Development of a code-free machine learning model for the classification of cataract surgery phases

Automated Machine Learning: Review of the State-of-the-Art and Opportunities for Healthcare

(2020) Jonathan Waring et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI extension

(2020) Xiaoxuan Liu et al.   NATURE MEDICINE

Real-Time Surgical Problem Detection and Instrument Tracking in Cataract Surgery

(2020) Shoji Morita et al.   Journal of Clinical Medicine

Visual Acuity Outcomes after Cataract Surgery

(2019) Jacob T. Cox et al.   OPHTHALMOLOGY

Real-Time Extraction of Important Surgical Phases in Cataract Surgery Videos

(2019) Shoji Morita et al.   Scientific Reports

Real-time analysis of cataract surgery videos using statistical models

(2017) Katia Charrière et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Machine Learning Techniques in Clinical Vision Sciences

(2016) Miguel Caixinha et al.   CURRENT EYE RESEARCH

A Randomized Controlled Study to Evaluate the Role of Video-based Coaching in Training Laparoscopic Skills

(2015) Pritam Singh et al.   ANNALS OF SURGERY

Deep learning

(2015) Yann LeCun et al.   NATURE

Real-Time Segmentation and Recognition of Surgical Tasks in Cataract Surgery Videos

(2014) Gwenole Quellec et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A Framework for the Recognition of High-Level Surgical Tasks From Video Images for Cataract Surgeries

(2011) F. Lalys et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING