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Jathurshan0330

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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).

Cross-Modal-Transformer

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

Jupyter Notebook

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).

Jupyter Notebook

P300_Speller_Data_Analysis

Automated P300 Potential Detection Algorithm using Hybrid Model (1DCNN+RNN) for Speller Device.

Jupyter Notebook

TSNE_Visualizer

A simple interactive tool using streamlit and bokeh.

Python

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)

MATLAB

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

Jupyter Notebook

BRATS-Brain-Tumor-Segmentation

This repository provides a python notebook and instructions to segment brain tumors on BRATS dataset using ITK.

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