External prescription circulation and chronic medication refills via internet hospital: a real-world study of patient characteristics in eastern China. [PDF]
Zhang Y, Feng Z, Li EF, Hu J.
europepmc +1 more source
When Biology Meets Medicine: A Perspective on Foundation Models
Artificial intelligence, and foundation models in particular, are transforming life sciences and medicine. This perspective reviews biological and medical foundation models across scales, highlighting key challenges in data availability, model evaluation, and architectural design.
Kunying Niu +3 more
wiley +1 more source
The "Information Paradox" in crime prevention: how spatial context and age moderate the impact of safety advisories on residents' perception of safety. [PDF]
Wang Z.
europepmc +1 more source
AI‐Driven Cancer Multi‐Omics: A Review From the Data Pipeline Perspective
The exponential growth of cancer multi‐omics data brings opportunities and challenges for precision oncology. This review systematically examines AI's role in addressing these challenges, covering generative models, integration architectures, Explainable AI for clinical trust, clinical applications, and key directions for clinical translation.
Shilong Liu, Shunxiang Li, Kun Qian
wiley +1 more source
Civilianized safety practitioners reduce crime and disorder: Evidence from a quasiexperimental evaluation in San Francisco. [PDF]
Stuart F, Moore CL, Janulis P.
europepmc +1 more source
Current Standards of Monitoring Models in Healthcare Settings
AI/ML‐enabled medical devices are entering clinical practice faster than monitoring standards mature. This review highlights gaps in postmarket surveillance, limited use of predetermined change‐control plans, and the need for ongoing performance tracking, drift detection, explainability, and workflow‐aware governance to support safer, more reliable ...
Alan Kay +5 more
wiley +1 more source
Sustainability of affordable housing programs in Kenya: A case of Meru and Embu Counties. [PDF]
Gatimbu KK, Nthakanio PN.
europepmc +1 more source
INVESTMENT IN SOIL CONSERVATION IN NORTHERN ETHIOPIA: THE ROLE OF LAND TENURE SECURITY AND PUBLIC PROGRAMS [PDF]
Soil erosion seriously threatens the future agricultural productivity of Ethiopia's highlands. In analyzing the determinants of soil conservation investments there, this study goes beyond the conventional physical factors to examine institutional, social
Swinton, Scott M., Gebremedhin, Berhanu
core
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
Development and psychometric validation of the hospital Security Personnel Narrative Competency Scale (HSPNCS). [PDF]
Fang B +7 more
europepmc +1 more source

