Vijaya B. Kolachalama
Associate Professor, Medicine, Machine vision, Representation learning, Domain generalization
- Title Associate Professor, Medicine, Machine vision, Representation learning, Domain generalization
- Office 72 East Concord Street, Evans 636
- Email vkola@bu.edu
- Phone (617) 358-7253
- Education BS, Indian Institute of Technology, Kharagpur, India
PhD, University of Southampton, UK
Our mission is to create methods to fit the science and not make science fit the methods.
Specifically, we are interested in the following questions that have clinical relevance:
Neurodegeneration – How can we develop software frameworks that can assist dementia screening in various settings?
Digital pathology – How can we build clinical-grade software tools to complement the pathologist workflow?
We are also interested in the following frameworks that have computational relevance:
Domain generalization – Development of deep neural networks that can generalize well across multiple data cohorts
Representation learning – Construction of efficient neural models on high resolution data to process local and contextual information