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Zama D, Borghesi A, Ranieri A, Manieri E, Pierantoni L, Andreozzi L, Dondi A, Neri I, Lanari M, Calegari R. Perspectives and Challenges of Telemedicine and Artificial Intelligence in Pediatric Dermatology. CHILDREN (BASEL, SWITZERLAND) 2024; 11:1401. [PMID: 39594976 PMCID: PMC11592520 DOI: 10.3390/children11111401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/10/2024] [Revised: 11/08/2024] [Accepted: 11/11/2024] [Indexed: 11/28/2024]
Abstract
BACKGROUND Pediatric dermatology represents one of the most underserved subspecialties in pediatrics. Artificial intelligence (AI) and telemedicine have become considerable in dermatology, reaching diagnostic accuracy comparable to or exceeding that of in-person visits. This work aims to review the current state of telemedicine and AI in pediatric dermatology, suggesting potential ways to address existing issues and challenges. METHODS We conducted a literature review including only articles published in the last 15 years. A total of 458 studies were identified, of which only 76 were included. RESULTS Most of the studies on telemedicine evaluate accuracy focused on concordance, which ranges from 70% to 89% for the most common pediatric skin diseases. Telemedicine showed the potential to manage chronic dermatological conditions in children, as well as decrease waiting times, and represents the chance for unprivileged populations to overcome barriers limiting access to medical care. The main limitations of telemedicine consist of the language barrier and the need for adequate technologies and acceptable image-quality video, which can be overcome by AI. AI-driven apps and platforms can facilitate remote consultations between pediatric dermatologists and patients or their caregivers. However, the integration of AI into clinical practice faces some challenges ranging from technical to ethical and regulatory. It is crucial to ensure that the development, deployment, and utilization of AI systems conform to the seven fundamental requirements for trustworthy AI. CONCLUSION This study supplies a detailed discussion of open challenges with a particular focus on equity and ethical considerations and defining possible concrete directions.
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Affiliation(s)
- Daniele Zama
- Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, 40138 Bologna, Italy; (D.Z.); (I.N.); (M.L.)
- Pediatric Emergency Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy; (L.P.); (L.A.)
| | - Andrea Borghesi
- Department of Computer Science and Engineering (DISI), Alma Mater Studiorum, University of Bologna, 40126 Bologna, Italy; (A.B.); (R.C.)
| | - Alice Ranieri
- Specialty School of Paediatrics, Alma Mater Studiorum, University of Bologna, 40126 Bologna, Italy; (A.R.); (E.M.)
| | - Elisa Manieri
- Specialty School of Paediatrics, Alma Mater Studiorum, University of Bologna, 40126 Bologna, Italy; (A.R.); (E.M.)
| | - Luca Pierantoni
- Pediatric Emergency Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy; (L.P.); (L.A.)
| | - Laura Andreozzi
- Pediatric Emergency Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy; (L.P.); (L.A.)
| | - Arianna Dondi
- Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, 40138 Bologna, Italy; (D.Z.); (I.N.); (M.L.)
- Pediatric Emergency Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy; (L.P.); (L.A.)
| | - Iria Neri
- Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, 40138 Bologna, Italy; (D.Z.); (I.N.); (M.L.)
- Dermatology Unit—IRCCS, Azienda Ospedaliero-Universitaria, Policlinico Sant’Orsola-Malpighi, 40138 Bologna, Italy
| | - Marcello Lanari
- Department of Medical and Surgical Sciences, Alma Mater Studiorum, University of Bologna, 40138 Bologna, Italy; (D.Z.); (I.N.); (M.L.)
- Pediatric Emergency Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy; (L.P.); (L.A.)
| | - Roberta Calegari
- Department of Computer Science and Engineering (DISI), Alma Mater Studiorum, University of Bologna, 40126 Bologna, Italy; (A.B.); (R.C.)
