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1.
Can J Surg ; 67(4): E273-E278, 2024.
Article in English | MEDLINE | ID: mdl-38964756

ABSTRACT

BACKGROUND: Surgical training traditionally took place at academic centres, but changed to incorporate community and rural hospitals. As little data exist comparing resident case volumes between these locations, the objective of this study was to determine variations in these volumes for routine general surgery procedures. METHODS: We analyzed senior resident case logs from 2009 to 2019 from a general surgery residency program. We classified training centres as academic, community, and rural. Cases included appendectomy, cholecystectomy, hernia repair, bowel resection, adhesiolysis, and stoma formation or reversal. We matched procedures to blocks based on date of case and compared groups using a Poisson mixed-methods model and 95% confidence intervals (CIs). RESULTS: We included 85 residents and 28 532 cases. Postgraduate year (PGY) 3 residents at academic sites performed 10.9 (95% CI 10.1-11.6) cases per block, which was fewer than 14.7 (95% CI 13.6-15.9) at community and 15.3 (95% CI 14.2-16.5) at rural sites. Fourth-year residents (PGY4) showed a greater difference, with academic residents performing 8.7 (95% CI 8.0-9.3) cases per block compared with 23.7 (95% CI 22.1-25.4) in the community and 25.6 (95% CI 23.6-27.9) at rural sites. This difference continued in PGY5, with academic residents performing 8.3 (95% CI 7.3-9.3) cases per block, compared with 18.9 (95% CI 16.8-21.0) in the community and 14.5 (95% CI 7.0-21.9) at rural sites. CONCLUSION: Senior residents performed fewer routine cases at academic sites than in community and rural centres. Programs can use these data to optimize scheduling for struggling residents who require exposure to routine cases, and help residents complete the requirements of a Competence by Design curriculum.


Subject(s)
General Surgery , Internship and Residency , Internship and Residency/statistics & numerical data , General Surgery/education , General Surgery/statistics & numerical data , Humans , Surgical Procedures, Operative/education , Surgical Procedures, Operative/statistics & numerical data , Hospitals, Rural/statistics & numerical data , Hospitals, Community/statistics & numerical data , Academic Medical Centers/statistics & numerical data
2.
J Grad Med Educ ; 16(3): 280-285, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38882399

ABSTRACT

Background A national survey of general surgery residents revealed significant self-assessed deficits in preparation for independent practice, with only 7.7% of graduating postgraduate year 5 residents (n=1145) reporting self-efficacy for all 10 commonly performed operations surveyed. Objective We sought to understand why this phenomenon occurs. We hypothesized that self-efficacy would be positively correlated with both operative independence and case volume. Methods We compared 3 independent datasets: case information for the same 10 previously surveyed operations for residents graduating in 2020 (dataset 1), operative independence data obtained through the SIMPL OR app, an operative self-assessment tool (dataset 2), and case volume data obtained through the Accreditation Council for Graduate Medical Education National Data Report (dataset 3). Operations were categorized into high, middle (mid), and low self-efficacy tiers; analysis of variance was used to compare operative independence and case volume per tier. Results There were significant differences in self-efficacy between high (87.7%), mid (68.3%), and low (25.4%) tiers (P=.008 [95% CI 6.2, 32.7] for high vs mid, P<.001 for high vs low [49.1, 75.6], and P<.001 for mid vs low [28.7, 57.1]). The percentage of cases completed with operative independence followed similar trends (high 32.7%, mid 13.8%, low 4.9%, P=.006 [6.4, 31.4] for high vs mid, P<.001 [15.3, 40.3] for high vs low, P=.23 [-4.5, 22.3] for mid vs low). The total volume of cases decreased from high to mid to low self-efficacy tiers (average 91.8 to 20.8 to 11.1) but did not reach statistical significance on post-hoc analysis. Conclusions In this analysis of US surgical residents, operative independence was strongly correlated with self-efficacy.


