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Jathurshan Pradeepkumar's Projects

cine-cardiac-mri-motion-artefact-reduction icon cine-cardiac-mri-motion-artefact-reduction

This repository contains the code for paper implementation of the "Cine Cardiac MRI Motion Artifact Reduction Using a Recurrent Neural Network" paper published at IEEE Transactions on Medical Imaging (Aug 2021).

cross-modal-transformer icon cross-modal-transformer

Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991

image-registration-itk icon image-registration-itk

This repository consists of implementation of image registration of two image volumes from different MRI modalities using ITK.

line-intensity-profile--slicer- icon line-intensity-profile--slicer-

This repository consists of Line intensity profile extension build for 3D slicer software as a requirement to fulfill Medical Image Processing module (University of Moratuwa).

pyhealth icon pyhealth

A Deep Learning Python Toolkit for Healthcare Applications.

synctwin_project icon synctwin_project

Assignment: This repository contains the code for paper implementation of the "SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes" paper published at NeurIPS 2021.

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