Predicting morbidity by local similarities in multi-scale patient trajectories

Realistic simulation of virtual multi-scale, multi-modal patient trajectories using Bayesian networks and sparse auto-encoders

(2020) Meemansa Sood et al.   Scientific Reports

LIG-Doctor: efficient patient trajectory prediction using Bidirectional Minimal Gated-Recurrent Networks

(2020) Jose F. Rodrigues-Jr et al.   INFORMATION SCIENCES

Identifying temporal patterns in patient disease trajectories using dynamic time warping: A population-based study

(2018) Alexia Giannoula et al.   Scientific Reports

Temporal disease trajectories condensed from population-wide registry data covering 6.2 million patients

(2014) Anders Boeck Jensen et al.   Nature Communications

Contemporary model for cardiovascular risk prediction in people with type 2 diabetes

(2011) Andre Pascal Kengne et al.   EUROPEAN JOURNAL OF CARDIOVASCULAR PREVENTION & REHABILITATION

Development and validation of a risk score for hospitalization for heart failure in patients with Type 2 Diabetes Mellitus

(2008) Xilin Yang et al.   Cardiovascular Diabetology

Development and Validation of a Total Coronary Heart Disease Risk Score in Type 2 Diabetes Mellitus

(2007) Xilin Yang et al.   AMERICAN JOURNAL OF CARDIOLOGY