Tablet‐based handwriting tasks (spiral, meander, and wave) are transformed into unified images and analyzed using PD‐MGMA‐DSCNN, a lightweight multiscale gated attention network. Bayesian–genetic optimization improves performance, while SHAP attribution maps provide interpretable handwriting biomarkers for Parkinson's disease screening.
Khosro Rezaee, Ali Khalili Fakhrabadi
wiley +1 more source
A Cloud-Aware Scalable Architecture for Distributed Edge-Enabled BCI Biosensor System. [PDF]
Ghosh S +7 more
europepmc +1 more source
Organic neuromorphic electronics powering intelligent sensory and edge computing systems
Organic electronic materials are promising candidates for neuromorphic sensing applications, including chemical, physical, visual, and multimodal sensing, owing to their mechanical softness, biocompatibility, and intrinsic ionic–electronic coupling.
Seungjun Woo +5 more
wiley +1 more source
A Multicellular 3D GelMA‐Based Colorectal Cancer Model for Chemotherapeutic Responses
The development of a GelMA‐based, multicellular 3D in vitro platform designed to more faithfully recapitulate the colorectal cancer (CRC) tumor microenvironment for drug screening applications. The platform integrates a vascularized hydrogel matrix, cancer‐associated fibroblasts, and M2‐polarized macrophages. The translational relevance of the platform
Seyfure Adıgüzel +4 more
wiley +1 more source
An explainable deep learning framework for biosensing data interpretation in biomedical engineering and real-time health diagnostics. [PDF]
Yang Z, Huang W, Zhang H.
europepmc +1 more source
Adaptive long-range modeling of EEG and ECG with Mamba and dynamic graph learning. [PDF]
Hu J, Rahman MMU, Laleg-Kirati TM.
europepmc +1 more source
LLaMAC: low-cost biosignal sensor based large multimodal dataset for affective computing. [PDF]
Lee CG, Kim JY.
europepmc +1 more source
Federated Learning for Cardiovascular Disease Prediction: A Comparative Review of Biosignal- and EHR-Based Approaches. [PDF]
Ryu H, Lee M, Kim SH, Kim JH, Yang HJ.
europepmc +1 more source
Predictive machine learning for postoperative pain using biosignals: a retrospective observational study. [PDF]
Oh J +7 more
europepmc +1 more source
Assessing effects of vibroacoustic stimulation compared to a guided mindfulness meditation using the biosignal of human speech. [PDF]
Fooks C, Niebuhr O.
europepmc +1 more source