Subject(s)
Clinical Competence , General Surgery , Internship and Residency , Self Efficacy , Humans , General Surgery/education , Education, Medical, Graduate , Surveys and Questionnaires , Surgical Procedures, Operative/education
3.
ANZ J Surg ; 94(6): 1045-1050, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38291339

ABSTRACT

BACKGROUND: The COVID-19 pandemic disrupted the provision of surgical services in Australia. To prepare for a surge of COVID-19 patients, elective surgery was mandatorily reduced or ceased at multiple timepoints in Australian states between 2020 and 2022. Operative exposure is a critical component of surgical training in general surgery, and readiness for practice is an ongoing priority. However, the impact of COVID-19 on operative exposure in Australian General Surgical Trainees (AGST) has not been quantified. METHODS: This study was a retrospective longitudinal cohort study using de-identified operative logbook data for Australian General surgical Trainees (AGST) from the Royal Australasian College of Surgeons (RACS) Morbidity and Audit Logbook Tool (MALT) system between February 2019 and July 2021. Bivariate analysis was used to determine the impact of COVID-19 on general surgical trainees' exposure to operative surgery and trainees' operative autonomy. RESULTS: Data from 1896 unique 6-month training terms and 543 285 surgical cases was included over the data collection period. There was no statistically significant impact of the COVID-19 pandemic on AGST operative exposure to major, minor operations, endoscopies, or operative autonomy. CONCLUSIONS: The impact of COVID-19 on surgical trainees globally has been significant. Although this study does not assess all aspects of surgical training, this data demonstrates that there has not been a significant impact of the pandemic on operative exposure or autonomy of AGST.


Subject(s)
COVID-19 , General Surgery , COVID-19/epidemiology , Humans , Australia/epidemiology , Retrospective Studies , General Surgery/education , Longitudinal Studies , Elective Surgical Procedures/statistics & numerical data , Pandemics , Male , Female , SARS-CoV-2 , Surgical Procedures, Operative/statistics & numerical data , Surgical Procedures, Operative/education
4.
Aerosp Med Hum Perform ; 93(2): 123-127, 2022 Feb 01.
Article in English | MEDLINE | ID: mdl-35105431

ABSTRACT

INTRODUCTION: As NASA and private spaceflight companies push forward with plans for missions to cis-lunar and interplanetary space, the risk of surgical emergency increases. At latencies above 500 ms, telesurgery is not likely to be successful, so near-real-time telementoring is a more viable option. We examined the effect of a 700-ms time delay on the performance of first year surgical residents on a simulated task requiring significant feedback from a mentor in a pilot study.METHODS: A simulated surgical task requiring precision and accuracy with built-in error detection was used. Each resident underwent two trials, one with a mentor in the same room and one with the mentor using a teleconference with time delay. Outcomes measured included time to complete task, game pieces successfully removed, number of errors, and scores on the NASA Task Load Index by both mentor and operator. Data were analyzed using paired t-tests.RESULTS: The time delay group removed significantly fewer pieces successfully than the real time group (3.0 vs. 1.6, P = 0.02). There was no difference in the NASA Task Load Index (TLX) scores for the operators between the two groups, but the mentor reported significantly higher scores on Mental Demand (5.6 vs. 12.0, P = 0.04) and Effort (6.2 vs. 11.8, P = 0.05) during the time-delayed trials.DISCUSSION: A 750-ms time delay significantly degraded performance on the task. Though operator TLX scores were not affected, mentor TLX scores indicated significantly increased mental load. Telementoring is viable, but more onerous than in-person mentoring.Kamine TH, Smith BW, Fernandez GL. Impact of time delay on simulated operative video telementoring: a pilot study. Aerosp Med Hum Perform. 2022; 93(2):123-127.


Subject(s)
Mentoring , Simulation Training , Surgical Procedures, Operative , Telemedicine , Video-Assisted Surgery , Humans , Mentoring/methods , Pilot Projects , Surgical Procedures, Operative/education , Telemedicine/methods , Time Factors
5.
Ann Surg ; 275(3): 617-620, 2022 03 01.
Article in English | MEDLINE | ID: mdl-32511125

ABSTRACT

OBJECTIVE: To describe the quality of operative performance feedback using evaluation tools commonly used by general surgery residency training programs. SUMMARY OF BACKGROUND DATA: The majority of surgical training programs administer an evaluation through which faculty members may rate and comment on trainee operative performance at the end of the rotation (EOR). Many programs have also implemented the system for improving and measuring procedural learning (SIMPL), a workplace-based assessment tool with which faculty can rate and comment on a trainee's operative performance immediately after a case. It is unknown how the quality of narrative operative performance feedback delivered with these tools compares. METHODS: The authors collected EOR evaluations and SIMPL narrative comments on trainees' operative performance from 3 university-based surgery training programs during the 2016-2017 academic year. Two surgeon raters categorized comments relating to operative skills as being specific or general and as encouraging and/or corrective. Comments were then classified as effective, mediocre, ineffective, or irrelevant. The frequencies with which comments were rated as effective were compared using Chi-square analysis. RESULTS: The authors analyzed a total of 600 comments. 10.7% of EOR and 58.3% of SIMPL operative performance evaluation comments were deemed effective (P < 0.0001). CONCLUSIONS: Evaluators give significantly higher quality operative performance feedback when using workplace-based assessment tools rather than EOR evaluations.


