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Wan B, Peven M, Hager G, Sikder S, Vedula SS. Spatial-temporal attention for video-based assessment of intraoperative surgical skill. Sci Rep 2024; 14:26912. [PMID: 39506003 PMCID: PMC11541759 DOI: 10.1038/s41598-024-77176-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 10/21/2024] [Indexed: 11/08/2024] Open
Abstract
Accurate, unbiased, and reproducible assessment of skill is a vital resource for surgeons throughout their career. The objective in this research is to develop and validate algorithms for video-based assessment of intraoperative surgical skill. Algorithms to classify surgical video into expert or novice categories provide a summative assessment of skill, which is useful for evaluating surgeons at discrete time points in their training or certification of surgeons. Using a spatial-temporal neural network architecture, we tested the hypothesis that explicit supervision of spatial attention supervised by instrument tip locations improves the algorithm's generalizability to unseen dataset. The best performing model had an area under the receiver operating characteristic curve (AUC) of 0.88. Augmenting the network with supervision of spatial attention improved specificity of its predictions (with small changes in sensitivity and AUC) and led to improved measures of discrimination when tested with unseen dataset. Our findings show that explicit supervision of attention learned from images using instrument tip locations can improve performance of algorithms for objective video-based assessment of surgical skill.
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Affiliation(s)
- Bohua Wan
- Department of Computer Science, Whiting School of Engineering, Johns Hopkins University, Baltimore, 21218, USA
- Malone Center for Engineering in Healthcare, Johns Hopkins University, Baltimore, 21218, USA
| | - Michael Peven
- Department of Computer Science, Whiting School of Engineering, Johns Hopkins University, Baltimore, 21218, USA
- Malone Center for Engineering in Healthcare, Johns Hopkins University, Baltimore, 21218, USA
| | - Gregory Hager
- Department of Computer Science, Whiting School of Engineering, Johns Hopkins University, Baltimore, 21218, USA
- Malone Center for Engineering in Healthcare, Johns Hopkins University, Baltimore, 21218, USA
| | - Shameema Sikder
- Malone Center for Engineering in Healthcare, Johns Hopkins University, Baltimore, 21218, USA
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, 21205, USA
| | - S Swaroop Vedula
- Malone Center for Engineering in Healthcare, Johns Hopkins University, Baltimore, 21218, USA.
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Kang C, Lee MJ, Chomsky A, Oetting TA, Greenberg PB. Risk factors for complications in resident-performed cataract surgery: A systematic review. Surv Ophthalmol 2024; 69:638-645. [PMID: 38648911 DOI: 10.1016/j.survophthal.2024.04.002] [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] [Received: 12/22/2023] [Revised: 04/02/2024] [Accepted: 04/08/2024] [Indexed: 04/25/2024]
Abstract
We assessed risk factors for complications associated with resident-performed cataract surgery. Using the Preferred Reporting Items for Systematic reviews and Meta-Analyses guidelines, we searched 4databases in September, 2023. We included peer-reviewed, full-text, English-language articles assessing risk factors for complications in resident performed cataract surgery. We excluded studies describing cataract surgeries performed by fellows, combined surgeries, and studies with insufficient information. Our initial search yielded 6244 articles; 15 articles were included after title/abstract and full-text review. Patient-related risk factors included older age, hypertension, prior vitrectomy, zonular pathology, pseudoexfoliation, poor preoperative visual acuity, small pupils, and selected types of cataracts. Surgeon-related risk factors included resident postgraduate year and surgeon right-handedness. Other risk factors included absence of supervision, long phacoemulsification time, and phacoemulsification with high power and torsion. The quality of the studies was assessed using the Grading of Recommendations, Assessment, Development, and Evaluation; most studies graded as moderate, primarily due to risk of bias. When assigning cases to residents, graduate medical educators should consider general and resident-specific risk factors to facilitate teaching and preserve patient safety.
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Affiliation(s)
- Chaerim Kang
- Program in Liberal Medical Education, Brown University, Providence, RI, USA; Division of Ophthalmology, Alpert Medical School, Brown University, Providence, RI, USA
| | - Matthew J Lee
- Division of Ophthalmology, Alpert Medical School, Brown University, Providence, RI, USA
| | - Amy Chomsky
- Department of Ophthalmology and Visual Sciences, Vanderbilt University, Nashville, TN, USA; Section of Ophthalmology, VA Tennessee Valley Healthcare System, Nashville, TN, USA
| | - Thomas A Oetting
- Department of Ophthalmology and Visual Sciences, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Paul B Greenberg
- Division of Ophthalmology, Alpert Medical School, Brown University, Providence, RI, USA; Section of Ophthalmology, VA Providence Healthcare System, Providence, RI, USA.
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3
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Falb T, Singer C, Holter M, Eder L, Grosspötzl M, Weger M, Lindner E, Berghold A, Mayer-Xanthaki C, Haas A, Wedrich A. Evaluation of intravitreal injections as a risk factor for capsular rupture during cataract surgery. CANADIAN JOURNAL OF OPHTHALMOLOGY 2024:S0008-4182(24)00155-8. [PMID: 38834170 DOI: 10.1016/j.jcjo.2024.05.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 04/16/2024] [Accepted: 05/12/2024] [Indexed: 06/06/2024]
Abstract
OBJECTIVE To determine whether previous intravitreal injections are an independent risk factor for posterior capsular rupture (PCR) during cataract surgery after adjusting for known risk factors. DESIGN Single-centre medical records analysis of a population-based cohort at a university-based referral centre. A retrospective cohort study has been conducted with inclusion of cataract surgeries done from January 1, 2005 to December 31, 2020 at the Department of Ophthalmology, Medical University of Graz, Austria. PARTICIPANTS All consecutive cataract surgeries done in patients of at least 18 years of age from January 1, 2005 to December 31, 2020 have been included. METHODS Association between previous intravitreal injections and PCR rates has been analysed through univariable and multivariable generalized estimating equations (GEE). Other investigated risk factors were age, combined surgery, pseudoexfoliation, surgeon's experience, and type of cataract surgery. RESULTS A statistically significant higher rate of posterior capsular rupture during cataract surgery has been found in patients with previous intravitreal therapy compared with patients with no history of intravitreal therapy (OR 1.27, 95% CI 1.10-1.46, p = 0.008). However, after adjusting for confounding risk factors, no statistically significant effect was seen (OR 1.04, 95% CI 0.89-1.21, p = 0.664). CONCLUSION We found no association between history of intravitreal injections and PCR during cataract surgery after adjusting for known risk factors. Further studies upon interactions between history of intravitreal injections and known risk factors for PCR, especially pseudoexfoliation, are needed.
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Affiliation(s)
- Thomas Falb
- Department of Ophthalmology, Medical University of Graz, Graz, Austria.
| | - Christoph Singer
- Department of Ophthalmology, Medical University of Graz, Graz, Austria
| | - Magdalena Holter
- Institute for Medical Informatics, Statistics and Documentation, Medical University of Graz, Graz, Austria
| | - Lisa Eder
- Department of Ophthalmology, Medical University of Graz, Graz, Austria
| | - Manuel Grosspötzl
- Department of Ophthalmology, Medical University of Graz, Graz, Austria
| | - Martin Weger
- Department of Ophthalmology, Medical University of Graz, Graz, Austria
| | - Ewald Lindner
- Department of Ophthalmology, Medical University of Graz, Graz, Austria
| | - Andrea Berghold
- Institute for Medical Informatics, Statistics and Documentation, Medical University of Graz, Graz, Austria
| | | | - Anton Haas
- Department of Ophthalmology, Medical University of Graz, Graz, Austria
| | - Andreas Wedrich
- Department of Ophthalmology, Medical University of Graz, Graz, Austria
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4
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Howard RA, Thelen AE, Chen X, Gates R, Krumm AE, Millis MA, Gupta T, Brown CS, Bandeh-Ahmadi H, Wnuk GM, Yee CC, Ryan AM, Mukherjee B, Dimick JB, George BC. Mortality and Severe Complications Among Newly Graduated Surgeons in the United States. Ann Surg 2024; 279:555-560. [PMID: 37830271 PMCID: PMC10939969 DOI: 10.1097/sla.0000000000006128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2023]
Abstract
OBJECTIVE To evaluate severe complications and mortality over years of independent practice among general surgeons. BACKGROUND Despite concerns that newly graduated general surgeons may be unprepared for independent practice, it is unclear whether patient outcomes differ between early and later career surgeons. METHODS We used Medicare claims for patients discharged between July 1, 2007 and December 31, 2019 to evaluate 30-day severe complications and mortality for 26 operations defined as core procedures by the American Board of Surgery. Generalized additive mixed models were used to assess the association between surgeon years in practice and 30-day outcomes while adjusting for differences in patient, hospital, and surgeon characteristics. RESULTS The cohort included 1,329,358 operations performed by 14,399 surgeons. In generalized mixed models, the relative risk (RR) of mortality was higher among surgeons in their first year of practice compared with surgeons in their 15th year of practice [5.5% (95% CI: 4.1%-7.3%) vs 4.7% (95% CI: 3.5%-6.3%), RR: 1.17 (95% CI: 1.11-1.22)]. Similarly, the RR of severe complications was higher among surgeons in their first year of practice compared with surgeons in their 15th year of practice [7.5% (95% CI: 6.6%-8.5%) versus 6.9% (95% CI: 6.1%-7.9%), RR: 1.08 (95% CI: 1.03-1.14)]. When stratified by individual operation, 21 operations had a significantly higher RR of mortality and all 26 operations had a significantly higher RR of severe complications in the first compared with the 15th year of practice. CONCLUSIONS Among general surgeons performing common operations, rates of mortality and severe complications were higher among newly graduated surgeons compared with later career surgeons.
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Affiliation(s)
- Ryan A Howard
- Department of Surgery, University of Michigan, Ann Arbor, MI
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
- Department of Surgery, Center for Surgical Training and Research, University of Michigan, Ann Arbor, MI
| | - Angela E Thelen
- Department of Surgery, University of Michigan, Ann Arbor, MI
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
- Department of Surgery, Center for Surgical Training and Research, University of Michigan, Ann Arbor, MI
| | - Xilin Chen
- Department of Surgery, Center for Surgical Training and Research, University of Michigan, Ann Arbor, MI
| | - Rebecca Gates
- Department of Surgery, Center for Surgical Training and Research, University of Michigan, Ann Arbor, MI
| | - Andrew E Krumm
- Department of Surgery, University of Michigan, Ann Arbor, MI
- Department of Surgery, Center for Surgical Training and Research, University of Michigan, Ann Arbor, MI
- Department of Learning Health Sciences, University of Michigan, Ann Arbor, Michigan American Board of Surgery, Philadelphia, PA
| | - Michael Andrew Millis
- Department of Surgery, University of Michigan, Ann Arbor, MI
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Tanvi Gupta
- Department of Surgery, Center for Surgical Training and Research, University of Michigan, Ann Arbor, MI
| | - Craig S Brown
- Department of Surgery, University of Michigan, Ann Arbor, MI
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Hoda Bandeh-Ahmadi
- Department of Surgery, University of Michigan, Ann Arbor, MI
- Department of Surgery, Center for Surgical Training and Research, University of Michigan, Ann Arbor, MI
| | - Greg M Wnuk
- Department of Surgery, University of Michigan, Ann Arbor, MI
- Department of Surgery, Center for Surgical Training and Research, University of Michigan, Ann Arbor, MI
| | - Chia Chye Yee
- Department of Surgery, Center for Surgical Training and Research, University of Michigan, Ann Arbor, MI
| | - Andrew M Ryan
- Department of Biostatistics and Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI
- Center for Evaluating Health Reform, University of Michigan, Ann Arbor, MI
| | - Bhramar Mukherjee
- Department of Biostatistics and Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI
| | - Justin B Dimick
- Department of Surgery, University of Michigan, Ann Arbor, MI
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Brian C George
- Department of Surgery, University of Michigan, Ann Arbor, MI
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
- Department of Surgery, Center for Surgical Training and Research, University of Michigan, Ann Arbor, MI
- Department of Learning Health Sciences, University of Michigan, Ann Arbor, Michigan American Board of Surgery, Philadelphia, PA
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Denadai R, Seo HJ, Go Pascasio DC, Sato N, Murali S, Lo CC, Chou PY, Lo LJ. Modified Medial Incision Small Double-Opposing Z-Plasty for Treating Veau Type I Cleft Palate: Is the Early Result Reproducible? Cleft Palate Craniofac J 2024; 61:247-257. [PMID: 36066016 DOI: 10.1177/10556656221123917] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
OBJECTIVE An inspiring early result with no oronasal fistula formation was recently described for a modified medial incision small double-opposing Z-plasty (MIsDOZ) for treating Veau type I cleft palate. This study describes an early single-surgeon experience in applying this newly proposed surgical approach. DESIGN Retrospective single-surgeon study. PATIENTS Consecutive nonsyndromic patients (n = 27) with Veau I cleft palate. INTERVENTIONS Topographic anatomical-guided MIsDOZ palatoplasty with pyramidal space dissection (releasing of the ligamentous fibers in the greater palatine neurovascular bundle and pyramidal process region, in-fracture of the pterygoid hamulus, and widening of space of Ernst) performed by a novice surgeon (RD). MEAN OUTCOME MEASURES Age at surgery, the presence of cleft lip, palatal cleft width, use of lateral relaxing incision, and 6-month complication rate (bleeding, dehiscence, fistula, and flap necrosis). A published senior surgeon-based outcome dataset (n = 24) was retrieved for comparison purposes. RESULTS Twenty-two (81.5%) and 5 (18.5%) patients received the medial incision only technique and lateral incision technique, respectively (P = .002). Age, presence of cleft lip, and cleft width were not associated (all P > .05) with the use of lateral incision. Comparative analysis between the novice surgeon- and senior surgeon-based datasets revealed no significant differences for sex (females: 74.1% vs 62.5%; P = .546), age (10.2 ± 1.7 vs 9.6 ± 1.2 months; P = .143), rate of lateral incision (18.5% vs 4.2%; P = .195), and postoperative complication rate (0% vs 0%). CONCLUSION This modified DOZ palatoplasty proved to be a reproducible procedure for Veau I cleft palate closure, with reduced need for lateral incision and with no early complication.
