Results 241 to 250 of about 13,707,469 (301)

Trustworthy Multimodal Attention Framework for Creep Rupture Life Prediction Under Data‐Scarce Conditions: A Case Study on IN718

Advanced Science, EarlyView.
An attention‐based multimodal deep learning framework is developed to predict the creep life of Ni‐based superalloys by fusing processing parameters with microstructural micrographs. The model achieves high accuracy (R2 = 0.92), aligns with metallurgical principles by capturing δ‐phase influence, and incorporates uncertainty quantification, offering a ...
Haopeng Lv, Dayong Wu, Ziyuan Rao, Qian Wang, Haikun Ma, Jie Kang, Wang Li, Huicong Dong, Yandong Wang, Zhinan Yang, Ru Su   +10 more
wiley   +1 more source

Does Lower Regression Error Mean Stronger Forensic Evidence? Machine Learning Regression Versus Demirjian and Willems Methods for Dental Age Estimation at 12- and 15-Year Legal Thresholds. [PDF]

Diagnostics (Basel)
Doğan M, Parlak ME, Koçak KS, Etli Y, Özdemir B, Temur KT.   +5 more
europepmc   +1 more source

Biochemically Constrained Multi‐Omics Integration Reveals Protein–Metabolite Dependencies Across Diseases

Advanced Science, EarlyView.
ProMetNet introduces a biologically constrained deep learning framework for proteo‐metabolomic integration by embedding Reactome‐derived pathway topology into neural networks. It captures non‐linear molecular dependencies and pathway‐level metabolic reorganization, enabling interpretable discrimination.
Minghui Zhao, Na Zhou, Ruotong Liu, Xiaofei Li, Jian Li, Fuzhong Xue, Qingzhen Hou   +6 more
wiley   +1 more source

Effects of Forest Therapy on Depressive Symptoms: A Systematic Review and Meta-Analysis. [PDF]

Psychol Res Behav Manag
Lu K, Tang A, Liu Y, Cao F.
europepmc   +1 more source

Application of the Random Forest Method for Classifying Diabetes

Eka Putri Yuniarsih, Mutia Nur Estri, Najmah Istikaanah, Idha Sihwaningrum   +3 more
openaire   +1 more source

Learning from pandemics: Feature selection and clustering for robust digital disease nowcasting. [PDF]

PLoS One
Mesquita S, Loureiro J, Haupt Vieira C, Perfeito L, Gonçalves-Sá J.   +4 more
europepmc   +1 more source

A Hybrid Random Forest-SARSA Framework for Resting-State EEG-Based Parkinson's Disease Detection With Temporal Decision Refinement. [PDF]

Brain Behav
S S, Rajan SE.
europepmc   +1 more source

Neurophysiological Characterization of ADHD in Children Using EEG Signals: A Machine Learning Approach to Executive Function Networks. [PDF]

Sensors (Basel)
Gutiérrez-Jácome DB, Campos-Ortuño RA, Pardo-Valenzuela JE, Gómez-Morales ÓW.   +3 more
europepmc   +1 more source

A configurable five-step workflow for high-throughput hyperspectral image analysis and vegetation index mapping. [PDF]

MethodsX
Jung JG, Kim K, Jeong JY, Yoon JH, Bae EJ.   +4 more
europepmc   +1 more source