Subject(s)
Clinical Competence , Formative Feedback , General Surgery/education , Internship and Residency , Surgical Procedures, Operative/education , Surgical Procedures, Operative/standards , Humans , Retrospective Studies
6.
J Am Coll Surg ; 234(1): 25-31, 2022 01 01.
Article in English | MEDLINE | ID: mdl-34673244

ABSTRACT

BACKGROUND: Coronavirus disease 2019 created unintended but significant experiential barriers for surgical learners to interact at the bedside for teaching/case presentations. We hypothesized that an international grand rounds using the Microsoft HoloLens 2 extended reality (XR) headset would create an improved bedside-learning experience compared to traditional grand rounds formats. STUDY DESIGN: From December 2020 to March 2021, the world's first 2 international mixed reality grand rounds events using the HoloLens 2 headset were held, broadcasting transatlantically (between the University of Michigan and the Imperial College of London) bedside rounding experiences on 5 complex surgical patients to an international audience of 325 faculty, residents, and medical trainees. Participants completed pre- and post-event surveys to assess their experience. RESULTS: Of the 325 participants, 267 (80%) completed pre-surveys, and 95 (29%) completed both the pre- and post-surveys. Respondents (average age, 38 y; 44% women, 56% men; 211 US, 56 UK) included 92 (34%) medical students and residents and 175 faculty and staff. In the pre-event survey, 76% had little or no earlier experience with XR devices, and 94% thought implementation of XR into medical curricula was valuable. In the post-survey, 96% thought telerounding using XR technology was important for the current era, and 99% thought the ability to visualize the examination, imaging, and laboratory results at bedside via XR rounding was highly valuable and that this format was superior to traditional grand rounds. CONCLUSIONS: Almost all of the participants in the mixed reality international grand rounds felt the immersive XR experiences-allowing visualization of clinical findings, imaging, and laboratory results at the patient's bedside-were superior to a traditional grand rounds format, and that it could be a valuable tool for surgical teaching and telerounding.


Subject(s)
Augmented Reality , COVID-19/epidemiology , International Cooperation , Surgical Procedures, Operative/education , Teaching Rounds , Virtual Reality , Humans , London , Michigan , Surveys and Questionnaires/statistics & numerical data
7.
Surgery ; 171(2): 354-359, 2022 02.
Article in English | MEDLINE | ID: mdl-34247838

ABSTRACT

BACKGROUND: In March 2020, the COVID-19 virus global pandemic forced healthcare systems to institute regulations including the cancellation of elective surgical cases, which likely decreased resident operative experience. The objective of this study was to determine whether the COVID-19 pandemic affected operative experiences of US general surgery residents. METHODS: The operative experience of general surgery residents was examined nationally and locally. Aggregate Accreditation Council for Graduate Medical Education (ACGME) case logs for 2018 to 2019 (pre-COVID) and 2019 to 2020 (COVID) graduates were compared using national mean cumulative operative volume for total major and surgeon chief cases. Locally, ACGME case logs were used to analyze the operative experience among residents at a single, academic center. Average operative volumes per month per resident during peak COVID-19 quarantine months were compared with those the previous year. RESULTS: Compared with 2019 graduates, 2020 graduates completed 1.5% fewer total major cases (1055 ± 155 vs 1071 ± 150, P = .011). This was most evident during chief year, with 8.4% fewer surgeon chief cases logged in 2020 compared with 2019 (264 ± 67 vs 289 ± 69, P < .001). Institutional data revealed that during the peak of the pandemic, residents across all levels completed 42.5% fewer total major operations (12 ± 11 vs 20 ± 14, P < .001). This effect was more pronounced among junior residents compared with senior and chief residents. CONCLUSION: The COVID-19 pandemic was associated with decreased resident case volume. The ramifications of the COVID-19 pandemic for operative competency and autonomy should be carefully examined.


