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
Acute breathlessness as a cause of hospitalisation in Malawi: a prospective, patient-centred study to evaluate causes and outcomes. [PDF]
Spencer SA +23 more
europepmc +1 more source
The Risk of Cardiovascular Diseases for Shift Workers in the Prospective Heinz Nixdorf Recall Study
ABSTRACT Background Shift work can disrupt circadian rhythms and is postulated to play a role in cardiovascular diseases (CVD). In the German prospective population‐based Heinz Nixdorf Recall Study, we analyzed longitudinal associations between shift work and night‐shift work with CVD.
Katharina Wichert +7 more
wiley +1 more source
A photocontrolled RAFT strategy enables the alternating copolymerization of 1,3‐disubstituted bicyclo[1.1.0]butanes with electron‐deficient comonomers, affording well‐defined copolymers bearing strained cyclobutane backbones. A high degree of alternation, tunable molecular weights, and excellent end‐group fidelity are achieved through a CTA‐mediated ...
Xia Hu +4 more
wiley +2 more sources
Prevalence and correlates of current smoking among deaf, deafblind, and hard of hearing individuals. [PDF]
Siddiqi S +9 more
europepmc +1 more source
ABSTRACT Culturally responsive early childhood education (ECE) environments can increase child and family participation, enhance service quality, and improve developmental outcomes for children. Educators from culturally and linguistically diverse (CALD) backgrounds contribute to inclusive ECE and are crucial for addressing workforce shortages.
Sene Gide +4 more
wiley +1 more source
Adiabatic shearing and performances of milling 304 stainless steel based on cooling strategies of flood, LN<sub>2</sub> and LN<sub>2</sub>+LCO<sub>2</sub>. [PDF]
Mao Y, Cui Y.
europepmc +1 more source
Making Sense of Standardised Assessment Data: A Response to Snow et al. (2025)
ABSTRACT I write in response to the commentary by Snow et al. (2025) on the paper Are Australian students' academic skills declining? Interrogating 25 years of national and international standardised assessment data published in this journal (Larsen 2024).
Sally A. Larsen
wiley +1 more source
Phylogenomics of Plasmopara halstedii Reveals Genomic Regions Associated With the Breakdown of Sunflower Downy Mildew Resistance Genes. [PDF]
Pecrix Y +8 more
europepmc +1 more source
Research on Friction Welded Connections of B500SP Reinforcement Bars with 1.4301 (AISI 304) and 1.4021 (AISI 420) Stainless Steel Bars. [PDF]
Michałek J, Krawczyk R.
europepmc +1 more source