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Pope E, Lara-Corrales I, Rehmus W, Ramien M, Spring S, McCuaig C, Fiorillo L, Sibbald C, Bergman J. Pediatric Dermatology in Canada: A Broad Review of Population Needs, Workforce and Training With Proposed Solutions. J Cutan Med Surg 2023; 27:621-627. [PMID: 37823355 DOI: 10.1177/12034754231204865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/13/2023]
Abstract
INTRODUCTION The need for pediatric dermatology services is increasing across Canada. In parallel, the complexity of treatment with novel targeted therapeutics has increased. Currently, there is no accredited and limited non-accredited fellowship training access to pediatric dermatology in Canada. HYPOTHESIS Understanding the current state of pediatric dermatology training in Canada will provide insight into opportunities for strategic improvement. METHODS A survey was distributed to 44 pediatric dermatology providers. In addition, a review of the burden of pediatric skin disease and education/training in Canada was performed. RESULTS Thirty-four specialists responded to the survey (77% response rate). One third of current pediatric dermatology providers are over 50 years old and half of these (15%) plan to retire within the next 5 years. Half of respondents were dermatologists, 35% were pediatricians, and 11% were double boarded. Almost all respondents practiced in an academic setting (94%). Most had further fellowship training in pediatric dermatology (82.4%) but only 57% achieved this training in Canada, due to lack of accredited or non-accredited funded fellowship positions. CONCLUSION There is a high and growing need for pediatric dermatology specialty care in a diverse range of settings. The current provider population and training programs are insufficient to meet current and future demands. We highlighted solutions to close this gap between supply and demand including increased double board certification in Pediatrics and Dermatology, a protected pediatric stream within existing Dermatology residency training programs and accredited fellowships in Pediatric Dermatology for both dermatologists and pediatricians.
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Affiliation(s)
- Elena Pope
- Division of Dermatology, Toronto, ON, Canada, The Hospital for Sick Children, Toronto, and Temerty Faculty of Medicine, University of Toronto
| | - Irene Lara-Corrales
- Division of Dermatology, Toronto, ON, Canada, The Hospital for Sick Children, Toronto, and Temerty Faculty of Medicine, University of Toronto
| | - Wingfield Rehmus
- Division of Dermatology, BC Children's Hospital, University of British Columbia, Vancouver, BC, Canada
| | - Michele Ramien
- Division of Community Pediatrics, Alberta Children's Hospital, University of Calgary and Division of Dermatology, Department of Medicine, University of Calgary, Calgary, AB, Canada
| | - Shanna Spring
- Pediatric Dermatology, Children's Hospital of Eastern Ontario, Ottawa, ON, Canada
| | - Catherine McCuaig
- Pediatric Dermatology, Sainte-Justine University Hospital Centre, Montreal, Canada
| | - Loretta Fiorillo
- Division of Pediatric Dermatology, University of Alberta, Edmonton, AB, Canada
| | - Cathryn Sibbald
- Division of Dermatology, Toronto, ON, Canada, The Hospital for Sick Children, Toronto, and Temerty Faculty of Medicine, University of Toronto
| | - James Bergman
- Department of Dermatology and Skin Science, University of British Columbia, Vancouver, BC, Canada
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Burshtein J, Buethe MG, Ghias MH, Stein AB, Glick S, Marmon S. Efficacy, perception, and utilization of pediatric teledermatology: A systematic review. JAAD Int 2023; 12:3-11. [PMID: 37228364 PMCID: PMC10203760 DOI: 10.1016/j.jdin.2023.03.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/20/2023] [Indexed: 03/31/2023] Open
Abstract
Background The use of teledermatology abruptly expanded with the arrival of COVID-19. Here, we review recent studies regarding the efficacy, perception, and utilization of telemedicine in the pediatric population. Objective To evaluate the current state of pediatric teledermatology. Methods A literature search was performed using the terms "pediatric," "teledermatology," "dermatology," "telemedicine" and "telehealth" in PubMed, Scopus, Embase, and Google Scholar. 44 articles published between 2008 and 2022 were included. Results Diagnostic concordance between pediatric teledermatologist and in-person dermatologist ranged from 70.1% to 89%. Conditions treated with pediatric teledermatology were similar to those treated in-person. The rate of in-person follow-up after an initial telemedicine appointment pre and postpandemic was 12% to 51.9% and 13.5% to 28.1%, respectively. Patient satisfaction with teledermatology was between 70% to 98% and provider satisfaction was approximately 95%. The integration of teledermatology can reduce missed appointments and wait times among pediatric patients. However, considerable technological challenges exist, particularly in underserved communities. Globally, teledermatology may expand access to care though limited literature exists regarding its use in pediatric populations. Conclusion Telemedicine is effective for the diagnosis and treatment of many dermatological conditions in children, with high patient and provider satisfaction. Implementation of teledermatology can potentially increase access to care both locally and globally, but obstacles to engagement remain.
