to-face decision (six studies). Methodological quality was variable with poor reporting hindering assessment. The overall risk of bias was high or unclear for participant selection, reference standard, and participant flow and timing in at least half of all studies; the majority were at low risk of bias for the index test. The applicability of study findings were of high or unclear concern for most studies in all domains assessed due to the recruitment of participants from secondary care settings or specialist clinics rather than from primary or community-based settings in which teledermatology is more likely to be used and due to the acquisition of lesion images by dermatologists or in specialist imaging units rather than by primary care clinicians.Seven studies provided data for the primary target condition of any skin cancer (1588 lesions and 638 malignancies). For the correct diagnosis of lesions as malignant using photographic images, summary sensitivity was 94.9% (95% confidence interval (CI) 90.1% to 97.4%) and summary specificity was 84.3% (95% CI 48.5% to 96.8%) (from four studies). Individual study estimates using dermoscopic images or a combination of photographic and dermoscopic images generally suggested similarly high sensitivities with highly variable specificities. Limited comparative data suggested similar diagnostic accuracy between teledermatology assessment and in-person diagnosis by a dermatologist; however, data were too scarce to draw firm conclusions. For the detection of invasive melanoma or atypical intraepidermal melanocytic variants both sensitivities and specificities were more variable. Sensitivities ranged from 59% (95% CI 42% to 74%) to 100% (95% CI 48% to 100%) and specificities from 30% (95% CI 22% to 40%) to 100% (95% CI 93% to 100%), with reported diagnostic thresholds including the correct diagnosis of melanoma, classification of lesions as 'atypical' or 'typical, and the decision to refer or to excise a lesion.Referral accuracy data comparing teledermatology against a face-to-face reference standard suggested good agreement for lesions considered to require some positive action by face-to-face assessment (sensitivities of over 90%). For lesions considered of less concern when assessed face-to-face (e.g. for lesions not recommended for excision or referral), agreement was more variable with teledermatology specificities ranging from 57% (95% CI 39% to 73%) to 100% (95% CI 86% to 100%), suggesting that remote assessment is more likely recommend excision, referral or follow-up compared to in-person decisions. AUTHORS' CONCLUSIONS Studies were generally small and heterogeneous and methodological quality was difficult to judge due to poor reporting. Bearing in mind concerns regarding the applicability of study participants and of lesion image acquisition in specialist settings, our results suggest that teledermatology can correctly identify the majority of malignant lesions. Using a more widely defined threshold to identify 'possibly' malignant cases or lesions that should be considered for excision is likely to appropriately triage those lesions requiring face-to-face assessment by a specialist. Despite the increasing use of teledermatology on an international level, the evidence base to support its ability to accurately diagnose lesions and to triage lesions from primary to secondary care is lacking and further prospective and pragmatic evaluation is needed.
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Affiliation(s)
- Naomi Chuchu
- University of BirminghamInstitute of Applied Health ResearchBirminghamUKB15 2TT
| | - Jacqueline Dinnes
- University of BirminghamInstitute of Applied Health ResearchBirminghamUKB15 2TT
- University Hospitals Birmingham NHS Foundation Trust and University of BirminghamNIHR Birmingham Biomedical Research CentreBirminghamUK
| | - Yemisi Takwoingi
- University of BirminghamInstitute of Applied Health ResearchBirminghamUKB15 2TT
- University Hospitals Birmingham NHS Foundation Trust and University of BirminghamNIHR Birmingham Biomedical Research CentreBirminghamUK
| | - Rubeta N Matin
- Churchill HospitalDepartment of DermatologyOld RoadHeadingtonOxfordUKOX3 7LE
| | - Susan E Bayliss
- University of BirminghamInstitute of Applied Health ResearchBirminghamUKB15 2TT
| | - Clare Davenport
- University of BirminghamInstitute of Applied Health ResearchBirminghamUKB15 2TT
