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An Explainable Deep Learning Framework for Multimodal Autism Diagnosis Using XAI GAMI-Net and Hypernetworks.

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第一作者： Wajeeha,Malik

第一单位： Department of Computer Science, Lahore College for Women University, Lahore 54500, Pakistan.

作者： Wajeeha,Malik ^[1] ; Muhammad Abuzar,Fahiem ^[1] ; Tayyaba,Farhat ^[2] ; Runna,Alghazo ^[3] ; Awais,Mahmood ^[4] ; Mousa,Alhajlah ^[4]

作者单位： Department of Computer Science, Lahore College for Women University, Lahore 54500, Pakistan. ^[1] Faculty of Computer Science and Information Technology, The Superior University, Lahore 54600, Pakistan. ^[2] Department of Education, Health, & Behavioral Studies (EHBS), University of North Dakota, Grand Forks, ND 58202, USA. ^[3] Computer Science and Information Systems Department, Applied Computer Science College, King Saud University, P.O. Box 51178, Riyadh 11543, Saudi Arabia. ^[4]

关键词 Autism Spectrum Disorder (ASD)Convolutional Neural Network (CNN)Explainable artificial intelligence (XAI)GAMI-Net Graph Neural Network (GNN)Hypernetworks

DOI 10.3390/diagnostics15172232

PMID 40941719

发布时间 2025-09-16

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Diagnostics (Basel, Switzerland)

2025年15卷17期

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An Explainable Deep Learning Framework for Multimodal Autism Diagnosis Using XAI GAMI-Net and Hypernetworks.

Diagnostics (Basel, Switzerland)

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An Explainable Deep Learning Framework for Multimodal Autism Diagnosis Using XAI GAMI-Net and Hypernetworks.

Diagnostics (Basel, Switzerland)

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Diagnostics (Basel, Switzerland)

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