A Bilayer Feature Fusion Framework for Pan-Cancer Survival Prediction Based on Multihead Attention and Adaptive Differential Privacy: Model Development and Validation Study. [PDF]
Chen Y, Deng Z, Wang L, Wang H, Wu X.
europepmc +1 more source
Mechanism‐Informed Machine Learning Enables Discovery of Oncolytic Peptides for Cancer Immunotherapy
MISPOP integrates ensemble learning with membrane‐active physicochemical priors to identify Dermaseptin‐S9, a natural oncolytic peptide that disrupts tumor membranes, triggers immunogenic cell death, and shows strong antitumor activity. The study illustrates a mechanism‐informed route from peptide sequence data to cancer immunotherapy leads.
Wen Zhang +11 more
wiley +1 more source
Setting new boundaries of 16S rRNA gene identity for prokaryotic taxonomy. [PDF]
Hackmann TJ.
europepmc +1 more source
MarginPath is a novel vision‐language system that automates breast cancer margin assessment using a single label‐free multiphoton microscopy image. By integrating tumor‐associated collagen signatures with virtual H&E imaging, it generates accurate margin heatmaps and comprehensive diagnostic reports.
Shu Wang +15 more
wiley +1 more source
High-Performance Surface Electromyography Armband Design for Gesture Recognition. [PDF]
Zhang R, Hong Y, Zhang H, Dang L, Li Y.
europepmc +1 more source
Origami‐Mediated Low‐Voltage Electret Soft Robotic Actuators for Human‐Machine Haptic Interfaces
This work introduces an origami‐mediated soft electret actuator that combines compliant mechanical design and enhanced charge retention for low‐voltage vibrotactile feedback. The device delivers reliable tactile cues, demonstrates durable performance under continuous actuation, and enables intuitive interaction in applications such as tactile ...
Han Chen +8 more
wiley +1 more source
Classifying and fact-checking health-related information about COVID-19 on Twitter/X using machine learning and deep learning models. [PDF]
Sharifpoor E +3 more
europepmc +1 more source
Evaluating dried salted cod amino acid signature for nutritional quality assessment and discriminant analysis. [PDF]
Quaresma MAG +7 more
europepmc +1 more source
A biomimetic artificial intelligence system, PancDS, has been developed to distinguish pancreatic ductal adenocarcinoma from mass‐forming pancreatitis by adaptively integrating clinical data, radiomics, and deep learning features. Validated across multicenter, reader‐study, and prospective settings, PancDS improves diagnostic accuracy, particularly for
Zhibo Wang +13 more
wiley +1 more source
Ethical and Legal Governance of Generative AI in Chinese Healthcare. [PDF]
Jia J, Zhao S.
europepmc +1 more source