Subject(s)
COVID-19/prevention & control , General Surgery/education , Internship and Residency/trends , Pandemics/prevention & control , Surgical Procedures, Operative/education , Surgical Procedures, Operative/trends , COVID-19/epidemiology , Clinical Competence , Female , General Surgery/trends , Humans , Male , Quarantine , United States/epidemiology
8.
Am Surg ; 88(3): 332-338, 2022 Mar.
Article in English | MEDLINE | ID: mdl-34786966

ABSTRACT

In 1982 Dean Warren delivered the presidential address "Not for the Profession… For the People" in which he identified substandard surgical residency programs graduating residents who were unable to pass American Board of Surgery exams. Drs. Warren and Shires as members of the independent ACGME began to close the substandard programs in order to improve surgical care for average Americans i.e. "for the people". By 2003 these changes dramatically reduced the failure rate for the ABS exams and trained good surgeons who could operate independently however the residents were on duty for every other or every third night. In 2003 the ACGME mandated duty hour restrictions in order improve resident wellness and improve the training environment for the profession. However, work hour restrictions reduced the time surgical residents spent in the hospital environment primarily when residents had more autonomy and had exposure to emergency cases which degraded readiness for independent practice. Surgical educators in the 2 decades after the work hour restrictions have improved techniques of training so graduates could not only pass the board exams but also be prepared for independent practice. Surgical residency training has improved by both the changes implemented by the independent ACGME in 1981 and by the work hour restrictions mandated in 2003. Five recommendations are made to ensure that Dr Warren's culture of excellence in surgical training continues in an environment that enhances wellbeing of the trainee i.e. "For the People and the Profession".


Subject(s)
Accreditation/standards , Education, Medical, Graduate/standards , General Surgery/education , Internship and Residency/standards , Personnel Staffing and Scheduling/standards , Surgeons/education , Advisory Committees , Clinical Competence/standards , Education, Medical, Graduate/history , Education, Medical, Graduate/organization & administration , General Surgery/history , General Surgery/standards , History, 20th Century , History, 21st Century , Humans , Internship and Residency/history , Internship and Residency/organization & administration , Personnel Staffing and Scheduling/history , Professional Autonomy , Quality Improvement , Surgeons/standards , Surgical Procedures, Operative/education , Surgical Procedures, Operative/standards , United States
10.
Int. j. morphol ; 39(6): 1787-1790, dic. 2021. ilus, tab
Article in English | LILACS | ID: biblio-1385555

ABSTRACT

SUMMARY: In the western surgical tradition there has been little acknowledgement of the ancient Vedic surgeon Sushruta who initiated many aspects of surgical practice. In his compendium the Sushruta Samhita, Sushruta systematised medicine in various areas. His meticulous knowledge in many branches of medicine is evident. A brilliant surgeon, he developed plastic surgical techniques, types of bandaging, hygiene practices and over one hundred surgical instruments. In this article, I focus on Sushruta's ideas on human dissection as a pre-requisite for surgery, his method of preparation of human cadavers and his anatomical pedagogy. Sushruta pioneered the instruction of cadaveric based anatomical learning which is still being used in medical teaching.


RESUMEN: En la tradición quirúrgica occidental existe escaso reconocimiento del antiguo cirujano védico Sushruta, quien inició muchos aspectos de la práctica quirúrgica. En su compen-dio, el Sushruta Samhita, Sushruta sistematizó la medicina en varias áreas. Es evidente su meticuloso conocimiento en muchas ramas de la medicina. Cirujano brillante, desarrolló técnicas de cirugía plástica, tipos de vendajes, prácticas de higiene y más de cien instrumentos quirúrgicos. El enfoque de este artículo se centra en las ideas de Sushruta sobre la disección humana como requisito previo para la cirugía, su método de preparación de cadáveres humanos y su pedagogía anatómica. Sushruta fue pionero en la instrucción del aprendizaje anatómico basado en cadáveres que todavía se utiliza en la enseñanza médica.


Subject(s)
Humans , Dissection/education , Anatomy/education , Surgical Procedures, Operative/education , Cadaver , Classification , Human Body , Dissection/history , Anatomy/history , India
13.
Am J Surg ; 222(6): 1072-1078, 2021 Dec.
Article in English | MEDLINE | ID: mdl-34696846

ABSTRACT

BACKGROUND: A significant roadblock in surgical education research has been the inability to compare trainee performance to the outcomes of those surgeons after they enter independent practice. We describe the feasibility of an innovative method to link trainee performance data with patient outcomes. METHODS: We extracted surgeon NPI numbers from Medicare claims data for common general surgery procedures between 2007 and 2017. Next, American Board of Surgery (ABS) trainee performance data was cross-referenced with additional resources to supplement NPI data. The patient and trainee datasets were linked using NPI number and a linkage rate was calculated. RESULTS: We identified 12,952 unique surgeons in the Medicare file. Medicare surgeons were matched with ABS records by NPI number, with 96.2% (n = 12,460) of surgeons linked successfully. CONCLUSIONS: We demonstrated a novel process to link patient outcomes to trainee performance. This innovation can enable future research investigating the relationship between surgical trainee performance and patient outcomes in independent practice.


