Machine learning analyses of automated performance metrics during granular sub-stitch phases predict surgeon experience

Video review for measuring and improving skill in urological surgery

(2019) Zachary J. Prebay et al.   Nature Reviews Urology

A deep-learning model using automated performance metrics and clinical features to predict urinary continence recovery after robot-assisted radical prostatectomy

(2019) Andrew J. Hung et al.   BJU INTERNATIONAL

Experts vs super-experts: differences in automated performance metrics and clinical outcomes for robot-assisted radical prostatectomy

(2018) Andrew J. Hung et al.   BJU INTERNATIONAL

Surgeon Performance Predicts Early Continence After Robot-Assisted Radical Prostatectomy

(2017) Mitchell G. Goldenberg et al.   JOURNAL OF ENDOUROLOGY

Crowd-sourced assessment of technical skills: an opportunity for improvement in the assessment of laparoscopic surgical skills

(2016) Shanley B. Deal et al.   AMERICAN JOURNAL OF SURGERY

Grading of Surgeon Technical Performance Predicts Postoperative Pancreatic Fistula for Pancreaticoduodenectomy Independent of Patient-related Variables

(2016) Melissa E. Hogg et al.   ANNALS OF SURGERY

Surgical Competency for Urethrovesical Anastomosis During Robot-assisted Radical Prostatectomy: Development and Validation of the Robotic Anastomosis Competency Evaluation

(2015) Syed Johar Raza et al.   UROLOGY

Surgical Skill and Complication Rates after Bariatric Surgery

(2013) John D. Birkmeyer et al.   NEW ENGLAND JOURNAL OF MEDICINE

The Unreasonable Effectiveness of Data

(2009) Alon Halevy et al.   IEEE INTELLIGENT SYSTEMS