| | - Jacqueline F Moreau
- University of Pittsburgh Medical CenterInternal MedicineDepartment of Medicine, Office of EducationUPMC Montefiore Hospital, N715PittsburghUSAPA, 15213
| | - Oliver Bassett
- Addenbrooke's HospitalPlastic SurgeryHills RoadCambridgeUKCB2 0QQ
| | - Kathie Godfrey
- The University of Nottinghamc/o Cochrane Skin GroupNottinghamUK
| | | | - Fiona M Walter
- University of CambridgePublic Health & Primary CareStrangeways Research Laboratory, Worts CausewayCambridgeUKCB1 8RN
| | - Richard Motley
- University Hospital of WalesWelsh Institute of DermatologyHeath ParkCardiffUKCF14 4XW
| | - Jonathan J Deeks
- University of BirminghamInstitute of Applied Health ResearchBirminghamUKB15 2TT
- University Hospitals Birmingham NHS Foundation Trust and University of BirminghamNIHR Birmingham Biomedical Research CentreBirminghamUK
| | - Hywel C Williams
- University of NottinghamCentre of Evidence Based DermatologyQueen's Medical CentreDerby RoadNottinghamUKNG7 2UH
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16
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Augustin M, Wimmer J, Biedermann T, Blaga R, Dierks C, Djamei V, Elmer A, Elsner P, Enk A, Gass S, Henningsen M, Hofman-Wellenhof R, von Kiedrowski R, Kunz HD, Liebram C, Navarini A, Otten M, Reusch M, Schüller C, Zink A, Strömer K. Praxis der Teledermatologie. J Dtsch Dermatol Ges 2018; 16 Suppl 5:6-57. [DOI: 10.1111/ddg.13512] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Affiliation(s)
- Matthias Augustin
- Institut für Versorgungsforschung in der Dermatologie und bei Pflegeberufen (IVDP); Universitätsklinikum Hamburg-Eppendorf (UKE), Hamburg
| | - Johannes Wimmer
- Institut für Versorgungsforschung in der Dermatologie und bei Pflegeberufen (IVDP); Universitätsklinikum Hamburg-Eppendorf (UKE), Hamburg
| | - Tilo Biedermann
- Hautklinik Campus Biederstein; Technische Universität München, München
| | - Rolf Blaga
- Psoriasis Selbsthilfe Arbeitsgemeinschaft e. V.; Berlin
| | | | | | - Arno Elmer
- Hochschule für Ökonomie und Management Berlin, Berlin
| | - Peter Elsner
- Klinik für Hautkrankheiten; Universitätsklinikum Jena, Jena
| | - Alexander Enk
- Hautklinik; Universitätsklinikum Heidelberg, Heidelberg
| | | | - Maike Henningsen
- Institut für Versorgungsforschung in der Dermatologie und bei Pflegeberufen (IVDP); Universitätsklinikum Hamburg-Eppendorf (UKE), Hamburg
| | | | | | | | | | | | - Marina Otten
- Institut für Versorgungsforschung in der Dermatologie und bei Pflegeberufen (IVDP); Universitätsklinikum Hamburg-Eppendorf (UKE), Hamburg
| | | | | | - Alexander Zink
- Dermatologischen Universitätsklinik; Technischen Universität München, München
| | - Klaus Strömer
- Gemeinschaftspraxis für Dermatologie und Allergologie; Mönchengladbach
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17
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Abstract
Telemedicine is slowly transforming the way in which healthcare is delivered and has the potential to improve access to subspecialty expertise, reduce healthcare costs, and improve the overall quality of care. While many subspecialty fields within medicine today have either experimented with or begun to implement telemedicine platforms to enable remote consultation and care, dermatology is particularly suited for this care system as skin disorders are uniquely visible to the human eye. Through teledermatology, diagnostic images of skin disorders with accompanying clinical histories can be remotely reviewed by teledermatologists by any number of modalities, such as photographic clinical images or live video teleconferencing. Diagnoses and treatment recommendations can then be rendered and implemented remotely. The evidence to date supports both its diagnostic and treatment accuracy and its cost effectiveness. Administrative, regulatory, privacy, and reimbursement policies surrounding this dynamic field continue to evolve. In this review, we examine the history, evidence, and administrative landscape surrounding teledermatology and discuss current practice guidelines and ongoing controversies.
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Affiliation(s)
- Jonathan J Lee
- Department of Dermatology, University of Pittsburgh Medical Center (UPMC), Pittsburgh, PA, USA
| | - Joseph C English
- Department of Dermatology, University of Pittsburgh Medical Center (UPMC), Pittsburgh, PA, USA.