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Affiliation(s)
- Rafael Denadai
- Plastic and Cleft-Craniofacial Surgery, A&D DermePlastique, Sao Paulo, Brazil
| | - Hyung Joon Seo
- Department of Plastic and Reconstructive Surgery, Biomedical Research Institute, Pusan National University Hospital, Busan, Korea
| | - Dax Carlo Go Pascasio
- Section of Plastic and Reconstructive Surgery, Southern Philippines Medical Center, Davao, Philippines
| | - Nobuhiro Sato
- Department of Plastic and Reconstructive Surgery, Showa University Hospital, Tokyo, Japan
| | - Srinisha Murali
- Oral and Maxillofacial Surgery, Kumaran Clinic and Nursing Home Trichy, Tamil Nadu, India
| | - Chi-Chin Lo
- Department of Plastic and Reconstructive Surgery, Craniofacial Research Center, Chang Gung Memorial Hospital, Chang Gung University, Taoyuan, Taiwan
| | - Pang-Yung Chou
- Department of Plastic and Reconstructive Surgery, Craniofacial Research Center, Chang Gung Memorial Hospital, Chang Gung University, Taoyuan, Taiwan
| | - Lun-Jou Lo
- Department of Plastic and Reconstructive Surgery, Craniofacial Research Center, Chang Gung Memorial Hospital, Chang Gung University, Taoyuan, Taiwan
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Rodríguez-Calvo-de-Mora M, Rocha-de-Lossada C, Rodríguez-Vallejo M, Zamora-de-la-Cruz D, Fernández J. Retinal detachment after refractive lens exchange: A narrative review. ARCHIVOS DE LA SOCIEDAD ESPANOLA DE OFTALMOLOGIA 2023; 98:507-520. [PMID: 37364678 DOI: 10.1016/j.oftale.2023.06.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 06/01/2023] [Indexed: 06/28/2023]
Abstract
Refractive lens exchange (RLE) allows to correct ametropias and presbyopia by replacing the crystalline lens with an extended depth of focus or multifocal intraocular lens (IOL). Retinal detachment (RD) is one of the most serious adverse events after RLE. This study aimed to review the evidence related to the risk of RD after RLE and clinical outcomes. A search using PubMed and a snowball search approach was conducted to identify articles and case reports. According to the literature, the risks of RD should be considered in patients <60 years old with axial lengths >23 mm. Only nine articles reported visual acuity (VA) after RD in RLE, and only 25% of eyes had a VA > 20/40. Considering that the decrease in VA might be uniform for all types of IOLs after RD, surgeons should focus on selecting the patient to prevent RD rather than on a particular IOL optical design based on the potential risk of DR.
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Affiliation(s)
- M Rodríguez-Calvo-de-Mora
- Qvision, Departamento de Oftalmología, VITHAS Almería Hospital, Almería, Spain; Departamento de Oftalmología, VITHAS Málaga, Málaga, Spain; Departamento de Oftalmología, Hospital Regional Universitario Málaga, Málaga, Spain.
| | - C Rocha-de-Lossada
- Qvision, Departamento de Oftalmología, VITHAS Almería Hospital, Almería, Spain; Departamento de Oftalmología, VITHAS Málaga, Málaga, Spain; Departamento de Oftalmología, Hospital Regional Universitario Málaga, Málaga, Spain; Departamento de Cirugía, Área de Oftalmología, Universidad de Sevilla, Sevilla, Spain
| | - M Rodríguez-Vallejo
- Qvision, Departamento de Oftalmología, VITHAS Almería Hospital, Almería, Spain
| | - D Zamora-de-la-Cruz
- Departamento de Segmento Anterior, Instituto de Oftalmología Fundación Conde de Valenciana, Mexico City, Mexico; Departamento de Segmento Anterior, Hospital Mexiquense de Salud Visual, ISEM, Naucalpan de Juárez, Mexico
| | - J Fernández
- Qvision, Departamento de Oftalmología, VITHAS Almería Hospital, Almería, Spain
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7
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Zafar A, Shaheen F, Afzal T, Ahmad S, Amjad M. Role of Prophylactic Oral Antibiotics in the Prevention of Post-cataract Surgery Acute Infective Endophthalmitis. Cureus 2023; 15:e42662. [PMID: 37644955 PMCID: PMC10462403 DOI: 10.7759/cureus.42662] [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: 07/29/2023] [Indexed: 08/31/2023] Open
Abstract
Purpose To evaluate the role of perioperative oral antibiotics in the prevention of acute infective endophthalmitis (IE) after cataract surgery. Methods A prospective cohort study of patients older than 18 years of age undergoing uncomplicated phacoemulsification was conducted. Group A was given post-op oral ciprofloxacin for three days, whereas Group B was not. Both groups received 5% povidone-iodine (PVI) preparation for five minutes in the conjunctival cul-de-sac, and intracameral (IC) 0.5% moxifloxacin was administered at the end of the procedure as prophylaxis. The minimum post-op follow-up period was six weeks. Results Out of 2161 patients, 859 (39.8%) were included in Group A, and 1302 (60.2%) were included in Group B. No significant difference in anterior chamber (AC) reaction was found on day 1 (p = 0.67), day 14 (p = 0.03), or day 45 (p = 0.1). One patient developed acute post-op IE (0.04%) and two patients developed toxic anterior segment syndrome (TASS) from Group A. The non-oral antibiotic group had no serious complications. Conclusion Perioperative oral antibiotic use in routine clinical practice is not recommended for the prevention of acute post-op IE. Pre-op conjunctival PVI 5% for five minutes and IC moxifloxacin at the end of surgery were proven to be effective prophylactic measures in our study.
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Affiliation(s)
- Aruba Zafar
- Department of Ophthalmology, Al Shifa Trust Eye Hospital, Rawalpindi, PAK
| | - Fiza Shaheen
- Department of Vitreoretina, Al Shifa Trust Eye Hospital, Rawalpindi, PAK
| | - Tahira Afzal
- Department of Vitreoretina, Al Shifa Trust Eye Hospital, Rawalpindi, PAK
| | - Sabihuddin Ahmad
- Department of Ophthalmology, Al Shifa Trust Eye Hospital, Rawalpindi, PAK
| | - Muhammad Amjad
- Department of Vitreoretina, Al Shifa Trust Eye Hospital, Rawalpindi, PAK
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8
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Cicinelli MV, Buchan JC, Nicholson M, Varadaraj V, Khanna RC. Cataracts. Lancet 2023; 401:377-389. [PMID: 36565712 DOI: 10.1016/s0140-6736(22)01839-6] [Citation(s) in RCA: 72] [Impact Index Per Article: 36.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Revised: 08/03/2022] [Accepted: 09/15/2022] [Indexed: 12/24/2022]
Abstract
94 million people are blind or visually impaired globally, and cataract is the most common cause of blindness worldwide. However, most cases of blindness are avoidable. Cataract is associated with decreased quality of life and reduced life expectancy. Most cases of cataract occur after birth and share ageing and oxidative stress as primary causes, although several non-modifiable and modifiable risk factors can accelerate cataract formation. In most patients, phacoemulsification with intraocular lens implantation is the preferred treatment and is highly cost-effective. There has been an increase in the use of comprehensive cataract surgical services, including diagnoses, treatment referrals, and rehabilitation. However, global inequity in surgical service quality is still a limitation. Implementation of preoperative risk assessment, risk reduction strategies, and new surgical technologies have made cataract surgery possible at an earlier stage of cataract severity with the expectation of good refractive outcomes. The main challenge is making the service that is currently available to some patients accessible to all by use of universal health coverage.
