IBBME (University of Toronto, Rehabilitation Sciences Institute)
- Detecting agitation in dementia patients using machine learning
- Video anomaly detection
- One class classification
Pratik did his MS in Computer Science and Engineering from the Indian Institute of Technology Indore, India, in 2020. His master's thesis work was based on using kernel-based methods to develop one-class classifiers for novelty detection.
Pratik is currently working as a research volunteer at the Toronto Rehabilitation Institute under the supervision of Dr. Shehroz Khan. He is working towards the application of machine learning for detecting agitation in patients suffering from dementia.
Pratik will be starting his PhD in January 2021 in the University of Toronto IBBME department under the joint supervision of Dr. Shehroz Khan and Dr. Alex Mihailidis.