Video content analysis of surgical procedures

EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos

(2017) Andru P. Twinanda et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Vision-based and marker-less surgical tool detection and tracking: a review of the literature

(2017) David Bouget et al.   MEDICAL IMAGE ANALYSIS

Affordable, web-based surgical skill training and evaluation tool

(2016) Gazi Islam et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Application of objective clinical human reliability analysis (OCHRA) in assessment of technical performance in laparoscopic rectal cancer surgery

(2016) J. D. Foster et al.   Techniques in Coloproctology

Automated video-based assessment of surgical skills for training and evaluation in medical schools

(2016) Aneeq Zia et al.   International Journal of Computer Assisted Radiology and Surgery

Automatic data-driven real-time segmentation and recognition of surgical workflow

(2016) Olga Dergachyova et al.   International Journal of Computer Assisted Radiology and Surgery

Shot boundary detection in endoscopic surgery videos using a variational Bayesian framework

(2016) Constantinos Loukas et al.   International Journal of Computer Assisted Radiology and Surgery

Detecting Surgical Tools by Modelling Local Appearance and Global Shape

(2015) David Bouget et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Real-Time Task Recognition in Cataract Surgery Videos Using Adaptive Spatiotemporal Polynomials

(2015) Gwenole Quellec et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Relative Hidden Markov Models for Video-Based Evaluation of Motion Skills in Surgical Training

(2015) Qiang Zhang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Video-based 3D reconstruction, laparoscope localization and deformation recovery for abdominal minimally invasive surgery: a survey

(2015) Bingxiong Lin et al.   International Journal of Medical Robotics and Computer Assisted Surgery

Performance comparison of various feature detector-descriptors and temporal models for video-based assessment of laparoscopic skills

(2015) Constantinos Loukas et al.   International Journal of Medical Robotics and Computer Assisted Surgery

Surgical video analysis: an emerging tool for improving surgeon performance

(2015) Justin B Dimick et al.   BMJ Quality & Safety

Characterising ‘near miss’ events in complex laparoscopic surgery through video analysis

(2015) Esther M Bonrath et al.   BMJ Quality & Safety

Data-driven spatio-temporal RGBD feature encoding for action recognition in operating rooms

(2015) Andru P. Twinanda et al.   International Journal of Computer Assisted Radiology and Surgery

Classification approach for automatic laparoscopic video database organization

(2015) Andru Putra Twinanda et al.   International Journal of Computer Assisted Radiology and Surgery

Smoke detection in endoscopic surgery videos: a first step towards retrieval of semantic events

(2014) Constantinos Loukas et al.   International Journal of Medical Robotics and Computer Assisted Surgery

A computer vision-based approach to grade simulated cataract surgeries

(2014) Junhuan Zhu et al.   MACHINE VISION AND APPLICATIONS

Real-time recognition of surgical tasks in eye surgery videos

(2014) Gwénolé Quellec et al.   MEDICAL IMAGE ANALYSIS

Keyframe extraction in endoscopic video

(2014) Klaus Schoeffmann et al.   MULTIMEDIA TOOLS AND APPLICATIONS

An evaluation of the endoscopic surgical skills assessment using a video analysis software program

(2014) Takahisa Suzuki et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

Video recording of ophthalmic surgery—ethical and legal considerations

(2014) Andrew M.J. Turnbull et al.   SURVEY OF OPHTHALMOLOGY

Vision-based online recognition of surgical activities

(2014) Michael Unger et al.   International Journal of Computer Assisted Radiology and Surgery

Surgical gesture classification from video and kinematic data

(2013) Luca Zappella et al.   MEDICAL IMAGE ANALYSIS

Surgical process modelling: a review

(2013) Florent Lalys et al.   International Journal of Computer Assisted Radiology and Surgery

Shot boundary detection and key-frame extraction from neurosurgical video sequences

(2012) E Mendi et al.   IMAGING SCIENCE JOURNAL

High-Fidelity, Low-Cost, Automated Method to Assess Laparoscopic Skills Objectively

(2012) Richard J. Gray et al.   Journal of Surgical Education

Implications of the law on video recording in clinical practice

(2012) Kirsten R. Henken et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

Content-Based Management Service for Medical Videos

(2012) Engin Mendi et al.   Telemedicine and e-Health

Automatic knowledge-based recognition of low-level tasks in ophthalmological procedures

(2012) Florent Lalys et al.   International Journal of Computer Assisted Radiology and Surgery

Multivariate Autoregressive Modeling of Hand Kinematics for Laparoscopic Skills Assessment of Surgical Trainees

(2011) C. Loukas et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

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

A Survey on Visual Content-Based Video Indexing and Retrieval

(2011) Weiming Hu et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

Observational clinical human reliability analysis (OCHRA) for competency assessment in laparoscopic colorectal surgery at the specialist level

(2011) Danilo Miskovic et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

Discovery of high-level tasks in the operating room

(2010) L. Bouarfa et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Statistical modeling and recognition of surgical workflow

(2010) Nicolas Padoy et al.   MEDICAL IMAGE ANALYSIS

Review of methods for objective surgical skill evaluation

(2010) Carol E. Reiley et al.   SURGICAL ENDOSCOPY AND OTHER INTERVENTIONAL TECHNIQUES

A novel tool for summarization of arthroscopic videos

(2009) Mathias Lux et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Automatic feature generation in endoscopic images

(2008) Ulrich Klank et al.   International Journal of Computer Assisted Radiology and Surgery