- Teledermatology, UPMC North Hills Dermatology, 9000 Brooktree Rd Suite 200, Wexford, PA, 15044, USA.
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18
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Trettel A, Eissing L, Augustin M. Telemedicine in dermatology: findings and experiences worldwide - a systematic literature review. J Eur Acad Dermatol Venereol 2017; 32:215-224. [PMID: 28516492 DOI: 10.1111/jdv.14341] [Citation(s) in RCA: 100] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2016] [Accepted: 03/29/2017] [Indexed: 01/28/2023]
Abstract
Telemedicine has become an important element of health care in many countries and profited from the technological progress of the last two decades. Due to the visual character of the dermatological specialty, teledermatology in particular participated in that development and is becoming a major tool in dermatological consultation. The objective of this article was to identify the use of teledermatology across the world based on published original articles. A systematic literature search of the MEDLINE and Embase databases for eligible publications (predefined inclusion and exclusion criteria) and a cross-validation search were conducted. Search results were reviewed systematically. The search resulted in 204 publications meeting the inclusion criteria for analysis. The highest number of published studies on teledermatology was performed in the United States, followed by the United Kingdom, Spain, the Netherlands, Italy and Austria. The majority of dermatological indications for telemedical consultations were not specified or included various kinds of skin diseases, followed by skin cancer and wounds. Research questions predominantly focused on concordance, effectiveness and cost-effectiveness to determine the value. Teledermatology proved to be a reliable consultation tool in the majority of studies. If specified, telemedicine was used in daily dermatological routine for patient management purposes, to consult patients in peripheral locations, or for medical support in nursing homes or home care settings. The application of teledermatology worldwide is highest in North American and European countries, while countries with poor geographical distribution of physicians seem to be under-represented in teledermatological use, as concluded from publication output. Regarding indications, comparison with classic consultation and area of application, most studies were of general nature. For precise determination of the value, systematic studies would be needed. However, teledermatology is already accepted as a valid tool.
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Affiliation(s)
- A Trettel
- Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - L Eissing
- Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
| | - M Augustin
- Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf (UKE), Hamburg, Germany
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19
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Bruce AF, Mallow JA, Theeke LA. The use of teledermoscopy in the accurate identification of cancerous skin lesions in the adult population: A systematic review. J Telemed Telecare 2017; 24:75-83. [PMID: 28056600 DOI: 10.1177/1357633x16686770] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Background The use of teledermoscopy in the diagnostic management of pre-cancerous and cancerous skin lesions involves digital dermoscopic images transmitted over telecommunication networks via email or web applications. Teledermoscopy may improve the accuracy in clinical diagnoses of melanoma skin cancer if integrated into electronic medical records and made available to rural communities, potentially leading to decreased morbidity and mortality. Objective and method The purpose of this paper is to present a systematic review of evidence on the use of teledermoscopy to improve the accuracy of skin lesion identification in adult populations. The PRISMA method guided the development of this systematic review. A total of seven scholarly databases were searched for articles published between the years of 2000 and 2015. All studies were critically appraised using the Rosswurm and Larrabee critique worksheet, placed in a matrix for comparison evaluating internal and external validity and inspected for homogeneity of findings. Results Sixteen articles met inclusion criteria for this review. A majority of the studies were cross-sectional and non-experimental. Ten of the 16 focused on interobserver concordance and diagnostic agreement between teledermoscopy and another comparator. Instrumentation in conducting the studies showed inconsistency with reported results. Discussion Higher level evidence is needed to support clinical application of teledermoscopy for accuracy of diagnostic measurement in the treatment of pre-cancerous and cancerous skin lesions in adults. Future research is needed to develop a standardized, reliable and valid measurement tool for implementation in clinical practice.
