Prediction of Spontaneous Breathing Trial Outcome in Critically Ill-Ventilated Patients Using Deep Learning: Development and Verification Study. [PDF]
Yang HC +8 more
europepmc +1 more source
Additive Gaussian Process Regression for Predictive Design of High‐Performance, Printable Silicones
A chemistry‐aware design framework for tuning printable polydimethylsiloxane (PDMS) for vat photopolymerization (VPP) is developed using additive Gaussian process (GP) modeling. Polymer network mechanics informs variable groupings, feasible formulation constraints, and interaction variables.
Roxana Carbonell +3 more
wiley +1 more source
Transforming Education: Case-Based Integrated Learning Development and Implementation - A Mixed Methods Study at a Private Medical College. [PDF]
Ali R +9 more
europepmc +1 more source
Geometry‐driven thermal behavior in wire‐arc additive manufacturing (WAAM) influences microstructural evolution during nonequilibrium solidification of a chemically complex Fe–Cr–Nb–W–Mo–C nanocomposite system. By comparing different deposits configurations, distinct entropy–cooling rate correlations, segregation, and carbide evolution are revealed ...
Blanca Palacios +5 more
wiley +1 more source
Automated CT image prescription of the gallbladder using deep learning: Development, evaluation, and health promotion. [PDF]
Yang CY +5 more
europepmc +1 more source
Novel application of an automated-machine learning development tool for predicting burn sepsis: proof of concept. [PDF]
Tran NK +7 more
europepmc +1 more source
A unified research data management framework for heterogeneous materials data is presented. The system integrates multimodal datasets using ontologies and knowledge graphs, enabling interoperability and FAIR (findable, accessible, interoperable, reusable) data principles. By linking data across scales and workflows, it supports reproducible, Artifitial
Doaa Mohamed +6 more
wiley +1 more source
Predicting new-onset stroke with machine learning: development of a model integrating traditional Chinese and western medicine. [PDF]
Wang L +10 more
europepmc +1 more source
From Regression Analysis to Deep Learning: Development of Improved Proxy Measures of State-Level Household Gun Ownership. [PDF]
Gomez DB, Xu Z, Saleh JH.
europepmc +1 more source
Towards Defect Phase Diagrams: From Research Data Management to Automated Workflows
A research data management infrastructure is presented for the systematic integration of heterogeneous experimental and simulation data required for defect phase diagrams. The approach combines openBIS with a companion application for large‐object storage, automated metadata extraction, provenance tracking and federated data access, thereby supporting ...
Khalil Rejiba +5 more
wiley +1 more source

