Open Heart

Sex differences in the association of social determinants of health and adverse cardiovascular outcomes in patients with atrial fibrillation

Background Despite anticoagulation, patients with atrial fibrillation (AF) experience persistent elevated cardiovascular risk ...
IEEE

Enhancing Prediction Accuracy Through Random Forest in Classification and Regression

Abstract: Random Forest is a well-known type of ensemble learning, which combines a number of decision trees to improve the prediction ability and reduce the risk of overfitting. This paper aims at ...
AlphaGalileo

Propose a CT-based noninvasive method to assess tumor fibrosis, guiding precision chemotherapy for unresectable pancreatic cancer

On October 3, 2025, a multicenter team from Shenzhen University, Xiangya Hospital of Central South University, Zhujiang Hospital of Southern Medical ...
Scientific Research Publishing

Multimodal Digital Phenotyping for Bipolar Disorder: Robust Mood-State Classification and Early Relapse Risk Monitoring ()

Bipolar Disorder, Digital Phenotyping, Multimodal Learning, Face/Voice/Phone, Mood Classification, Relapse Prediction, T-SNE, Ablation Share and Cite: de Filippis, R. and Al Foysal, A. (2025) ...