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Affiliation(s)
- Amy F Bruce
- 1 Department of Nursing, West Virginia University Institute of Technology, Montgomery, WV, USA
| | - Jennifer A Mallow
- 2 Department of Adult Health, West Virginia University School of Nursing, Morgantown, WV, USA
| | - Laurie A Theeke
- 2 Department of Adult Health, West Virginia University School of Nursing, Morgantown, WV, USA
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20
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McKoy K, Antoniotti NM, Armstrong A, Bashshur R, Bernard J, Bernstein D, Burdick A, Edison K, Goldyne M, Kovarik C, Krupinski EA, Kvedar J, Larkey J, Lee-Keltner I, Lipoff JB, Oh DH, Pak H, Seraly MP, Siegel D, Tejasvi T, Whited J. Practice Guidelines for Teledermatology. Telemed J E Health 2016; 22:981-990. [PMID: 27690203 DOI: 10.1089/tmj.2016.0137] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Previous American Telemedicine Association (ATA) Teledermatology Practice Guidelines were issued in 2007. This updated version reflects new knowledge in the field, new technologies, and the need to incorporate teledermatology practice in a variety of settings, including hospitals, urgent care centers, Federally Qualified Health Centers, school-based clinics, public health facilities, and patient homes.
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Affiliation(s)
- Karen McKoy
- 1 Department of Dermatology, Lahey Hospital and Medical Center , Burlington, Massachusetts
- 2 Harvard Medical School , Boston, Massachusetts
| | | | - April Armstrong
- 4 Southern California Clinical and Translational Science Institute (SC CTSI) , Los Angeles, California
- 5 Department of Dermatology, Keck School of Medicine, University of Southern California , Los Angeles, California
| | - Rashid Bashshur
- 6 University of Michigan Health System , Ann Arbor, Michigan
| | | | | | - Anne Burdick
- 9 University of Miami Miller School of Medicine , Miami, Florida
| | - Karen Edison
- 10 Department of Dermatology, University of Missouri School of Medicine , Colombia , Missouri
- 11 Missouri Telehealth Network, University of Missouri School of Medicine , Colombia , Missouri
- 12 Center for Health Policy, University of Missouri School of Medicine , Colombia , Missouri
| | - Mark Goldyne
- 13 Department of Dermatology, University of California San Francisco , San Francisco, California
- 16 Dermatology Service, San Francisco VA Healthcare System , San Francisco, California
| | - Carrie Kovarik
- 14 Department of Dermatology, University of Pennsylvania , Philadelphia, Pennsylvania
| | - Elizabeth A Krupinski
- 15 Department of Radiology and Imaging Sciences, Emory University , Atlanta, Georgia
| | - Joseph Kvedar
- 17 Connected Health, Partners HealthCare , Boston, Massachusetts
| | - Jim Larkey
- 19 Canfield Scientific , Parsippany, New Jersey
| | - Ivy Lee-Keltner
- 21 Department of Dermatology, University of California Los Angeles-Olive View , Los Angeles, California
| | - Jules B Lipoff
- 14 Department of Dermatology, University of Pennsylvania , Philadelphia, Pennsylvania
| | - Dennis H Oh
- 13 Department of Dermatology, University of California San Francisco , San Francisco, California
- 16 Dermatology Service, San Francisco VA Healthcare System , San Francisco, California
| | - Hon Pak
- 18 Department of Dermatology, The George Washington University , Washington, DC
| | - Mark P Seraly
- 25 Department of Dermatology, University of Pittsburgh , Pittsburgh, Pennsylvania
| | - Daniel Siegel
- 20 State University of New York Health Sciences Center at Brooklyn , Brooklyn, New York
| | - Trilokraj Tejasvi
- 22 Department of Dermatology, University of Michigan , Ann Arbor, Michigan
| | - John Whited
- 23 Research and Development, Durham VA Medical Center , Durham, North Carolina
- 24 Department of Medicine, Duke University School of Medicine , Durham, North Carolina
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21
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Okita AL, Molina Tinoco LJ, Patatas OHG, Guerreiro A, Criado PR, Gabbi TVB, Ferreira PS, Neto CF. Use of Smartphones in Telemedicine: Comparative Study Between Standard and Teledermatological Evaluation of High-Complex Care Hospital Inpatients. Telemed J E Health 2016; 22:755-60. [DOI: 10.1089/tmj.2015.0086] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Aline Lissa Okita
- Department of Dermatology, Hospital das Clinicas, University of São Paulo, São Paulo, Brazil
| | | | | | | | - Paulo Ricardo Criado
- Department of Dermatology, Hospital das Clinicas, University of São Paulo, São Paulo, Brazil
| | | | - Paula Silva Ferreira
- Department of Dermatology, Hospital das Clinicas, University of São Paulo, São Paulo, Brazil
| | - Cyro Festa Neto
- Department of Dermatology, Hospital das Clinicas, University of São Paulo, São Paulo, Brazil
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22
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Lofgreen SJ, Ashack K, Burton KA, Dellavalle RP. Mobile Device Use in Dermatologic Patient Care. CURRENT DERMATOLOGY REPORTS 2016. [DOI: 10.1007/s13671-016-0132-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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23
