msp-tracker

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Title: msp-tracker
DOI: https://doi.org/10.82595/scilifelab.dr6tk-cn993
Description: This predictive model distinguishes between Relapsing-Remitting Multiple Sclerosis (RRMS) and Secondary Progressive Multiple Sclerosis (SPMS) using electronic health records collected at each hospital visit, with a focus on identifying transitions from RRMS to SPMS. It incorporates Conformal Prediction (CP) to quantify uncertainty and integrates Explainable AI (SHAP) to interpret the contribution of individual features to the predictions. The tool is in an anonymized form for research purposes.
URL: https://msp-tracker.serve.scilifelab.se
Source code: https://github.com/caramba-uu/MSP-tracker
Docker image: akshaips7/msptracker:v2025
Date submitted: 2024-01-23 14:36
Date updated: 2025-06-19 10:58

Parakkal Sreenivasan, Akshai

Version 1:
https://doi.org/10.82595/scilifelab.dr6tk-cn993 current

To cite all versions, use the following DOI:
https://doi.org/10.82595/scilifelab.bv8k1-qvt76