Federated spatio-temporal graph neural network for privacy-preserving vehicle trajectory prediction in autonomous driving. [PDF]
Joshi A +4 more
europepmc +1 more source
Four‐Year Cognitive Outcomes in Multiple Sclerosis: Associations With Lesion Myelin Integrity
ABSTRACT Objectives Cognitive impairment is prevalent in patients with multiple sclerosis (MS) but whether lesion myelin integrity influences future cognitive outcomes remains unclear. We investigated the relationship between baseline lesion myelin water fraction (MWF) and cognitive performance 4 years later.
Iliana Pliska‐Bloch +9 more
wiley +1 more source
Decoding Geometry, Not Tokens: Efficient VLMs for Robot Affordance and Trajectory Prediction [PDF]
Akila Ayanthi +6 more
openalex +1 more source
Interpretable machine learning for multiclass trajectory prediction in cardiovascular-kidney-metabolic syndrome stage: development and external validation. [PDF]
Zhang T +6 more
europepmc +1 more source
Systemic sclerosis (SSc) is a rare autoimmune disease defined by immune dysregulation, vasculopathy, and progressive fibrosis of the skin and internal organs. Despite advances in care, major complications such as interstitial lung disease (ILD) and myocardial involvement remain the leading causes of morbidity and mortality.
Cristiana Sieiro Santos +2 more
wiley +1 more source
Dynamic Machine Learning Prediction of Colorectal Anastomotic Leak Using Preoperative Factors and Serial Postoperative Biomarker Trajectories [PDF]
Ozan Can Tatar +6 more
openalex +1 more source
Time Series Transformer for long-term CD4 trajectory prediction in HIV patients: a novel deep learning approach. [PDF]
Lu Q +9 more
europepmc +1 more source
Objective To investigate the association between rheumatoid arthritis (RA) and coronary artery calcium (CAC) prevalence, incidence, and progression over four years in adults without prior cardiovascular disease. Methods A case‐cohort study within the Brazilian Longitudinal Study of Adult Health (ELSA‐Brasil) included 585 participants (86 patients with ...
Patrícia Fonseca Estrada +7 more
wiley +1 more source

