18 citations · 40 across the 9 of their papers we have counts for
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cs.LG2024★ 3 cited
Towards Foundation Models for Critical Care Time Series
Manuel Burger, Fedor Sergeev, Malte Londschien +10
Notable progress has been made in generalist medical large language models across various healthcare areas. However, large-scale modeling of in-hospital time series data - such as…
cs.LG2024
Dynamic Survival Analysis for Early Event Prediction
Hugo Yèche, Manuel Burger, Dinara Veshchezerova +1
This study advances Early Event Prediction (EEP) in healthcare through Dynamic Survival Analysis (DSA), offering a novel approach by integrating risk localization into alarm polici…