Artificial Intelligence and Machine Learning to help find scientific research and filter relevant content
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Updated
Aug 23, 2024 - Python
Artificial Intelligence and Machine Learning to help find scientific research and filter relevant content
A 3D Attention U-Net model is developed, aimed at segmenting and tracking Multiple Sclerosis lesions in MRI images.
Code for IMVIP 2024 paper "Analysing the Impact of Pre-training in ResUNet Architectures for Multiple Sclerosis Lesion Segmentation using EigenGradCAM"
Matlab application to review Lesions from two time point T1 Flair scans and generate reports
Praca magisterska pt. "Segmentacja lezji stwardnienia rozsianego z wykorzystaniem splotowych sieci neuronowych""
Fully automated (rodent) limb motion analysis toolbox for behavioral analysis with bodypart coordinate data, building upon markerless pose estimation.
BoldContacts site implemented as SvelteKit
Various short scripts intended for the use in the MS center of the General University Hospital in Prague
This repository contains an adapatation of the nnU-Net code to the detection of new or evolving Multiple Sclerosis lesions in FLAIR Magnetic Resonance images.
Sample Data processing pipeline that downloads, processes, and uploads CMS (Centers for Medicare & Medicaid Services) data into a SQLite database for analytical output
🧠 Statistical Methods Applied to Psychology Projects
The Kurtzke Expanded Disability Status Scale (EDSS) is a method of quantifying disability in multiple sclerosis
Code for the paper by Falet et al. (2022) "Estimating treatment effect for individuals with progressive multiple sclerosis using deep learning"
An open source list for MS Imaging & AI tools and resources
This repository adds additional functionality to the ivadomed repository on the collaborative IVADO medical imaging project between the Mila and NeuroPoly labs.
Statistical classifier for immune repertoires
Add a description, image, and links to the multiple-sclerosis topic page so that developers can more easily learn about it.
To associate your repository with the multiple-sclerosis topic, visit your repo's landing page and select "manage topics."