Subject(s)
Clinical Competence , Education, Medical, Graduate/standards , General Surgery/education , Information Storage and Retrieval/methods , Aged , Aged, 80 and over , Clinical Competence/standards , Clinical Competence/statistics & numerical data , Education, Medical, Graduate/statistics & numerical data , Educational Measurement , Female , General Surgery/standards , General Surgery/statistics & numerical data , Humans , Male , Surgical Procedures, Operative/education , Surgical Procedures, Operative/standards , Surgical Procedures, Operative/statistics & numerical data , Treatment Outcome
14.
Br J Surg ; 108(10): 1162-1180, 2021 10 23.
Article in English | MEDLINE | ID: mdl-34624081

ABSTRACT

BACKGROUND: Coronavirus disease 2019 (COVID-19) was declared a pandemic by the WHO on 11 March 2020 and global surgical practice was compromised. This Commission aimed to document and reflect on the changes seen in the surgical environment during the pandemic, by reviewing colleagues' experiences and published evidence. METHODS: In late 2020, BJS contacted colleagues across the global surgical community and asked them to describe how severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) had affected their practice. In addition to this, the Commission undertook a literature review on the impact of COVID-19 on surgery and perioperative care. A thematic analysis was performed to identify the issues most frequently encountered by the correspondents, as well as the solutions and ideas suggested to address them. RESULTS: BJS received communications for this Commission from leading clinicians and academics across a variety of surgical specialties in every inhabited continent. The responses from all over the world provided insights into multiple facets of surgical practice from a governmental level to individual clinical practice and training. CONCLUSION: The COVID-19 pandemic has uncovered a variety of problems in healthcare systems, including negative impacts on surgical practice. Global surgical multidisciplinary teams are working collaboratively to address research questions about the future of surgery in the post-COVID-19 era. The COVID-19 pandemic is severely damaging surgical training. The establishment of a multidisciplinary ethics committee should be encouraged at all surgical oncology centres. Innovative leadership and collaboration is vital in the post-COVID-19 era.


Subject(s)
COVID-19/prevention & control , Perioperative Care/trends , Practice Patterns, Physicians'/trends , Surgical Procedures, Operative/trends , Adult , Biomedical Research/organization & administration , COVID-19/diagnosis , COVID-19/economics , COVID-19/epidemiology , Education, Medical, Graduate/methods , Education, Medical, Graduate/trends , Female , Global Health , Health Resources/supply & distribution , Health Services Accessibility/trends , Humans , Infection Control/economics , Infection Control/methods , Infection Control/standards , International Cooperation , Male , Middle Aged , Pandemics , Perioperative Care/education , Perioperative Care/methods , Perioperative Care/standards , Practice Patterns, Physicians'/standards , Surgeons/education , Surgeons/psychology , Surgeons/trends , Surgical Procedures, Operative/education , Surgical Procedures, Operative/methods , Surgical Procedures, Operative/standards
15.
PLoS One ; 16(9): e0257597, 2021.
Article in English | MEDLINE | ID: mdl-34587196

ABSTRACT

BACKGROUND: Supervision by surgical specialists is beneficial because they can impart skills to district hospital-level surgical teams. The SURG-Africa project in Zambia comprises a mentoring trial in selected districts, involving two provincial-level mentoring teams. The aim of this paper is to explore policy options for embedding such surgical mentoring in existing policy structures through a participatory modeling approach. METHODS: Four group model building workshops were held, two each in district and central hospitals. Participants worked in a variety of institutions and had clinical and/or administrative backgrounds. Two independent reviewers compared the causal loop diagrams (CLDs) that resulted from these workshops in a pairwise fashion to construct an integrated CLD. Graph theory was used to analyze the integrated CLD, and dynamic system behavior was explored using the Method to Analyse Relations between Variables using Enriched Loops (MARVEL) method. RESULTS: The establishment of a provincial mentoring faculty, in collaboration with key stakeholders, would be a necessary step to coordinate and sustain surgical mentoring and to monitor district-level surgical performance. Quarterly surgical mentoring reviews at the provincial level are recommended to evaluate and, if needed, adapt mentoring. District hospital administrators need to closely monitor mentee motivation. CONCLUSIONS: Surgical mentoring can play a key role in scaling up district-level surgery but its implementation is complex and requires designated provincial level coordination and regular contact with relevant stakeholders.


