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Statistical classifier for immune repertoires

RSANet: Recurrent Slice-wise Attention Network for Multiple Sclerosis Lesion Segmentation (MICCAI 2019)

Fully automated (rodent) limb motion analysis toolbox for behavioral analysis with bodypart coordinate data, building upon markerless pose estimation.

Data analysis platform/structure, machine learning/AI project for multiple sclerosis

Code for the paper by Falet et al. (2022) "Estimating treatment effect for individuals with progressive multiple sclerosis using deep learning"

Segmentation of Multiple Sclerosis lesions with two approaches - transfer learning with weights pre-trained with segmentation on ImageNet dataset and transfer learning with weights from self-supervisied GAN training.

Gait Calibration System

Code for IMVIP 2024 paper "Analysing the Impact of Pre-training in ResUNet Architectures for Multiple Sclerosis Lesion Segmentation using EigenGradCAM"

This repository adds additional functionality to the ivadomed repository on the collaborative IVADO medical imaging project between the Mila and NeuroPoly labs.

Sample Data processing pipeline that downloads, processes, and uploads CMS (Centers for Medicare & Medicaid Services) data into a SQLite database for analytical output

This library contains several utilities and scores commonly used in multiple sclerosis studies.