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..

Paper in M2CAI 2014: “Video Based Assessment of OSATS Using Sequential Motion Textures”

Sunday, September 14th, 2014 Posted in Activity Recognition, Behavioral Imaging, Computer Vision, Medical, MICCAI, Papers, Thomas Ploetz, Vinay Bettadapura, Yachna Sharma | No Comments »

Paper [bibtex file=IrfanEssaWS.bib key=2014-Sharma-VBAOUSMT] Abstract A fully automated framework for video-based surgical skill assessment is presented that incorporates the sequential and qualitative aspects of surgical motion in a data-driven manner. The Objective Structured ... Read more..