Results 181 to 190 of about 9,971 (245)

Machine Learning Prediction of Hoehn and Yahr Scores at 5‐Years Post‐123I‐Ioflupane SPECT Imaging in a Real‐World Parkinson's Disease Dataset

open access: yesMovement Disorders Clinical Practice, EarlyView.
Abstract Background Parkinson's disease (PD) progression is highly heterogeneous, complicating clinical management and prognostication. While machine learning models have been developed using research datasets such as Parkinson's Precision Medicine Initiative (PPMI) and Parkinson's Disease Biomarkers Program (PDBP), their clinical translatability is ...
Xuehua Ye   +9 more
wiley   +1 more source

MatInform: A Two‐Stage Multi‐Agent Framework for Consistent and Interpretable Extraction of Biomaterial Literatures

open access: yesMaterials Genome Engineering Advances, EarlyView.
We present an automated framework for extracting structured information from scientific literature using hierarchical multi‐agent coordination. Applied to 1469 titanium‐based antibacterial coating papers, MatInform achieves F1 = 0.905 and enables knowledge graph construction, model fine‐tuning, and interpretable SHAP‐based materials analysis.
Jiaojiao Su   +7 more
wiley   +1 more source

A Deep Nonlinear Subspace Modeling and Reconstruction for Diffusion‐Weighted Imaging Using Denoising Auto‐Encoder

open access: yesMagnetic Resonance in Medicine, EarlyView.
ABSTRACT Purpose To present a novel, nonlinear subspace modeling and joint k–q‐space reconstruction technique for high‐resolution, multi‐band, multi‐shell diffusion‐weighted imaging (DWI). Methods High b‐value (> 1000 s/mm2), high resolution DWI has the drawback of generally low signal‐to‐noise ratios (SNRs).
Julius Glaser   +4 more
wiley   +1 more source

Consensus‐Based Safety Recommendations for Informal Home Care: A Mixed Methods Study

open access: yesResearch in Nursing &Health, EarlyView.
ABSTRACT As home‐based care expands globally, informal caregivers are responsible for medical and nursing responsibilities, raising serious concerns about safety and risk management. This study proposes expert‐informed, safety recommendations tailored to informal caregiving in home settings.
Nida Abed   +9 more
wiley   +1 more source

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