Results 251 to 260 of about 1,736,079 (311)

Integrating Reinforcement Learning With Explainable Artificial Intelligence for Real‐Time Clinical Decision Support in Dynamic Healthcare Environments

Advanced Intelligent Systems, EarlyView.
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, MD Faiaz Zaman Dehan, Kazi Md. Tanvir Anzum   +2 more
wiley   +1 more source

Effects of post-fire on seed germination and seedling recruitment of a generalist savanna woody species. [PDF]

Plant Biol (Stuttg)
De Macedo MA, Rossatto DR.
europepmc   +1 more source

Cellular Material Network: A General Machine Learning Architecture for Predicting Mechanical Properties of Cellular Materials

Advanced Intelligent Systems, EarlyView.
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, Qiang Gao, Liuchao Jin, Guoquan Xie, Kang Zhang, Wei‐Hsin Liao   +5 more
wiley   +1 more source

Infant mortality across EU health systems: heterogeneity encoding, fixed effects regression, and machine learning in a small macro panel. [PDF]

Front Health Serv
Kisa E, Kisa A.
europepmc   +1 more source

The role of venture‐financed startups in innovation for US agriculture

American Journal of Agricultural Economics, EarlyView.
Abstract To evaluate the role played by startup companies in the innovation ecosystem of US agriculture, we compile a unique dataset of 6024 new entrants founded 1987–2019 that details their financing lifecycles, annual economic performance, and patenting activities.
Gregory D. Graff, Charles A. W. de Grazia, Nicholas E. Rada   +2 more
wiley   +1 more source

Trade-off between yield and quality driven by artificial domestication in <i>Gleditsia sinensis</i>: Phenotypic and functional component variation in a common garden and variety selection. [PDF]

Front Plant Sci
Zhang G, Zhang R, Feng J, Jiang Y, Chang Y, Huo X.   +5 more
europepmc   +1 more source

Contrasting Osmotic Stress Responses and Provenance Effects on Seed Germination and Seedling Performance in Two Andean Species. [PDF]

Plant Environ Interact
Patiño-Uyaguari C, Chica E, Báez S, Sibret T, Palomeque X.   +4 more
europepmc   +1 more source

Effect of Construction Restrictions on Future Landslide Exposure Under Land-Use Simulation in Southwest China. [PDF]

Biology (Basel)
Jin J, Wang W, Zhang C, Wang C, Dong X, Yang Y, Gao J, Zhang Q.   +7 more
europepmc   +1 more source

Functional traits explain responses of Appalachian birds to vertical and horizontal forest structure. [PDF]

J Anim Ecol
Roberts T, Jarzyna MA, Wei C, Sweeney CP, Keebler H, Fink D, Zhao K, Zuckerberg B.   +7 more
europepmc   +1 more source

DNA and RNA metabarcoding reveal shared dominant seed-borne fungi. [PDF]

Environ Microbiome
Franić I, Sherwood P, Stolarek K, Eschen R, Orbach J, Prospero S, Cleary M.   +6 more
europepmc   +1 more source