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Affiliation(s)
- Joshua Burshtein
- Department of Medicine, Mount Sinai Morningside-West, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Maria Gnarra Buethe
- Department of Dermatology, State University of New York Downstate Health Sciences, University, Brooklyn, New York
| | - Mondana H. Ghias
- Division of Dermatology, Department of Internal Medicine, Albert Einstein College of Medicine, Bronx, New York
| | | | - Sharon Glick
- Department of Dermatology, State University of New York Downstate Health Sciences, University, Brooklyn, New York
| | - Shoshana Marmon
- Department of Dermatology, State University of New York Downstate Health Sciences, University, Brooklyn, New York
- Department of Dermatology, New York Medical College, Valhalla, New York
- Department of Medicine, NYC Health + Hospitals/South Brooklyn Health, Ruth Bader Ginsburg Hospital, Brooklyn, New York
- Department of Dermatology, NYC Health + Hospitals/Metropolitan Medical Center, New York, New York
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Shope C, Andrews L, Atherton K, Ritter A, LaPorte M, Lee LW. Comparison of Patient and Provider Practices between Bone Marrow and Solid Organ Transplantation Programs for Patient Education on Increased Risk of Skin Cancer. Transplant Cell Ther 2023:S2666-6367(23)00060-X. [PMID: 36736430 DOI: 10.1016/j.jtct.2023.01.022] [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: 12/05/2022] [Revised: 01/15/2023] [Accepted: 01/20/2023] [Indexed: 02/05/2023]
Abstract
Patients receiving immunosuppressive therapy following transplantation are at risk for skin cancer owing to dampened tumor surveillance. As long-term immunotherapy is necessary to prevent graft rejection, transplantation providers and recipients are expected to perform regular surveillance for the development of suspicious lesions, and recipients are encouraged to practice preventative sun safe behaviors. No consensus exists regarding the timing of full body skin exams, and despite the well-established risk, patient education is not always prioritized. We investigated whether differences exist between bone marrow transplant (BMT) and organ transplant (OT) recipients and their providers regarding prevention and screening. We distributed surveys to adult and pediatric BMT and OT recipients, as well as their providers, at a single academic institution. Results were evaluated using the chi-square test. The survey results show that most BMT recipients (69%) and OT recipients (77%) were aware of their increased risk for skin cancer, but despite this knowledge, only 13% of patients overall reported using sunscreen, 29% reported reapplying sunscreen, and 48% reported wearing sun protective clothing. Most OT recipients (63%) reported never having a total body skin exam, whereas only 34% BMT recipients reported having a total body skin exam every 6 months (P = .006). BMT providers recommended a total body skin exam every 6 or 12 months (44.4% each), and OT providers recommended a total body skin exam every 12 months (58.3%). Only 11.1% of BMT providers and 8.3% of OT providers reported performing a total body skin exam at each visit. Despite results indicating widespread patient knowledge of skin cancer risk, most patients do not practice adequate prevention. Inclusion of a transplantation dermatologist in the care team or use of risk stratification tools by providers may help streamline timely referrals to Dermatology.
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Affiliation(s)
- Chelsea Shope
- College of Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - Laura Andrews
- College of Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - Kelly Atherton
- College of Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - Alexandra Ritter
- College of Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - Margaret LaPorte
- College of Medicine, Medical University of South Carolina, Charleston, South Carolina
| | - Lara Wine Lee
- Department of Dermatology and Dermatologic Surgery, Medical University of South Carolina, Charleston, South Carolina.
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Toy J, Wan V, Lee DG, Liu C, Fleming P, Lynde C. Perspectives and knowledge of acne vulgaris among young adolescents. Pediatr Dermatol 2022; 40:308-311. [PMID: 36576107 DOI: 10.1111/pde.15230] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Accepted: 12/09/2022] [Indexed: 12/29/2022]
Abstract
Acne occurs in up to 90% of young adolescents, but prior research has found that this population exhibits a limited understanding of acne and is vulnerable to myths and misinformation accumulated from family members, friends, and social media. We created a virtual presentation on skin hygiene, acne prevention, and acne-associated stigma for adolescent youth (aged 9-13) to improve acne health literacy, which was reviewed by three board-certified dermatologists. A descriptive cross-sectional study using data collected for quality improvement (n = 209, total) revealed that approximately half (n = 102/202, 50.5%) of all students believed that acne could not be treated with medications, only 34.0% (n = 67/197) believed acne could impact their mental health, and most students incorrectly believed that dirt buildup (n = 124/209, 59.3%) and poor hygiene (n = 125/209, 59.8%) were pathogenic for acne. Our results stress the necessity of early evidence-based educational interventions as a cornerstone to breaking self-perpetuating myths and misinformation that may lead to acne mismanagement, delayed access to healthcare, and permanent scarring later in life.
