Application

Title

msp-tracker

Type

Custom App

URL

https://msp-tracker.serve.scilifelab.se

Source code

https://github.com/caramba-uu/MSP-tracker

Docker image

akshaips7/msptracker:v2025

Created

23 Jan, 2024

Updated

19 Jun, 2025

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.

Tags

Ai

Conformal Prediction

Ehr

Ml

Multiple_Sclerosis