experiences

Projects -- 1) Developing machine learning models to predict the vessel size distribution from pre- and post-contrast MR signal. 2) Reconstructing high-resolution DWI volumes from DWI acquired using sub-optimal direction. 3) Develop deep learning model of tumor volumetrics to predict time left to progression from a given follow-up imaging session.

Projects -- 1) Finite element modelling of bone from low-resolution in vivo CT scans.
2) Reconstruction of high-resolution trabecular bone CT scans from low-resolution CT images using deep learning.
3) Model independent estimation of local blur and application to edge detection.

Projects -- 1) Correction of pathological abnormalities in fundus images using deep learning.
2) Develop a diabetic retinopathy severity prediction model using biological and pathological markers.

Responsibilities -- Building API’s for managing document, audio and video assets of some famous magazine brands such as Time, People, Sports Illustrated etc.

Topic -- Bengali handwritten character recognition.

Thesis -- Design and analysis of cerebrovascular phantoms from human brain CT image.