Community Health Workers and Precision Medicine: Results of a Randomized Clinical Trial on Patient Knowledge, Healthcare Use, and Evidence-Based Care. [PDF]
Wood EH +8 more
europepmc +1 more source
A digital twin framework is presented for modular soft continuum arms built from fiber‐reinforced pneumatic actuators. Cosserat rod models describe individual actuators, while virtual assemblies are formed through serial and parallel networks, preserving actuator‐level architecture and arm deformation.
Seung Hyun Kim +11 more
wiley +1 more source
Leveraging deep learning to infer continuous predictions from ordinal labels in medical imaging. [PDF]
Hoebel KV +9 more
europepmc +1 more source
Interpretable Short‐Term Electric Load Forecasting
A temporal fusion transformer is implemented to generate day‐ahead forecasts of the hourly electrical load of a departmentbuilding at an Italian university. A forecasting performance improvement of more than 25% compared with established benchmark models and a provision of inherent robust interpretability insights reveal the potential of this model for
Alessandro Nicola +6 more
wiley +1 more source
MLMarker: a machine learning framework for tissue inference and biomarker discovery. [PDF]
Claeys T +3 more
europepmc +1 more source
A hybrid Reinforcement Learning–Explainable AI framework integrates SHAP and LIME explanations directly into a Deep Q‐Network inference loop for real‐time ICU decision support. Trained on 18 142 mechanically ventilated stays from the eICU database, the system attains 93.0% decision accuracy, 20% fewer errors than RL alone, and a 91% clinician trust ...
Jannatul Ferdaus Disha +2 more
wiley +1 more source
Assessment of the Effect of School Feeding on Dropout Rate in Kolfe Keranio Public Primary School, Addis Ababa, Ethiopia: A Quasi-Experimental Study. [PDF]
Dagnaw M, Hailu E, Arage SM.
europepmc +1 more source
Designing Wire Mazes for Replicating Natural Echoes to Study Bat Biosonar Function
A validated framework combining efficient physical modeling (multiple scattering model) and deep learning is presented to guide wire‐maze design for bat biosonar studies. This approach rapidly generates large datasets to test acoustic distinguishability among wire arrangements.
Chunlin Jia +3 more
wiley +1 more source
Structural Characteristics of Parapapillary Choroidal Microvasculature Dropout in Primary Open-Angle Glaucoma: Comparison Between Width and Area. [PDF]
Lee SH +5 more
europepmc +1 more source

