Current appointment
MSc student and graduate researcher in Computer Science at the University of Victoria, supervised by Dr. Ashery Mbilinyi.
Get in touch
CV & Contact
I am interested in PhD opportunities and research collaborations involving medical image analysis, continual and adaptive learning, multimodal deep learning, and trustworthy AI for healthcare.
FIG. 03Nidita Roy
Contact details
- Emailniditaroy@uvic.ca
- AffiliationDepartment of Computer Science, University of Victoria
- LabMedical Computer Vision Lab
- LocationVictoria, British Columbia, Canada
- GitHubgithub.com/Nidita
- LinkedInlinkedin.com/in/nidita-roy-0537b31b0
- ScholarGoogle Scholar profile
- Curriculum vitaeNidita_Roy_CV.pdf
Research profile
Thesis topic
Continual learning for abdominal trauma detection in CT, with emphasis on forgetting, learnable CT windowing, representation quality, and patient-level task formulation.
Methods
Continual learningDeep learningMedical imagingMultimodal learningMultiple-instance learning
Technical toolkit
PythonC/C++JavaTensorFlow/KerasOpenCVFlaskLaTeX
Research collaboration and PhD opportunities
Please include a brief description of your lab, project, or proposed collaboration. I am particularly interested in work on adaptive medical AI, clinically grounded computer vision, and learning from heterogeneous healthcare data.
Email Nidita