469 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of TorontoCA29 papers
- Sunnybrook Research Institute11 papers
- University of WaterlooCA9 papers
- Health Sciences CentreCA8 papers
- McGill UniversityCA5 papers
- University College LondonGB5 papers
- University Health NetworkCA5 papers
- Imperial College LondonGB4 papers
- InsermFR4 papers
- Sunnybrook HospitalCA4 papers
- University of AlbertaCA4 papers
- University of British ColumbiaCA4 papers
4 papers · 1 filter
Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification
Marc Combalia, Veronica Vilaplana
We propose a patch sampling strategy based on a sequential Monte-Carlo method for high resolution image classification in the context of Multiple Instance Learning. When compared w…
From Hand-Crafted to Deep Learning-based Cancer Radiomics: Challenges and Opportunities
Parnian Afshar, Arash Mohammadi, Konstantinos N. Plataniotis +2
Recent advancements in signal processing and machine learning coupled with developments of electronic medical record keeping in hospitals and the availability of extensive set of m…
Simultaneous optimization of isocenter locations and sector duration in radiosurgery
Mucahit Cevik, Dionne Aleman, Young Lee +5
Stereotactic radiosurgery is an effective technique to treat brain tumors for which several inverse planning methods may be appropriate. We propose an integer programming model to…
Shoulder Physiotherapy Exercise Recognition: Machine Learning the Inertial Signals from a Smartwatch
David Burns, Nathan Leung, Michael Hardisty +3
Objective: Participation in a physical therapy program is considered one of the greatest predictors of successful conservative management of common shoulder disorders. However, adh…