PICSL

Enhancing Prognosis Prediction in Irregular Clinical Time Series via Contrastive Pretraining and Selective Label Refinement

Quick Start

git clone https://github.com/ziyuey/PICSL.git

Datasets

MIMIC-III

Physionet2012

Run preprocess/preprocess_physionet.py to download and preprocess the data.

Physionet2019

Pre-training

Fine-tuning and Evaluation

Reference