Geriatrics | Machine Learning | Physiology Unsupervised learning of aging principles from longitudinal data. November 5, 2022
Clinical Medicine | Machine Learning | Trauma Clustering of trauma patients based on longitudinal data and the application of machine learning to predict recovery. October 10, 2022
Data Science | Machine Learning | Rheumatology Comparing two machine learning approaches in predicting lupus hospitalization using longitudinal data. September 30, 2022
Data Science | Psychology | Resilience Individualizing deep dynamic models for psychological resilience data. May 16, 2022
Neurology | Statistics Deep learning for the dynamic prediction of multivariate longitudinal and survival data. March 29, 2022
Ophthalmology Multi-task deep learning-based survival analysis on the prognosis of late AMD using the longitudinal data in AREDS. March 21, 2022
Bioinformatics | Microbiology phyLoSTM: a novel deep learning model on disease prediction from longitudinal microbiome data. July 2, 2021
Biostatistics | Epidemiology Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis with Competing Risks based on Longitudinal Data. April 16, 2019