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Publication Detail
Improving 3D convolutional neural network comprehensibility via interactive visualization of relevance maps: evaluation in Alzheimer's disease
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Publication Type:Journal article
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Publication Sub Type:Article
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Authors:Dyrba M, Hanzig M, Altenstein S, Bader S, Ballarini T, Brosseron F, Buerger K, Cantre D, Dechent P, Dobisch L, Duezel E, Ewers M, Fliessbach K, Glanz W, Haynes J-D, Heneka MT, Janowitz D, Keles DB, Kilimann I, Laske C, Maier F, Metzger CD, Munk MH, Perneczky R, Peters O, Preis L, Priller J, Rauchmann B, Roy N, Scheffler K, Schneider A, Schott BH, Spottke A, Spruth EJ, Weber M-A, Ertl-Wagner B, Wagner M, Wiltfang J, Jessen F, Teipel SJ
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Publisher:BMC
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Publication date:23/11/2021
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Journal:ALZHEIMERS RESEARCH & THERAPY
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Volume:13
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Issue:1
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Article number:ARTN 191
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Status:Published
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Language:English
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Keywords:Science & Technology, Life Sciences & Biomedicine, Clinical Neurology, Neurosciences, Neurosciences & Neurology, Alzheimer's disease, Deep learning, Convolutional neural network, MRI, Layer-wise relevance propagation, ATROPHY
Abstract
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