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Affiliation(s)
- Maria Vittoria Cicinelli
- School of Medicine, Vita-Salute San Raffaele University, Milan, Italy; Department of Ophthalmology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - John C Buchan
- International Centre for Eye Health, London School of Hygiene & Tropical Medicine, London, UK
| | - Maneck Nicholson
- Brien Holden Eye Research Centre, L V Prasad Eye Institute, Hyderabad, India
| | | | - Rohit C Khanna
- Allen Foster Community Eye Health Research Centre, Gullapalli Pratibha Rao International Centre for Advancement of Rural Eye Care, Hyderabad, India; Brien Holden Eye Research Centre, L V Prasad Eye Institute, Hyderabad, India; School of Optometry and Vision Science, University of New South Wales, Sydney, NSW, Australia; School of Medicine and Dentistry, University of Rochester, Rochester, NY, USA.
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9
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Xiao G, Srikumaran D, Sikder S, Woreta F, Boland MV. Assessing Resident Cataract Surgical Outcomes Using Electronic Health Record Data. OPHTHALMOLOGY SCIENCE 2022; 3:100260. [PMID: 36685714 PMCID: PMC9852949 DOI: 10.1016/j.xops.2022.100260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 11/20/2022] [Accepted: 11/23/2022] [Indexed: 12/11/2022]
Abstract
Objective To demonstrate that electronic health record (EHR) data can be used in an automated approach to evaluate cataract surgery outcomes. Design Retrospective analysis. Subjects Resident and faculty surgeons. Methods Electronic health record data were collected from cataract surgeries performed at the Johns Hopkins Wilmer Eye Institute, and cases were categorized into resident or attending as primary surgeon. Preoperative and postoperative visual acuity (VA) and unplanned return to operating room were extracted from the EHR. Main Outcome Measures Postoperative VA and reoperation rate within 90 days. Results This study analyzed 14 537 cataract surgery cases over 32 months. Data were extracted from the EHR using an automated approach to assess surgical outcomes for resident and attending surgeons. Of 337 resident surgeries with both preoperative and postoperative VA data, 248 cases (74%) had better postoperative VA, and 170 cases (51%) had more than 2 lines improvement. There was no statistical difference in the proportion of cases with better postoperative VA or more than 2 lines improvement between resident and attending cases. Attending surgeons had a statistically greater proportion of cases with postoperative VA better than 20/40, but this finding has to be considered in the context that, on average, resident cases started out with poorer baseline VA.A multivariable regression model of VA outcomes vs. resident/attending status that controlled for preoperative VA, patient age, American Society of Anesthesiologists (ASA) score, and estimated income found that resident status, preoperative VA, patient age, ASA score, and estimated income were all significant predictors of VA. The rate of unplanned return to the operating room within 90 days of cataract surgery was not statistically different between resident (1.8%) and attending (1.2%) surgeons. Conclusions This study demonstrates that EHR data can be used to evaluate and monitor surgical outcomes in an ongoing way. Analysis of EHR-extracted cataract outcome data showed that preoperative VA, ASA classification, and attending/resident status were important in predicting postoperative VA outcomes. These findings suggest that the utilization of EHR data could enable continuous assessment of surgical outcomes and inform interventions to improve resident training. Financial Disclosure(s): Proprietary or commercial disclosure may be found after the references.
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Affiliation(s)
- Grace Xiao
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Divya Srikumaran
- Johns Hopkins University School of Medicine, Baltimore, Maryland,Johns Hopkins Wilmer Eye Institute, Baltimore, Maryland
| | - Shameema Sikder
- Johns Hopkins University School of Medicine, Baltimore, Maryland,Johns Hopkins Wilmer Eye Institute, Baltimore, Maryland
| | - Fasika Woreta
- Johns Hopkins University School of Medicine, Baltimore, Maryland,Johns Hopkins Wilmer Eye Institute, Baltimore, Maryland
| | - Michael V. Boland
- Massachusetts Eye and Ear and Harvard Medical School, Boston, Massachusetts,Correspondence: Michael V. Boland, MD, PhD, Massachusetts Eye and Ear, 243 Charles St., Boston, MA 02114.
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10
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Gómez Rivas J, Toribio Vázquez C, Ballesteros Ruiz C, Taratkin M, Marenco JL, Cacciamani GE, Checcucci E, Okhunov Z, Enikeev D, Esperto F, Grossmann R, Somani B, Veneziano D. Artificial intelligence and simulation in urology. Actas Urol Esp 2021; 45:524-529. [PMID: 34526254 DOI: 10.1016/j.acuroe.2021.07.001] [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: 10/12/2020] [Accepted: 10/27/2020] [Indexed: 10/20/2022]
Abstract
INTRODUCTION AND OBJECTIVE Artificial intelligence (AI) is in full development and its implementation in medicine has led to an improvement in clinical and surgical practice. One of its multiple applications is surgical training, with the creation of programs that allow avoiding complications and risks for the patient. The aim of this article is to analyze the advantages of AI applied to surgical training in urology. MATERIAL AND METHODS A literary research is carried out to identify articles published in English regarding AI applied to medicine, especially in surgery and the acquisition of surgical skills. RESULTS Surgical training has evolved over time thanks to AI. A model for surgical learning where skills are acquired in a progressive way while avoiding complications to the patient, has been created. The use of simulators allows a progressive learning, providing trainees with procedures that increase in number and complexity. On the other hand, AI is used in imaging tests for surgical or treatment planning. CONCLUSION Currently, the use of AI in daily clinical practice has led to progress in medicine, specifically in surgical training.
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Affiliation(s)
- J Gómez Rivas
- Departamento de Urología, Hospital Clínico San Carlos, Madrid, Spain; Young Academic Urologist-Urotechnology Working Party (ESUT-YAU), European Association of Urology, Arnhem, The Netherlands.
| | - C Toribio Vázquez
- Departamento de Urología, Hospital Universitario La Paz, Madrid, Spain
| | | | - M Taratkin
- Young Academic Urologist-Urotechnology Working Party (ESUT-YAU), European Association of Urology, Arnhem, The Netherlands; Institute for Urology and Reproductive Health, Sechenov University, Moscú, Russia
| | - J L Marenco
- Young Academic Urologist-Urotechnology Working Party (ESUT-YAU), European Association of Urology, Arnhem, The Netherlands; Departamento de Urología, Instituto Valenciano de Oncología, Valencia, Spain
| | - G E Cacciamani
- Young Academic Urologist-Urotechnology Working Party (ESUT-YAU), European Association of Urology, Arnhem, The Netherlands; Catherine and Joseph Aresty Department of Urology, USC Institute of Urology, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - E Checcucci
- Young Academic Urologist-Urotechnology Working Party (ESUT-YAU), European Association of Urology, Arnhem, The Netherlands; Division of Urology, Department of Oncology, School of Medicine, San Luigi Hospital, University of Turin, Orbassano, Italy
| | - Z Okhunov
- Young Academic Urologist-Urotechnology Working Party (ESUT-YAU), European Association of Urology, Arnhem, The Netherlands; Department of Urology, University of California, Irvine, CA, United States
| | - D Enikeev
- Institute for Urology and Reproductive Health, Sechenov University, Moscú, Russia
| | - F Esperto
- Department of Urology, Campus Biomedico, University of Rome, Roma, Italy
| | - R Grossmann
- Young Academic Urologist-Urotechnology Working Party (ESUT-YAU), European Association of Urology, Arnhem, The Netherlands; Eastern Maine Medical Center, Bangor, ME, United States
| | - B Somani
- Department of Urology, University Hospital Southhampton, Southampton, United Kingdom
| | - D Veneziano
- Young Academic Urologist-Urotechnology Working Party (ESUT-YAU), European Association of Urology, Arnhem, The Netherlands; Department of Urology and Kidney Transplant, Grande Ospedale Metropolitano, Reggio Calabria, Italy
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Gómez Rivas J, Toribio Vázquez C, Ballesteros Ruiz C, Taratkin M, Marenco JL, Cacciamani GE, Checcucci E, Okhunov Z, Enikeev D, Esperto F, Grossmann R, Somani B, Veneziano D. Artificial intelligence and simulation in urology. Actas Urol Esp 2021; 45:S0210-4806(21)00088-7. [PMID: 34127285 DOI: 10.1016/j.acuro.2020.10.012] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Accepted: 10/27/2020] [Indexed: 11/28/2022]
Abstract
INTRODUCTION AND OBJECTIVE Artificial intelligence (AI) is in full development and its implementation in medicine has led to an improvement in clinical and surgical practice. One of its multiple applications is surgical training, with the creation of programs that allow avoiding complications and risks for the patient. The aim of this article is to analyze the advantages of AI applied to surgical training in urology. MATERIAL AND METHODS A literary research is carried out to identify articles published in English regarding AI applied to medicine, especially in surgery and the acquisition of surgical skills. RESULTS Surgical training has evolved over time thanks to AI. A model for surgical learning where skills are acquired in a progressive way while avoiding complications to the patient, has been created. The use of simulators allows a progressive learning, providing trainees with procedures that increase in number and complexity. On the other hand, AI is used in imaging tests for surgical or treatment planning. CONCLUSION Currently, the use of AI in daily clinical practice has led to progress in medicine, specifically in surgical training.
