Deep neural network heatmaps capture Alzheimer’s disease patterns reported in a large meta-analysis of neuroimaging studies

Deep neural networks currently provide the most advanced and accurate machine learning models to distinguish between structural MRI scans of subjects with Alzheimer’s disease and healthy controls. Unfortunately, the subtle brain alterations captured by these models are difficult to interpret because...

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التفاصيل البيبلوغرافية

الحاوية / القاعدة:	NeuroImage
المؤلفون الرئيسيون:	Di Wang, Nicolas Honnorat, Peter T. Fox, Kerstin Ritter, Simon B. Eickhoff, Sudha Seshadri, Mohamad Habes
التنسيق:	مقال
اللغة:	الإنجليزية
منشور في:	Elsevier 2023-04-01
الموضوعات:	Deep learning Alzheimer’s disease MRI Explainable AI Neuroimaging
الوصول للمادة أونلاين:	http://www.sciencedirect.com/science/article/pii/S1053811923000770