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Liddy C, Drosinis P, Keely E. Electronic consultation systems: worldwide prevalence and their impact on patient care-a systematic review. Fam Pract 2016; 33:274-85. [PMID: 27075028 DOI: 10.1093/fampra/cmw024] [Citation(s) in RCA: 110] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Many health organizations are exploring the potential of electronic consultation (eConsult) services to address excessive wait times for specialist care. OBJECTIVE To understand the effectiveness, population impact and costs associated with implementation of eConsult services. METHODS We conducted a systematic review using a narrative synthesis approach. We searched Medline and Embase from inception to August 2014 (English/French). Included studies focused on communication between primary care providers and specialist physicians through an asynchronous, directed communication over a secure electronic medium. We assessed study quality with a modified version of the Effective Public Health Practice Project Quality Assessment Tool for Quantitative Studies. We synthesized the results using the Triple Aim framework. RESULTS A total of 36 studies were included. Most were set in the USA and focused on single-specialty services (most commonly dermatology). Population health outcomes included patient populations, adoption/utilization and provider attitudes. Providers cited timely advice from specialists, good medical care, confirmation of diagnoses and educational benefits. No clinical outcomes were reported. Patient experience of care was generally positive, with quick specialist response times (4.6 hours to 3.9 days), avoided referrals (12-84%) and satisfaction ranging from 78% to 93%. System costs were reported in only seven studies using different outcome measures and settings, limiting comparability. CONCLUSION Though eConsult systems are highly acceptable for patients and providers and deliver improved access to specialist advice, gaps remain regarding eConsult's impact on population health and system costs. To achieve optimized health system performance, eConsult services must include specialty services as determined by community needs and further explore cost-effectiveness.
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Affiliation(s)
- Clare Liddy
- C.T. Lamont Primary Health Care Research Centre, Bruyère Research Institute, Ottawa, Ontario, Department of Family Medicine and
| | - Paul Drosinis
- C.T. Lamont Primary Health Care Research Centre, Bruyère Research Institute, Ottawa, Ontario
| | - Erin Keely
- Department of Medicine, University of Ottawa, Ottawa, Ontario and Division of Endocrinology/Metabolism, The Ottawa Hospital, Ottawa, Ontario, Canada
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24
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Bashshur RL, Shannon GW, Tejasvi T, Kvedar JC, Gates M. The Empirical Foundations of Teledermatology: A Review of the Research Evidence. Telemed J E Health 2015; 21:953-79. [PMID: 26394022 PMCID: PMC4776540 DOI: 10.1089/tmj.2015.0146] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2015] [Revised: 08/20/2015] [Accepted: 08/21/2015] [Indexed: 11/12/2022] Open
Abstract
INTRODUCTION This article presents the scientific evidence for the merit of telemedicine interventions in the diagnosis and management of skin disorders (teledermatology) in the published literature. The impetus for this work derives from the high prevalence of skin disorders, the high cost, the limited availability of dermatologists in certain areas, and the promise of teledermatology to address unmet needs in this area. MATERIALS AND METHODS The findings are based on a targeted review of scientific studies published from January 2005 through April 2015. The initial search yielded some 5,020 articles in Google Scholar and 428 in PubMed. A review of the abstracts yielded 71 publications that met the inclusion criteria for this analysis. Evidence is organized according to the following: feasibility and acceptance; intermediate outcomes (use of service, compliance, and diagnostic and treatment concordance and accuracy); outcomes (health improvement and problem resolution); and cost savings. A special section is devoted to studies conducted at the Veterans Health Administration. RESULTS Definitions of teledermatology varied across a wide spectrum of skin disorders, technologies, diagnostic tools, provider types, settings, and patient populations. Outcome measures included diagnostic concordance, treatment plans, and health. CONCLUSIONS Despite these complexities, sufficient evidence was observed consistently supporting the effectiveness of teledermatology in improving accessibility to specialty care, diagnostic and treatment concordance, and skin care provided by primary care physicians, while also reducing cost. One study reported suboptimal clinical results from teledermatology for patients with pigmented skin lesions. On the other hand, confocal microscopy and advanced dermoscopy improved diagnostic accuracy, especially when rendered by experienced teledermatologists.