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Affiliation(s)
- J Gómez Rivas
- Departamento de Urología, Hospital Clínico San Carlos, Madrid, España; Young Academic Urologist-Urotechnology Working Party (ESUT-YAU), European Association of Urology, Arnhem, Países Bajos.
| | - C Toribio Vázquez
- Departamento de Urología, Hospital Universitario La Paz, Madrid, España
| | | | - M Taratkin
- Young Academic Urologist-Urotechnology Working Party (ESUT-YAU), European Association of Urology, Arnhem, Países Bajos; Institute for Urology and Reproductive Health, Sechenov University, Moscú, Rusia
| | - J L Marenco
- Young Academic Urologist-Urotechnology Working Party (ESUT-YAU), European Association of Urology, Arnhem, Países Bajos; Departamento de Urología, Instituto Valenciano de Oncología, Valencia, España
| | - G E Cacciamani
- Young Academic Urologist-Urotechnology Working Party (ESUT-YAU), European Association of Urology, Arnhem, Países Bajos; Catherine and Joseph Aresty Department of Urology, USC Institute of Urology, Keck School of Medicine, University of Southern California, Los Angeles, California, Estados Unidos
| | - E Checcucci
- Young Academic Urologist-Urotechnology Working Party (ESUT-YAU), European Association of Urology, Arnhem, Países Bajos; Division of Urology, Department of Oncology, School of Medicine, San Luigi Hospital, University of Turin, Orbassano, Italia
| | - Z Okhunov
- Young Academic Urologist-Urotechnology Working Party (ESUT-YAU), European Association of Urology, Arnhem, Países Bajos; Department of Urology, University of California, Irvine, California, Estados Unidos
| | - D Enikeev
- Institute for Urology and Reproductive Health, Sechenov University, Moscú, Rusia
| | - F Esperto
- Department of Urology, Campus Biomedico, University of Rome, Roma, Italia
| | - R Grossmann
- Young Academic Urologist-Urotechnology Working Party (ESUT-YAU), European Association of Urology, Arnhem, Países Bajos; Eastern Maine Medical Center, Bangor, Maine, Estados Unidos
| | - B Somani
- Department of Urology, University Hospital Southhampton, Southampton, Reino Unido
| | - D Veneziano
- Young Academic Urologist-Urotechnology Working Party (ESUT-YAU), European Association of Urology, Arnhem, Países Bajos; Department of Urology and Kidney Transplant, Grande Ospedale Metropolitano, Reggio Calabria, Italia
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Assessing the Phacoemulsification Learning Curve Utilizing Duration of Each Step. J Cataract Refract Surg 2021; 48:44-50. [PMID: 34034292 DOI: 10.1097/j.jcrs.0000000000000703] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Accepted: 05/18/2021] [Indexed: 11/26/2022]
Abstract
PURPOSE To assess the phacoemulsification learning curve for ophthalmology residents using duration for each step. SETTING Single tertiary, training site hospital. DESIGN Cross sectional study examining duration of cataract surgery steps as a function of categorized experience levels. METHODS Emory Ophthalmology PGY-3 and PGY-4 residents operating at Grady Memorial Hospital between April 2017 and February 2018 were eligible to participate. Duration in seconds for each step of surgery was calculated for incisions, continuous curvilinear capsulorrhexis (CCC), hydrodissection, nucleus disassembly, quadrant removal, cortical cleanup, intra-ocular lens insertion, closure, and this outcome was analyzed as a function of different experience levels. RESULTS 528 surgeries were included out of 549 total surgeries recorded. Six categories of experience levels were established A-F, increasing by increments of 50. There was an overall downward trend across various steps across the eight case categories, and several adjacent categories demonstrate statistically significant differences. The three most time-intensive steps early in training were nucleus disassembly (336.5 ± 16.5 secs), quadrant removal (275.1 ± 18.0 secs) and cortical cleanup (244.2 ± 24.6 secs). There was a sustained drop in mean duration for all steps through at least Category D, with most steps showing a drop through Category F. CONCLUSIONS There is a benefit to a higher case load, well above the ACGME-mandated 86 cases. Improvements in efficiency were observed after 250 cases with nuclear disassembly and CCC demonstrating a significant decrease in operative time.
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Choi JJ, Kim HK, Yi K. Comparison of the Accuracies of Intraocular Lens Power Formulae by the Type of Implanted Lens. JOURNAL OF THE KOREAN OPHTHALMOLOGICAL SOCIETY 2021. [DOI: 10.3341/jkos.2021.62.3.315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Campbell RJ, El-Defrawy SR, Gill SS, Whitehead M, Campbell EDLP, Hooper PL, Bell CM, Ten Hove MW. Surgical Outcomes among Focused versus Diversified Cataract Surgeons. Ophthalmology 2021; 128:827-834. [PMID: 33637327 DOI: 10.1016/j.ophtha.2021.01.016] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Revised: 12/09/2020] [Accepted: 01/12/2021] [Indexed: 11/26/2022] Open
Abstract
PURPOSE Narrowly focused surgical practice has become increasingly common in ophthalmology and may have an effect on surgical outcomes. Previous research evaluating the influence of surgical focus on cataract surgical outcomes has been lacking. This study aimed to evaluate whether surgeons' exclusive surgical focus on cataract surgery influences the risk of cataract surgical adverse events. DESIGN Population-based cohort study. PARTICIPANTS All patients 66 years of age or older undergoing cataract surgery in Ontario, Canada, between January 1, 2002, and December 31, 2013. METHODS Outcomes of isolated cataract surgery performed by exclusive cataract surgeons (no other types of surgery performed), moderately diversified cataract surgeons (1%-50% noncataract procedures), and highly diversified cataract surgeons (>50% noncataract procedures) were evaluated using linked healthcare databases and controlling for patient-, surgeon-, and institution-level covariates. Surgeon-level covariates included both surgeon experience and surgical volume. MAIN OUTCOME MEASURES Composite outcome incorporating 4 adverse events: posterior capsule rupture, dropped lens fragments, retinal detachment, and suspected endophthalmitis. RESULTS The study included 1 101 864 cataract operations. Patients had a median age of 76 years, and 60.2% were female. Patients treated by the 3 groups of surgeons were similar at baseline. Adverse events occurred in 0.73%, 0.78%, and 2.31% of cases performed by exclusive cataract surgeons, moderately diversified surgeons, and highly diversified surgeons, respectively. The risk of cataract surgical adverse events for patients operated on by moderately diversified surgeons was not different than for patients operated on by exclusive cataract surgeons (odds ratio [OR], 1.08; 95% confidence interval [CI], 1.00-1.18). Patients operated on by highly diversified surgeons had a higher risk of adverse events than patients operated on by exclusive cataract surgeons (OR, 1.52; 95% CI, 1.09-2.14). This resulted in an absolute risk difference of 0.016 (95% CI, 0.012-0.020) and a number needed to harm of 64 (95% CI, 50-87). CONCLUSIONS Exclusive surgical focus did not affect the safety of cataract surgery when compared with moderate levels of surgical diversification. The risk of cataract surgical adverse events was higher among surgeons whose practice was dedicated mainly to noncataract surgery.
