Jathurshan Pradeepkumar's repositories
Cross-Modal-Transformer
Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991
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).
TSNE_Visualizer
A simple interactive tool using streamlit and bokeh.
P300_Speller_Data_Analysis
Automated P300 Potential Detection Algorithm using Hybrid Model (1DCNN+RNN) for Speller Device.
BRATS-Brain-Tumor-Segmentation
This repository provides a python notebook and instructions to segment brain tumors on BRATS dataset using ITK.
Decoding-of-Hand-Gestures-from-Electrocorticography-with-LSTM-Based-Deep-Neural-Network
Official Implementation of Decoding of Hand Gestures from Electrocorticography with LSTM Based Deep Neural Network (EMBC 2021)
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-
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).
Datastorm
Prediction of credit card default
Electronic_Sthethoscope
Using power amplification to drive a speaker to listen to heartbeat
Hand_gesture_controlled_Robot
Controlling the movements of the Robot using Hand Gestures, Implemented using ATmega32
In-Bed-Human-Pose-Estimation-VIP-Cup
In bed pose estimation challenge at Video and Image Processing Cup at International Conference on Image Processing 2021. (Team NFP Undercover)
Jathurshan0330
Config files for my GitHub profile.
jathurshan0330.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
k_Halo
GenAI class project
PyHealth
A Deep Learning Python Toolkit for Healthcare Applications.
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.