Dynamic Survival Analysis for Early Event Prediction

H Yèche, M Burger, D Veshchezerova… - arXiv preprint arXiv …, 2024 - arxiv.org
This study advances Early Event Prediction (EEP) in healthcare through Dynamic Survival
Analysis (DSA), offering a novel approach by integrating risk localization into alarm policies …

Towards Large-scale Clinical Multi-variate Time-series Datasets

M Burger, F Sergeev, M Londschien… - … Workshop on Time …, 2024 - openreview.net
Notable progress has been made in generalist medical Large Language Models (LLMs)
across various healthcare areas. However, large-scale modeling of in-hospital time series …