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Affiliation(s)
- Robert J Campbell
- Department of Ophthalmology, Queen's University, Kingston, Canada; Department of Ophthalmology, Kingston Health Sciences Centre, Hotel Dieu Hospital site, Kingston, Canada; Institute for Clinical Evaluative Sciences, Ontario, Canada.
| | - Sherif R El-Defrawy
- Department of Ophthalmology, University of Toronto, Toronto, Canada; Department of Ophthalmology, Kensington Eye Institute, Toronto, Canada
| | - Sudeep S Gill
- Institute for Clinical Evaluative Sciences, Ontario, Canada; Division of Geriatric Medicine, Queen's University, Kingston, Canada; Division of Geriatric Medicine, Providence Care Hospital, Kingston, Canada
| | - Marlo Whitehead
- Institute for Clinical Evaluative Sciences, Ontario, Canada; Queen's University, Kingston, Canada
| | - Erica de L P Campbell
- Department of Ophthalmology, Queen's University, Kingston, Canada; Department of Ophthalmology, Kingston Health Sciences Centre, Hotel Dieu Hospital site, Kingston, Canada
| | - Philip L Hooper
- Department of Ophthalmology, University of Western Ontario, London, Canada; Department of Ophthalmology, St. Joseph's Hospital, London, Canada
| | - Chaim M Bell
- Institute for Clinical Evaluative Sciences, Ontario, Canada; Department of Medicine, University of Toronto, Toronto, Canada; Institute of Health Policy Management and Evaluation, University of Toronto, Toronto, Canada; Department of Medicine, Sinai Health System, Toronto, Canada
| | - Martin W Ten Hove
- Department of Ophthalmology, Queen's University, Kingston, Canada; Department of Ophthalmology, Kingston Health Sciences Centre, Hotel Dieu Hospital site, Kingston, Canada
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Zulbaran-Rojas A, Najafi B, Arita N, Rahemi H, Razjouyan J, Gilani R. Utilization of Flexible-Wearable Sensors to Describe the Kinematics of Surgical Proficiency. J Surg Res 2021; 262:149-158. [PMID: 33581385 DOI: 10.1016/j.jss.2021.01.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Revised: 12/02/2020] [Accepted: 01/08/2021] [Indexed: 12/23/2022]
Abstract
BACKGROUND Traditional assessment (e.g., checklists, videotaping) for surgical proficiency may lead to subjectivity and does not predict performance in the clinical setting. Hand motion analysis is evolving as an objective tool for grading technical dexterity; however, most devices accompany with technical limitations or discomfort. We purpose the use of flexible wearable sensors to evaluate the kinematics of surgical proficiency. METHODS Surgeons were recruited and performed a vascular anastomosis task in a single institution. A modified objective structured assessment of technical skills (mOSATS) was used for technical qualification. Flexible wearable sensors (BioStamp RCTM, mc10 Inc., Lexington, MA) were placed on the dorsum of the dominant hand (DH) and nondominant hand (nDH) to measure kinematic parameters: path length (Tpath), mean (Vmean) and peak (Vpeak) velocity, number of hand movements (Nmove), ratio of DH to nDH movements (rMov), and time of task (tTask) and further compared with the mOSATS score. RESULTS Participants were categorized as experts (n = 12) and novices (n = 8) based on a cutoff mean mOSATS score. Significant differences for tTask (P = 0.02), rMov (P = 0.07), DH Tpath (P = 0.04), Vmean (P = 0.07), Vpeak (P = 0.04), and nDH Nmove (P = 0.02) were in favor of the experts. Overall, mOSATS had significant correlation with tTask (r = -0.69, P = 0.001), Nmove of DH (r = -0.44, P = 0.047) and nDH (r = -0.66, P = 0.001), and rMov (r = 0.52, P = 0.017). CONCLUSIONS Hand motion analysis evaluated by flexible wearable sensors is feasible and informative. Experts utilize coordinated two-handed motion, whereas novices perform one-handed tasks in a hastily jerky manner. These tendencies create opportunity for improvement in surgical proficiency among trainees.
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Affiliation(s)
- Alejandro Zulbaran-Rojas
- Division of Vascular Surgery and Endovascular Therapy, Michal E DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas
| | - Bijan Najafi
- Division of Vascular Surgery and Endovascular Therapy, Michal E DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas
| | - Nestor Arita
- Division of Vascular Surgery and Endovascular Therapy, Michal E DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas
| | - Hadi Rahemi
- Division of Vascular Surgery and Endovascular Therapy, Michal E DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas
| | - Javad Razjouyan
- Division of Vascular Surgery and Endovascular Therapy, Michal E DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas
| | - Ramyar Gilani
- Division of Vascular Surgery and Endovascular Therapy, Michal E DeBakey Department of Surgery, Baylor College of Medicine, Houston, Texas.
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Alnafisee N, Zafar S, Vedula SS, Sikder S. Current methods for assessing technical skill in cataract surgery. J Cataract Refract Surg 2021; 47:256-264. [PMID: 32675650 DOI: 10.1097/j.jcrs.0000000000000322] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Accepted: 06/19/2020] [Indexed: 12/18/2022]
Abstract
Surgery is a major source of errors in patient care. Preventing complications from surgical errors in the operating room is estimated to lead to reduction of up to 41 846 readmissions and save $620.3 million per year. It is now established that poor technical skill is associated with an increased risk of severe adverse events postoperatively and traditional models to train surgeons are being challenged by rapid advances in technology, an intensified patient-safety culture, and a need for value-driven health systems. This review discusses the current methods available for evaluating technical skills in cataract surgery and the recent technological advancements that have enabled capture and analysis of large amounts of complex surgical data for more automated objective skills assessment.