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Affiliation(s)
- Jeffrey Toy
- Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Vincent Wan
- Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Dong Goo Lee
- Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Chaocheng Liu
- Department of Dermatology and Skin Science, University of British Columbia, Vancouver, British Columbia, Canada
| | - Patrick Fleming
- Division of Dermatology, University of Toronto, Toronto, Ontario, Canada
| | - Charles Lynde
- Division of Dermatology, University of Toronto, Toronto, Ontario, Canada.,The Lynde Institute for Dermatology, Markham, Ontario, Canada
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Neale H, Schrandt S, Abbott BM, Austin J, Brand C, Camp K, Devenport K, Hall M, Isbell L, Miciano C, Pry S, Quinn P, Rittle J, Tenconi F, Terrell J, Weiss M, Zavitz S, Siegel M. Defining patient-centered research priorities in pediatric dermatology. Pediatr Dermatol 2022; 40:250-257. [PMID: 36443263 DOI: 10.1111/pde.15199] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 11/03/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND/OBJECTIVES Patient and caregiver perspectives are critical in understanding dermatologic disease impact, presentation, and management in children. The Pediatric Dermatology Research Alliance (PeDRA) Patient Advisory Committee (PtAC), a group of patient representatives and parents of children with cutaneous disease, pursued a multistep, iterative, consensus-building process to identify comprehensive, high-priority research needs. METHODS Building on discussions at the 2020 PeDRA Annual Conference, a research prioritization survey was developed and completed by PtAC members. Survey themes were aggregated and workshopped by the PtAC through a series of facilitated calls. Emerging priorities were refined in collaboration with additional PeDRA patient community members at the 2021 PeDRA Annual Conference. Subsequently, a final actionable list was agreed upon. RESULTS Fourteen PtAC members (86.7% female) representing patients with alopecia areata, atopic dermatitis, vascular birthmarks, congenital melanocytic nevi, ectodermal dysplasias, epidermolysis bullosa, Gorlin syndrome, hidradenitis suppurativa, ichthyosis, pemphigus, psoriasis, Sturge-Weber syndrome, and pachyonychia congenita completed the survey. Following serial PtAC meetings, 60 research needs were identified from five domains: psychosocial challenges, health care navigation/disease management, causes/triggers, treatments to preserve or save life, and treatments to preserve or save quality of life. CONCLUSIONS Many pediatric dermatology research priorities align across affected communities and may drive meaningful, patient-centric initiatives and investigations.
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Affiliation(s)
- Holly Neale
- Pediatric Dermatology Research Alliance, Portland, Oregon, USA.,University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA
| | | | - Becky M Abbott
- Pediatric Dermatology Research Alliance Patient Advisory Committee (PeDRA-PtAC), Portland, Oregon, USA.,National Foundation for Ectodermal Dysplasias, Fairview Heights, Illinois, USA
| | - Jennifer Austin
- Pediatric Dermatology Research Alliance Patient Advisory Committee (PeDRA-PtAC), Portland, Oregon, USA.,International Alliance of Dermatology Patient Organizations, Ottawa, Ontario, Canada
| | - Callista Brand
- Pediatric Dermatology Research Alliance Patient Advisory Committee (PeDRA-PtAC), Portland, Oregon, USA.,HS Foundation, Santa Monica, California, USA
| | - Karen Camp
- Pediatric Dermatology Research Alliance Patient Advisory Committee (PeDRA-PtAC), Portland, Oregon, USA
| | | | - Michelle Hall
- Pediatric Dermatology Research Alliance Patient Advisory Committee (PeDRA-PtAC), Portland, Oregon, USA.,EB Research Partnership, New York, New York, USA
| | - Lauren Isbell
- Pediatric Dermatology Research Alliance Patient Advisory Committee (PeDRA-PtAC), Portland, Oregon, USA.,Nevus Outreach, Jonesboro, Arkansas, USA
| | - Charlene Miciano
- Pediatric Dermatology Research Alliance Patient Advisory Committee (PeDRA-PtAC), Portland, Oregon, USA.,National Eczema Association, San Rafael, California, USA
| | - Sarah Pry
- Pediatric Dermatology Research Alliance Patient Advisory Committee (PeDRA-PtAC), Portland, Oregon, USA.,Global Parents for Eczema Research, Santa Barbara, California, USA
| | - Paula Quinn
- Pediatric Dermatology Research Alliance Patient Advisory Committee (PeDRA-PtAC), Portland, Oregon, USA.,National Alopecia Areata Foundation, San Rafael, California, USA
| | - James Rittle
- Pediatric Dermatology Research Alliance Patient Advisory Committee (PeDRA-PtAC), Portland, Oregon, USA.,Pachyonychia Congenita Project, Holladay, Utah, USA
| | - Francesca Tenconi