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Affiliation(s)
- Rashid L. Bashshur
- eHealth Center, University of Michigan Health System, Ann Arbor, Michigan
| | - Gary W. Shannon
- Department of Geography, University of Kentucky, Lexington, Kentucky
| | - Trilokraj Tejasvi
- Department of Dermatology, University of Michigan Health System, Ann Arbor, Michigan
| | - Joseph C. Kvedar
- Center for Connected Health, Partners HealthCare, Boston, Massachusetts
| | - Michael Gates
- eHealth Center, University of Michigan Health System, Ann Arbor, Michigan
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25
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Coates SJ, Kvedar J, Granstein RD. Teledermatology: from historical perspective to emerging techniques of the modern era: part I: History, rationale, and current practice. J Am Acad Dermatol 2015; 72:563-74; quiz 575-6. [PMID: 25773407 DOI: 10.1016/j.jaad.2014.07.061] [Citation(s) in RCA: 95] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2014] [Revised: 07/21/2014] [Accepted: 07/27/2014] [Indexed: 11/30/2022]
Abstract
Telemedicine is the use of telecommunications technology to support health care at a distance. Technological advances have progressively increased the ability of clinicians to care for diverse patient populations in need of skin expertise. Dermatology relies on visual cues that are easily captured by imaging technologies, making it ideally suited for this care model. Moreover, there is a shortage of medical dermatologists in the United States, where skin disorders account for 1 in 8 primary care visits and specialists tend to congregate in urban areas. Even in regions where dermatologic expertise is readily accessible, teledermatology may serve as an alternative that streamlines health care delivery by triaging chief complaints and reducing unnecessary in-person visits. In addition, many patients in the developing world have no access to dermatologic expertise, rendering it possible for teledermatologists to make a significant contribution to patient health outcomes. Teledermatology also affords educational benefits to primary care providers and dermatologists, and enables patients to play a more active role in the health care process by promoting direct communication with dermatologists.
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Affiliation(s)
- Sarah J Coates
- Department of Dermatology, Weill Cornell Medical College, New York, New York
| | - Joseph Kvedar
- Department of Dermatology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Richard D Granstein
- Department of Dermatology, Weill Cornell Medical College, New York, New York.
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26
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Teledermatology: Key factors associated with reducing face-to-face dermatology visits. J Am Acad Dermatol 2014; 71:570-6. [DOI: 10.1016/j.jaad.2014.02.021] [Citation(s) in RCA: 74] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2013] [Revised: 02/15/2014] [Accepted: 02/18/2014] [Indexed: 11/24/2022]
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27
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Romero Aguilera G, Cortina de la Calle P, Vera Iglesias E, Sánchez Caminero P, García Arpa M, Garrido Martín J. Fiabilidad de la teledermatología de almacenamiento en un escenario real. ACTAS DERMO-SIFILIOGRAFICAS 2014; 105:605-13. [DOI: 10.1016/j.ad.2013.12.007] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2013] [Revised: 11/17/2013] [Accepted: 12/11/2013] [Indexed: 10/25/2022] Open
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Romero Aguilera G, Cortina de la Calle P, Vera Iglesias E, Sánchez Caminero P, García Arpa M, Garrido Martín J. Interobserver Reliability of Store-and-Forward Teledermatology in a Clinical Practice Setting. ACTAS DERMO-SIFILIOGRAFICAS 2014. [DOI: 10.1016/j.adengl.2014.05.018] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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Estimating travel reduction associated with the use of telemedicine by patients and healthcare professionals: proposal for quantitative synthesis in a systematic review. BMC Health Serv Res 2011; 11:185. [PMID: 21824388 PMCID: PMC3178488 DOI: 10.1186/1472-6963-11-185] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2010] [Accepted: 08/08/2011] [Indexed: 11/15/2022] Open
Abstract