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Affiliation(s)
- Nouf Alnafisee
- From the The Wilmer Eye Institute, Johns Hopkins University School of Medicine (Alnafisee, Zafar, Sikder), Baltimore, and the Department of Computer Science, Malone Center for Engineering in Healthcare, The Johns Hopkins University Whiting School of Engineering (Vedula), Baltimore, Maryland, USA
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Quantifying the educational benefit of additional cataract surgery cases in ophthalmology residency. J Cataract Refract Surg 2020; 46:1495-1500. [PMID: 32649435 DOI: 10.1097/j.jcrs.0000000000000298] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE To quantify the resident learning curve for cataract surgery using operative time as an indicator of surgical competency, to identify the case threshold at which marginal additional educational benefit became equivocal, and to characterize heterogeneity in residents' pathways to surgical competency. SETTING Academic medical center. DESIGN Large-scale retrospective consecutive case series. METHODS All cataract surgery cases performed by resident physicians as primary surgeon at Massachusetts Eye and Ear from July 1, 2010, through June 30, 2015, were reviewed. Data were abstracted from Accreditation Council for Graduate Medical Education case logs and operative time measurements. A linear mixed-methods analysis was conducted to model changes in residents' cataract surgery operative times as a function of sequential case number, with resident identity included as a random effect in the model to normalize between-resident variability. RESULTS A total of 2096 cases were analyzed. A marked progressive decrease in operative time was noted for resident cases 1 to 39 (mean change -0.17 minutes per additional case, 95% CI, -0.21 to -0.12; P < .001). A modest, steady reduction in operative time was subsequently noted for case numbers 40 to 149 (mean change -0.05 minutes per additional case, 95% CI, -0.07 to -0.04; P < .001). No statistically significant improvement was found in operative times beyond the 150th case. CONCLUSIONS Residents derived educational benefit from performing a greater number of cataract procedures than current minimum requirements. However, cases far in excess of this threshold might have diminishing educational return in residency. Educational resources currently used for these cases might be more appropriately devoted to other training priorities.
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Schallhorn JM, Schallhorn SC, Teenan D, Hannan SJ, Pelouskova M, Venter JA. Incidence of Intraoperative and Early Postoperative Adverse Events in a Large Cohort of Consecutive Refractive Lens Exchange Procedures. Am J Ophthalmol 2019; 208:406-414. [PMID: 31493400 DOI: 10.1016/j.ajo.2019.08.025] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Revised: 08/23/2019] [Accepted: 08/26/2019] [Indexed: 11/16/2022]
Abstract
PURPOSE To evaluate the incidence of adverse events (AEs) in patients who underwent refractive lens exchange. DESIGN Retrospective case series. METHODS Setting: Private refractive surgery clinics. Patients/Study Population: Patients who underwent refractive lens exchange between July 1, 2014, and June 30, 2016. Intervention/Observation Procedures: All AEs recorded in the electronic medical record were extracted and retrospectively reviewed. The total incidence of AEs and serious AEs was calculated. Loss of 2 or more lines of corrected distance visual acuity (CDVA) was calculated for the entire cohort of patients that attended a minimum of 3 months follow-up. MAIN OUTCOME MEASURES AEs. RESULTS The total number of patients included was 10,206 (18,689 eyes). A multifocal intraocular lens (IOL) was implanted in 84.3% of eyes; 15.7% of eyes received a monofocal IOL. A total of 1164 AEs were recorded (1112 eyes of 1039 patients, incidence 6.0% of eyes, 1:17 eyes). The most common AE was posterior capsular opacification (PCO; 748 eyes, incidence 4.0%). Of all AEs, 171 events (occurring in 165 eyes of 151 patients, incidence 0.9%, 1:113 eyes) were classified as serious, potentially sight threatening. Loss of 2 or more lines of CDVA was 0.56% when excluding eyes where the loss of CDVA was due to PCO; the majority of these were due to macular causes. CONCLUSION The incidence of sight-threatening AEs and significant loss of CDVA in elective refractive lens exchange surgery was low. Other than PCO, postoperative macular issues were the most common cause of vision loss in this cohort.
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Affiliation(s)
- Julie M Schallhorn
- Department of Ophthalmology, University of California, San Francisco, San Francisco, California, USA; F.I. Proctor Foundation, University of California, San Francisco, San Francisco, California, USA.
| | - Steven C Schallhorn
- Department of Ophthalmology, University of California, San Francisco, San Francisco, California, USA; Carl Zeiss, Meditec, Dublin, California, USA; Optical Express, Glasgow, United Kingdom
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Campbell RJ, El-Defrawy SR, Gill SS, Whitehead M, Campbell EDLP, Hooper PL, Bell CM, Ten Hove MW. Association of Cataract Surgical Outcomes With Late Surgeon Career Stages: A Population-Based Cohort Study. JAMA Ophthalmol 2019; 137:58-64. [PMID: 30326021 DOI: 10.1001/jamaophthalmol.2018.4886] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Importance Evidence suggests that the quality of some aspects of care provided by physicians may decrease during their late career stage. However, to our knowledge, data regarding the association of advancing surgeon career phase with cataract surgical outcomes have been lacking. Objective To investigate whether an increase in cataract surgical adverse events occurs during later surgeon career stages. Design, Setting, and Participants This population-based study of 499 650 cataract operations performed in Ontario, Canada, between January 1, 2009, and December 31, 2013, investigated the association between late surgeon career stage and the risk of surgical adverse events. Linked health care databases were used to study cataract surgical complications while controlling for patient-, surgeon-, and institution-level covariates. All ophthalmologists who performed cataract surgery in Ontario within the study period were included in the analysis. Exposures Isolated cataract surgery performed by surgeons at early, mid, and late career stages. Main Outcomes and Measures Four serious adverse events were evaluated: dropped lens fragments, posterior capsule rupture, suspected endophthalmitis, and retinal detachment. Results Of 416 502 participants, 244 670 (58.7%) were women, 90 429 (21.7%) were age 66 to 70 years, 111 530 (26.8%) were age 71 to 75 years, 90 809 (21.8%) were age 76 to 80 years, and 123 734 (29.7%) were 81 years or older. Late-career surgeons performed 143 108 of 499 650 cataract operations (28.6%) during the study period. Late surgeon career stage was not associated with an increased overall risk of surgical adverse events (odds ratio [OR] vs midcareer, 1.06; 95% CI, 0.85-1.32). In a sensitivity analysis with surgeon volume removed from the model, late career stage was still not associated with overall adverse surgical events (OR, 1.10; 95% CI, 0.88-1.38). Among individual complications, late surgeon career stage was associated with an increased risk of dropped lens fragment (OR, 2.30; 95% CI, 1.50-3.54) and suspected endophthalmitis (OR, 1.41; 95% CI, 1.01-1.98). These corresponded with small absolute risk differences of 0.11% (95% CI, 0.085%-0.130%) and 0.045% (95% CI, 0.028%-0.063%) for dropped lens fragment and suspected endophthalmitis, respectively. Conclusions and Relevance These findings suggest that later-career surgeons are performing a substantial proportion of cataract operations with overall low surgical adverse event rates. Future studies might extend evaluations to the frequency of secondary surgical interventions as additional measures of surgical care quality.