Subject(s)
Mentoring/methods , Policy , Surgical Procedures, Operative/education , Administrative Personnel/psychology , Hospitals, District , Humans , Mentoring/organization & administration , Referral and Consultation , Zambia
17.
Pan Afr Med J ; 39: 59, 2021.
Article in English | MEDLINE | ID: mdl-34422182

ABSTRACT

INTRODUCTION: the rising rate of SARS-CoV-2 infections has caused perceptible strain on the global health system. Indeed, this disease is also a litmus test for the resilience of the structures in the African health system including surgery. Therefore, this study aimed to determine the impact of the COVID-19 pandemic on surgical practice, training and research in Nigeria. METHODS: it was a cross-sectional study conducted over three weeks in Nigeria among doctors in 12 surgery-related specialties. Consenting participants filled a pre-tested online form consisting of 35 questions in 5 sections which assessed demographics, infection control measures, clinical practice, academic training, research program, and future trends. Data were analyzed using Statistical Package for Social Sciences Version 20. RESULTS: a total of 384 respondents completed the form. Their mean age was 38.3 years. Lockdown measures were imposed in the state of practice of 89.0% of respondents. Most participants reported a decrease in patient volume in outpatient clinics (95.5%) and elective operations (95.8%) compared to reports for emergency operations (50.2%). They also noted a decrease in academic training [Bedside teaching (92.1%), seminar presentation (91.1%) and journal presentation (91.8%)] and research (80.5%). Except in bedside teaching, those who had other virtual academic programmes were thrice the number of those who used in-person mode for the events. CONCLUSION: COVID-19 pandemic has caused a significant change in pattern and a decrease in the volume of patients seen by surgeons in their practice as well as a decrease in the frequency of academic programs and research activities in Nigeria.


Subject(s)
COVID-19 , Physicians/statistics & numerical data , Surgical Procedures, Operative/statistics & numerical data , Adult , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Nigeria , Prospective Studies , Research/statistics & numerical data , Surgeons/statistics & numerical data , Surgical Procedures, Operative/education , Surveys and Questionnaires
19.
J Surg Oncol ; 124(2): 216-220, 2021 Aug.
Article in English | MEDLINE | ID: mdl-34245574

ABSTRACT

Team training and crisis management derive their roots from fundamental learning theory and the culture of safety that burgeoned forth from the industrial revolution through the rise of nuclear energy and aviation. The integral nature of telemedicine to many simulation-based activities, whether to bridge distances out of convenience or necessity, continues to be a common theme moving into the next era of surgical safety as newer, more robust technologies become available.


Subject(s)
Education, Distance/methods , Education, Medical, Graduate/methods , Patient Care Team , Perioperative Care/education , Simulation Training/methods , Specialties, Surgical/education , Surgical Procedures, Operative/education , Clinical Competence , Education, Distance/organization & administration , Education, Medical, Graduate/organization & administration , Emergencies , Humans , Mentoring/methods , Mentoring/organization & administration , Operating Rooms/organization & administration , Patient Care Team/organization & administration , Patient Safety/standards , Perioperative Care/methods , Perioperative Care/standards , Simulation Training/organization & administration , Specialties, Surgical/standards , Surgical Procedures, Operative/methods , Surgical Procedures, Operative/standards , Telemedicine/methods , Telemedicine/organization & administration , United States
20.
J Surg Oncol ; 124(2): 221-230, 2021 Aug.
Article in English | MEDLINE | ID: mdl-34245578

ABSTRACT

Surgical data science (SDS) aims to improve the quality of interventional healthcare and its value through the capture, organization, analysis, and modeling of procedural data. As data capture has increased and artificial intelligence (AI) has advanced, SDS can help to unlock augmented and automated coaching, feedback, assessment, and decision support in surgery. We review major concepts in SDS and AI as applied to surgical education and surgical oncology.


Subject(s)
Artificial Intelligence , Data Science , Education, Medical, Graduate/methods , Surgical Oncology/education , Clinical Competence , Decision Support Systems, Clinical , Europe , Humans , North America , Surgical Procedures, Operative/education , Surgical Procedures, Operative/methods
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