3 papers
stat.AP2026
Development of tools for all-cause mortality prediction in heart failure patients: a systematic review
Erik Aerts, Annika Rosengren, Martin Lindgren +3
Heart failure is a serious medical condition associated with risk of acute deterioration, recurrent hospitalizations and high mortality making accurate mortality prediction potenti…
cs.AI2026
AI-based detection of worsening heart failure from low-resolution telemonitoring data
Erik Aerts, Yinan Yu, Annika Rosengren +5
Objective: Heart failure (HF) presents a healthcare challenge due to its high comorbidity burden, aging patient population and frequent hospitalizations. Remote monitoring offers a…
cs.LG2025
Trajectory-guided discharge stratification for heart failure using short-context electronic health record sequence modeling
Falk Dippel, Yinan Yu, Annika Rosengren +5
Purpose: Heart failure (HF) discharge planning depends on identifying patients at risk of deterioration or death, yet accurate prediction from routinely collected electronic health…