Computer methods and programs in biomedicine
Mar 1, 2026
BACKGROUND: Intracerebral hemorrhage (ICH) is a leading cause of long-term disability, particularly in China. Post-stroke motor recovery exhibits considerable heterogeneity, presenting substantial challenges for clinicians in establishing realistic g... read more
Neural networks : the official journal of the International Neural Network Society
Mar 1, 2026
Iterative pruning, while effective for reducing model complexity, often introduces instability into the importance estimation of weights. This instability arises from the structural imbalance created during pruning: pruned weights are typically zeroe... read more
Neural networks : the official journal of the International Neural Network Society
Mar 1, 2026
Neural topic models (NTMs) based on variational autoencoders (VAEs) have emerged as a scalable and flexible alternative to classical probabilistic models for uncovering latent thematic structures in text corpora. However, most existing NTMs either ov... read more
Neural networks : the official journal of the International Neural Network Society
Mar 1, 2026
Weakly Supervised Semantic Segmentation (WSSS) is a challenging task in computer vision, as it relies on limited supervision to generate precise object localization maps, often using Class Activation Maps (CAMs). Traditional methods struggle with bal... read more
Neural networks : the official journal of the International Neural Network Society
Mar 1, 2026
Image denoising is a pivotal and intricate task within the field of deep learning and the challenge of generalization poses significant difficulties for many denoisers when faced with out-of-distribution (OOD) noise. Model generalization performance ... read more
Pregnant women and children have been underrepresented in clinical studies due to ethical concerns and perceived vulnerabilities. This resulted in a significant gap in knowledge regarding the safety and efficacy of medications for these populations. ... read more
BACKGROUND: Esophageal squamous cell cancer (ESCC) is a malignancy derived from the Esophagus, and dysregulation of the cGAS-STING pathway contributes to ESCC progression. METHOD: ESCC bulk-seq dataset GSE38129 was acquired from GEO database and then... read more
Scandinavian journal of medicine & science in sports
Mar 1, 2026
Inactive adults face a measurable risk of chronic Achilles tendon injury when starting to run, yet the mechanisms remain unclear. We leverage machine learning and Shapley Additive Explanations (SHAP)-core methodologies in artificial intelligence-to i... read more
Artificial Intelligence (AI) technologies are rapidly evolving and their integration into psychological practices has progressively expanded, offering new tools for diagnosis, treatment and therapeutic monitoring. This review examines the transformat... read more
Giornale italiano di cardiologia (2006)
Mar 1, 2026
Artificial intelligence (AI) is rapidly transforming the world, and medicine is at the forefront of this revolution. In cardiology, AI is increasingly providing innovative tools for diagnosis, risk stratification, interventional planning, and persona... read more
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