- Pediatric Dermatology Research Alliance Patient Advisory Committee (PeDRA-PtAC), Portland, Oregon, USA.,Children's Skin Disease Foundation, Walnut Creek, California, USA
| | - Julia Terrell
- Pediatric Dermatology Research Alliance Patient Advisory Committee (PeDRA-PtAC), Portland, Oregon, USA.,The Sturge-Weber Foundation, Randolph, New Jersey, USA
| | - Meredith Weiss
- Pediatric Dermatology Research Alliance Patient Advisory Committee (PeDRA-PtAC), Portland, Oregon, USA.,Gorlin Syndrome Alliance, Reading, Pennsylvania, USA
| | - Sam Zavitz
- Pediatric Dermatology Research Alliance Patient Advisory Committee (PeDRA-PtAC), Portland, Oregon, USA.,Foundation for Ichthyosis and Related Skin Types, Colmar, Pennsylvania, USA
| | - Michael Siegel
- Pediatric Dermatology Research Alliance, Portland, Oregon, USA
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Kamat S, Chennareddy S, D'Ovidio T, Han J, Encarnacion MRNF, Yang C, Silverberg N. Disparities in the Use of Teledermatology During the COVID-19 Pandemic Lockdown in a Pediatric Dermatology Practice. Telemed J E Health 2022; 29:744-750. [PMID: 36112352 DOI: 10.1089/tmj.2022.0221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Background: The COVID-19 pandemic required a rapid expansion of teledermatology services. Objective: Analyze demographic shifts in a pediatric dermatology practice session with children of color. Methods: A retrospective chart review of pediatric dermatology patients seen in the 4 practice weeks preceding the New York COVID-19 lockdown and comparable teledermatology visits during the COVID-19 pandemic lockdown. Demographic differences (e.g., race, age, gender, and household income) were analyzed. Results: A greater proportion of patients seen were White during lockdown (59.7%), compared with pre-lockdown (43.6%), with a reduction in Asian patients seen in lockdown (6.0%) compared with pre-lockdown (24.5%). A lower proportion of no-show patients (4.3%, 3/70 scheduled) were noted in lockdown compared with pre-lockdown (16%, 18/112). Preferred provider organizations (PPO) and higher-income zip codes were more common for children seen during lockdown. Limitations: The sample addresses a limited New York pediatric dermatology practice during a short time period. Conclusions: White patients and patients with PPO were more likely to access telehealth, supporting disparity in teledermatology services. These results demonstrate reduced health care access for lower-income and Asian children during the COVID-19 pandemic lockdown.
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Affiliation(s)
- Samir Kamat
- Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Sumanth Chennareddy
- Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Tyler D'Ovidio
- Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Joseph Han
- Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | | | - Connie Yang
- Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Nanette Silverberg
- Department of Dermatology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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Collop NA, DelRosso LM, Johnson DA. Committed to equity: new collection aims to understand disparities in sleep research. J Clin Sleep Med 2022; 18:1483-1484. [PMID: 35387736 DOI: 10.5664/jcsm.10036] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Affiliation(s)
| | - Lourdes M DelRosso
- University of Washington, Seattle, Washington.,Seattle Children's Hospital, Seattle, Washington
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Abstract
The rapid mobilization of telemedicine during the COVID-19 pandemic has brought about renewed concern about the digital divide. Understanding the benefits and limitations of remote medical care is an ongoing process. Access to telemedicine appointments, as well as the experience of the virtual appointment itself, varies across demographic groups. Telemedicine has promise in dermatology. However, if it continues to expand beyond the pandemic, federal changes may be necessary to improve access to remote care for all patients moving forward. This involves creating mandates for increased broadband access, deploying digital health tools and portals usable by underserved populations, and increasing access to interpreters. Information technology personnel may also become necessary members of the clinical care team. Parity between video and phone visit reimbursement for providers is also necessary.
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Affiliation(s)
- Edward Hadeler
- University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Neil Prose
- Department of Dermatology, Duke University School of Medicine, Durham, North Carolina, USA
| | - Lauren Pontius Floyd
- Department of Dermatology, Duke University School of Medicine, Durham, North Carolina, USA
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