Paper in IPCAI 2017 on “Video and Accelerometer-Based Motion Analysis for Automated Surgical Skills Assessment”

Wednesday, June 21st, 2017 Posted in Activity Recognition, Aneeq Zia, Computer Vision, Eric Sarin, Medical, MICCAI, Vinay Bettadapura, Yachna Sharma | No Comments »

Paper [bibtex file=IrfanEssaWS.bib key=2017-Zia-VAMAASSA] Abstract Purpose: Basic surgical skills of suturing and knot tying are an essential part of medical training. Having an automated system for surgical skills assessment could help save experts ... Read more..

Paper in M2CAI (workshop MICCAI) on “Fine-tuning Deep Architectures for Surgical Tool Detection” and results of Tool Detection Challange

Friday, October 21st, 2016 Posted in Aneeq Zia, Awards, Computer Vision, Daniel Castro, Medical, MICCAI | No Comments »

Paper [bibtex file=IrfanEssaWS.bib key=2016-Zia-FDASTD] Abstract [caption id="attachment_1904" align="alignright" width="300"] Visualization of some of the training videos.[/caption] Understanding surgical workflow has been a key concern of the medical research community. One of the main advantages ... Read more..

Paper in IJCARS (2016) on “Automated video-based assessment of surgical skills for training and evaluation in medical schools”

Friday, September 2nd, 2016 Posted in Activity Recognition, Aneeq Zia, Computer Vision, Eric Sarin, Mark Clements, Medical, MICCAI, Thomas Ploetz, Vinay Bettadapura, Yachna Sharma | No Comments »

Paper [bibtex file=IrfanEssaWS.bib key=2016-Zia-AVASSTEMS] Abstract [caption id="attachment_1924" align="alignright" width="300"] Sample frames from our video dataset[/caption] Purpose: Routine evaluation of basic surgical skills in medical schools requires considerable time and effort from supervising faculty. For ... Read more..

Paper in MICCAI (2015): “Automated Assessment of Surgical Skills Using Frequency Analysis”

Tuesday, October 6th, 2015 Posted in Activity Recognition, Aneeq Zia, Eric Sarin, Mark Clements, Medical, MICCAI, Papers, Vinay Bettadapura, Yachna Sharma | No Comments »

Paper [bibtex file=IrfanEssaWS.bib key=2015-Zia-AASSUFA] Abstract We present an automated framework for a visual assessment of the expertise level of surgeons using the OSATS (Objective Structured Assessment of Technical Skills) criteria. Video analysis technique for extracting motion quality ... Read more..

Dagstuhl Workshop 2015: “Modeling and Simulation of Sport Games, Sport Movements, and Adaptations to Training”

Sunday, September 13th, 2015 Posted in Activity Recognition, Behavioral Imaging, Computer Vision, Human Factors, Modeling and Animation, Presentations | No Comments »

Participated in the Dagstuhl Workshop on "Modeling and Simulation of Sport Games, Sport Movements, and Adaptations to Training" at the Dagstuhl Castle, September 13  - 16, 2015. Motivation Computational modeling and simulation ... Read more..