Our model predicts binding affinity across a diverse set of drugs and target groups. Drug-target interaction prediction task aims to predict the interaction activity score in silico given only the accessible compound structural information and protein amino acid sequence.

Alzheimer disease is one of the most common neuro-degenerative diseases, with an estimated 6.2 million cases in the United States. This research investigates the potential of Transformer-based deep learning techniques to accelerate the processing of diffusion tensor imaging (DTI) measures and improve the early diagnosis of AD using Sparse Data

This is a project for predicting the protein-ligand binding affinity using gnns and attention mechanism .

3D Slicer extension to segment Multiple Sclerosis lesions on DTI and Structural MRI images

Code snippets for preprocessing DTI/MRI neuroimaging data

Small plugins for some popular softwares to make neuroimaging analysis workflow easy

Generate Polarimetric Tensor Imaging (PTI) together with an Embedded DEMO for Visualisation and Interaction in 3D Slicer.

Donders Institute Diffusion Imaging (DIDI) toolbox

This scripts tries to predict the bioactivity of 131 compounds related to Aspartate Racemase enzyme with the aid of decision trees and SVM

Musculoskeletal MRI: diffusion tensor imaging, tractography, orientation distribution function, elevation and pennation angle, torsional shear models, with data set available

Classifies the stage of Alzheimer's Disease Progression

Assessing microstructural brain differences in epileptic patients with vagus nerve stimulation via diffusion MRI, tractography and machine learning

DATA Incubator challenge 2019 - DATA SCIENCE

A toolkit for developing reinforcement algorithm for diffusion weighted image analysis.

An R script that uses MACCS166 chemical fingerprint and calculates Jaccard Index/Tanimoto Coefficient for a list of Aspartate Racemase Ligands

Script for running sucbjects through DiffusionII Toolbox in SPM

An R script that calculates a similarity matrix for a list of protein sequences with the aid of Bleakley-Yamanishi Normalized Smith-Waterman Similarity Score.

A diffusion MRI models fitting software

A Collection of Empirical White Papers on Digital Transformation Initiatives(DTI) Published since Q1FY2018.

cDWI, cDTI, cardiacDTI, design of DWI sequences (SE, STEAM, TRSE), gradient sampling shells, processing helix angle (HA), sheet angle (E2A, SA), transverse angle (TA)