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Affiliation(s)
- Robert J Campbell
- Department of Ophthalmology, Queen's University, Kingston, Ontario, Canada.,Department of Ophthalmology, Kingston Health Sciences Centre, Hotel Dieu Hospital site, Kingston, Ontario, Canada.,Institute for Clinical Evaluative Sciences, Queen's University and University of Toronto sites, Kingston and Toronto, Ontario, Canada
| | - Sherif R El-Defrawy
- Department of Ophthalmology and Vision Sciences, University of Toronto, Toronto, Ontario, Canada.,Department of Ophthalmology, Kensington Eye Institute, Toronto, Ontario, Canada
| | - Sudeep S Gill
- Institute for Clinical Evaluative Sciences, Queen's University and University of Toronto sites, Kingston and Toronto, Ontario, Canada.,Division of Geriatric Medicine, Queen's University, Kingston, Ontario, Canada.,Division of Geriatric Medicine, Providence Care Hospital, Kingston, Ontario, Canada
| | - Marlo Whitehead
- Institute for Clinical Evaluative Sciences, Queen's University and University of Toronto sites, Kingston and Toronto, Ontario, Canada.,Queen's University, Kingston, Ontario, Canada
| | - Erica de L P Campbell
- Department of Ophthalmology, Queen's University, Kingston, Ontario, Canada.,Department of Ophthalmology, Kingston Health Sciences Centre, Hotel Dieu Hospital site, Kingston, Ontario, Canada
| | - Philip L Hooper
- Department of Ophthalmology, University of Western Ontario, London, Ontario, Canada.,Department of Ophthalmology, St Joseph's Hospital, London, Ontario, Canada
| | - Chaim M Bell
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada.,Department of Health Policy Management and Evaluation, University of Toronto, Toronto, Ontario, Canada.,Department of Medicine, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Martin W Ten Hove
- Department of Ophthalmology, Queen's University, Kingston, Ontario, Canada.,Department of Ophthalmology, Kingston Health Sciences Centre, Hotel Dieu Hospital site, Kingston, Ontario, Canada
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Campbell RJ. The Making of a Great Surgeon. Ophthalmology 2019; 126:1490-1491. [PMID: 31635698 DOI: 10.1016/j.ophtha.2019.05.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2019] [Accepted: 05/08/2019] [Indexed: 11/25/2022] Open
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Reply. Ophthalmology 2019; 126:e70-e71. [PMID: 31443798 DOI: 10.1016/j.ophtha.2019.04.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Accepted: 04/05/2019] [Indexed: 11/30/2022] Open
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Campbell RJ, El-Defrawy SR, Gill SS, Whitehead M, Campbell EDL, Hooper PL, Bell CM, ten Hove MW. Evolution in the Risk of Cataract Surgical Complications among Patients Exposed to Tamsulosin. Ophthalmology 2019; 126:490-496. [DOI: 10.1016/j.ophtha.2018.11.028] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Revised: 11/19/2018] [Accepted: 11/20/2018] [Indexed: 11/29/2022] Open
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Preoperative Vision and Surgeon Volume as Predictors of Visual Outcomes after Cataract Surgery. Ophthalmology 2019; 126:355-361. [PMID: 30808486 DOI: 10.1016/j.ophtha.2018.10.030] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Revised: 10/01/2018] [Accepted: 10/12/2018] [Indexed: 01/02/2023] Open
Abstract
PURPOSE To evaluate the relationship between preoperative vision and surgeon volume with visual outcomes after cataract surgery. DESIGN Retrospective cohort study. PARTICIPANTS Patients aged ≥18 years old enrolled in the Kaiser Permanente Southern California Health Plan who underwent cataract surgery by nontrainee surgeons. METHODS Patients who underwent cataract surgery between January 1, 2013 and December 31, 2015, were included. A multivariate analysis using Generalized Additive Mixed Models was performed to determine the relationship between surgeon volume and postoperative visual acuity after controlling for patient age, preoperative visual acuity, history of diabetes, and history of diabetic retinopathy. Modeling was done for the relationship between preoperative vision and visual outcomes while controlling for surgeon volume, patient age, history of diabetes, and history of diabetic retinopathy. MAIN OUTCOME MEASURE Absolute letter change and percentage of patients to achieve ≥5 Early Treatment Diabetic Retinopathy Study (ETDRS) letter gain postoperatively. RESULTS There were 103 920 cataract surgeries performed by 136 surgeons included in this analysis. Patients whose surgeons performed <91.0 surgeries/year (95% confidence interval [CI], 61.1-139; P < 0.05) gained fewer letters postoperatively than the overall average, whereas those whose surgeons performed >91 but <227 surgeries/year (95% CI, 169-∞; P < 0.05) gained more letters than average. Although statistically significant, the difference between the lowest and highest performing surgeons was approximately 1.25 letters. Surgeons who performed <110 surgeries/year (95% CI, 81.7-149; P < 0.05) had fewer patients who gained ≥5 letters. Surgeons who performed >110 but <293 surgeries/year (95% CI, 232-∞; P < 0.05) were approximately 15% more likely to have patients who gained ≥5 letters. Patients with preoperative vision <74.7 letters (95% CI, 74.7-74.8; P < 0.05) and <75.8 letters (95% CI, 75.8-75.9; P < 0.05) gained more letters and were more likely to gain ≥5 letters postoperatively, respectively. CONCLUSIONS Patients whose vision is approximately 20/32 or worse are more likely to have significant visual gains after cataract surgery. Although statistically significant differences exist in postoperative vision based on surgeon volume, these do not appear to be clinically meaningful. Overall, visual outcomes are functionally comparable across a wide range of surgeon volumes.
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Surgical teaching does not increase the risk of intraoperative adverse events. Int J Colorectal Dis 2018; 33:1715-1722. [PMID: 30143855 DOI: 10.1007/s00384-018-3143-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/10/2018] [Indexed: 02/04/2023]
Abstract
INTRODUCTION Training and teaching are cornerstones in developing surgical skills. The present study aimed to compare intraoperative outcomes of colonic resections among fellows, consultants, and supervised trainees. METHODS Data of consecutive colonic resections including demographics, surgical details, and intraoperative outcomes were recorded in a prospectively maintained institutional database. All procedures were standardized and divided in three groups according to the main surgeons experience (fellow or consultant) and whether the procedure was taught. After weighting by inverse treatment probability, intraoperative adverse events including reactive conversion, blood loss, and operating time were compared between these three groups. RESULTS Six hundred sixty-four colectomies were analyzed between January 2014 and October 2017. Among them, 289 (43.5%) were taught. After weighted propensity score analysis, there was no difference between the three groups (fellow taken as reference), for intraoperative adverse event rate (odd ratio (OR) consultant 1.448 (IQR 0.728-2.878), p = 0.282; OR teaching 0.689 (IQR 0.295-1.609), p = 0.381), operating time (beta coefficient 0.76 (- 21.91-23.42), p = 0.947; beta coefficient - 10.79 (- 28.34-6.75), p = 0.919), conversion rates (OR 0.748 (0.329-1.515), p = 0.412; OR 1.025 (0.537-1.954), p = 0.940), pre-emptive conversion (OR 1.994 (0.198-20.032), p = 0.552; OR 0.659 (0.145-2.991), p = 0.583), intraoperative blood loss (beta coefficient 21.19 (- 25.87-68.25), p = 0.368; beta coefficient - 12.34 (- 56.13-31.44), p = 0.573), intraoperative transfusion (OR 1.962 (0.813-4.735), p = 0.127; OR 0.670 (0.260-1.727), p = 0.397), and rates of unusual bleeding (OR 1.273 (0.698-2.321), p = 0.422; OR 0.572 (0.290-1.126), p = 0.099). Time to preemptive conversion was shorter when procedures were performed by consultants (beta coefficient - 25.51 (- 47.71 to - 3.31), p = 0.025), while no difference was found for the teaching group (beta coefficient 4.48 (- 30.95-40.62), p = 0.788). CONCLUSION Within a standardized teaching environment, colonic resections were safely performed regardless of the surgical setting in the present cohort. Teaching does not increase intraoperative adverse events.
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