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
Structural Engineering of Edible Oleogels: From Molecular Assembly to Functional Food Applications. [PDF]
An J, Yang F, Zheng L, Yang T.
europepmc +1 more source
This study introduces Cellular Material Network (CM‐Net), a pioneering machine learning architecture integrating physical information, to predict the mechanical properties of cellular materials. Comprehensive validation through simulations and experiments demonstrates its accuracy in predicting nonlinear behaviors, including initial peak compression ...
Sicong Zhou +5 more
wiley +1 more source
Evaluating the remineralisation potential and clinical evidence of emerging biocompatible materials in restorative dentistry: a systematic review. [PDF]
Isaiselvi D +3 more
europepmc +1 more source
Harnessing underutilized food crops for sustainable extruded snack production: a scoping review. [PDF]
Sam FE +3 more
europepmc +1 more source
Improving ricotta cheese shelf life using saffron petal extract double nanoemulsions stabilized by plant proteins and Lepidium sativum L. gum. [PDF]
Bakhshalipoor F +3 more
europepmc +1 more source
Dietary Fiber and Processing Interventions for Enhanced Batters and Final Baked Products: A Review. [PDF]
Raj A S, Dubey PK, Pandey H, Upadhyay A.
europepmc +1 more source
Effects of Gingerbread Cookie Enrichment with Native and Supercritical CO<sub>2</sub>-Defatted Burdock Seeds. [PDF]
Šavikin K +7 more
europepmc +1 more source
Development, optimization and microbial stability of innovative gluten-free cereal bars. [PDF]
Ferradji S +10 more
europepmc +1 more source
Seed coat ultrastructure of hard-seeded and soft-seeded varieties of Vicia sativa
The mature seed coat structure in hard-seeded and soft-seeded varieties of Vicia sativa L. was examined by scanning and transmission electron microscopy to investigate differentiation in cytological and morphological features between these varieties. The outer layer of the seed coats was composed of macrosclereid (Malpighian) cells in the hard-seeded ...
Nur Münevver Pinar +3 more
core +4 more sources