Background A major benefit offered by telemedicine is the avoidance of travel, by patients, their carers and health care professionals. Unfortunately, there is very little published information about the extent of avoided travel. We propose to undertake a systematic review of literature which reports credible data on the reductions in travel associated with the use of telemedicine. Method The conventional approach to quantitative synthesis of the results from multiple studies is to conduct a meta analysis. However, too much heterogeneity exists between available studies to allow a meaningful meta analysis of the avoided travel when telemedicine is used across all possible settings. We propose instead to consider all credible evidence on avoided travel through telemedicine by fitting a linear model which takes into account the relevant factors in the circumstances of the studies performed. We propose the use of stepwise multiple regression to identify which factors are significant. Discussion Our proposed approach is illustrated by the example of teledermatology. In a preliminary review of the literature we found 20 studies in which the percentage of avoided travel through telemedicine could be inferred (a total of 5199 patients). The mean percentage avoided travel reported in the 12 store-and-forward studies was 43%. In the 7 real-time studies and in a single study with a hybrid technique, 70% of the patients avoided travel. A simplified model based on the modality of telemedicine employed (i.e. real-time or store and forward) explained 29% of the variance. The use of store and forward teledermatology alone was associated with 43% of avoided travel. The increase in the proportion of patients who avoided travel (25%) when real-time telemedicine was employed was significant (P = 0.014). Service planners can use this information to weigh up the costs and benefits of the two approaches.
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30
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Garcia-Romero MT, Prado F, Dominguez-Cherit J, Hojyo-Tomomka MT, Arenas R. Teledermatology via a social networking web site: a pilot study between a general hospital and a rural clinic. Telemed J E Health 2011; 17:652-5. [PMID: 21790270 DOI: 10.1089/tmj.2011.0038] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Teledermatology via a free public social networking Web site is a practical tool to provide attention to patients who do not have access to dermatologic care. In this pilot study, a general practitioner sent consults to a dermatology department at a general hospital via Facebook(®). Forty-four patients were seen and treatment was installed. We identified both simple-to-treat, common skin diseases and rare congenital diseases that require genetic counseling and more complex treatment. The majority of patients (75%) benefited with the diagnoses and treatments offered, thus avoiding unnecessary expenses or transportation to urban areas.
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Thind CK, Brooker I, Ormerod AD. Teledermatology: a tool for remote supervision of a general practitioner with special interest in dermatology. Clin Exp Dermatol 2011; 36:489-94. [PMID: 21507041 DOI: 10.1111/j.1365-2230.2011.04073.x] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
BACKGROUND Teledermatology (TD) has been developed as an alternative to face-to-face (FTF) dermatology care in remote areas. AIM To assess the feasibility of TD in remote supervision and education of a general practitioner with special interest (GPwSI), to reduce FTF consultations with the consultant dermatologist, and to provide appropriate diagnosis and care. Our secondary aim was to evaluate patient satisfaction with this mode of consultation. METHODS A TD service in Aberdeen was set up to augment supervision of a remote rural GP training in dermatology. This service was audited over a 2-year period to assess its usefulness in the education of the remote GP. RESULTS Prospective data on 230 selected referrals was analysed. Store-and-forward TD provided a high level of patient satisfaction, and was effective in remote supervision and education of a GPwSI in dermatology. FTF consultations with the consultant were avoided in 69% of consultations, and diagnostic agreement was considered high (61%). Educational feedback was given to the GP in 66% of consultations. CONCLUSIONS TD can supplement infrequent specialist dermatology service in remote areas, as in this case. We conclude that for selected patients, TD was a useful training tool for supervising the GPwSI, and ensuring clinical governance and quality assurance in clinics in a remote rural area. However, this model of care was limited by cost and the inherent limitations of TD.
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Affiliation(s)
- C K Thind
- Department of Dermatology, Aberdeen Royal Infirmary, Aberdeen, UK
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Quoi de neuf en dermatologie clinique ? Ann Dermatol Venereol 2010; 137 Suppl 4:S125-36. [DOI: 10.1016/s0151-9638(10)70039-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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