C-SOM SNN: A Continuous Self-Organizing Map Spiking Neural Network Based on STDP Unsupervised Learning Encoding with Designed Lateral Inhibition Distribution. [PDF]
Mo L, Liu X, Tang M.
europepmc +1 more source
An acid‐responsive core‐shell microneedle system normalizes the degenerative annulus fibrosus microenvironment by consuming pathological H+, generating O2, and providing NIR‐amplified redox buffering. Mechanistically, it epigenetically suppresses ferroptosis via DNMT3A‐dependent methylation of the ATF3 promoter, relieving ATF3‐mediated repression of ...
Lu Tan +7 more
wiley +1 more source
Exercise modality and subsequent musculoskeletal medical expenditures among middle-aged and older adults: A population-based longitudinal study. [PDF]
Choi E, Choi S, Jang SY.
europepmc +1 more source
A Gut‐Brain Axis Underlying Succinate‐Associated Compulsive‐Like Behavior
Gut‐derived succinate is associated with an excitatory‐inhibitory imbalance in dmPFC glutamatergic neurons, involving microglial SUCNR1 activation and vagal afferent signaling via upregulated gut 5‐HT4 receptors along the DVC‐CeA‐dmPFC circuit, changes that are linked to excessive compulsive‐like behavior.
Yi Li +12 more
wiley +1 more source
DEEPFIN: A deep learning tool for fish image classification from unlabeled data. [PDF]
Mihai A +4 more
europepmc +1 more source
Brain Network Dynamics of Local and Global Predictive Processing in Aging
Separation of concurrent whole‐brain networks in source‐reconstructed magnetoencephalography (MEG) data suggests that healthy aging reorganizes, rather than uniformly attenuates, neural responses elicited from hierarchical auditory violations. Enhanced early sensory deviance processing alongside reduced higher‐order cognitive responses suggests a large‐
Mathias Houe Andersen +9 more
wiley +1 more source
Retraction: Sentiment analysis of classical Chinese literature: An unsupervised deep learning model with BERT and graph attention networks. [PDF]
PLOS One Editors.
europepmc +1 more source
DeepLNM: A Multimodal Model for Predicting Lymph Node Metastasis in Colorectal Cancer
Traditional diagnosis may miss positive LNM cases, and pathologists face a workload; therefore, we develop DeepLNM, a multimodal model that predicts lymph node metastasis in colorectal cancer from H&E WSIs, CT images, and text. DeepLNM is robust across internal, external, and prospective cohorts and, in a user study, improves diagnostic accuracy while ...
Zhengyu Zhang +24 more
wiley +1 more source
A Facial Foundation Model for Clinical Biomarker Prediction and Real‐World Mobile Deployment
MedicalFaceFound is a facial foundation model developed through three‐stage progressive pre‐training, adapting representations from general vision to facial structure and clinical phenotypes. Using a single facial image, it estimates 62 biomarkers across multiple physiological systems and supports downstream risk prediction for cardiovascular ...
Tingfeng Xu +15 more
wiley +1 more source
AI-Enabled Animal Behavior Analysis for Translational Pharmacology and Therapeutic Discovery. [PDF]
Kim S.
europepmc +1 more source

