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Differential Diagnosis of Frontotemporal Dementia, Alzheimer's Disease, and Normal Aging Using a Multi-Scale Multi-Type Feature Generative Adversarial Deep Neural Network on Structural Magnetic Resonance Images

Methods: Alzheimer's disease and Frontotemporal dementia are the first and third most common forms of dementia. Due to their similar clinical symptoms, they are easily misdiagnosed as each other even with sophisticated clinical guidelines. For disease-specific intervention and treatment, it is...

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Bibliographische Detailangaben
Veröffentlicht in:Front Neurosci
Hauptverfasser: Ma, Da, Lu, Donghuan, Popuri, Karteek, Wang, Lei, Beg, Mirza Faisal
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2020
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7643018/
https://ncbi.nlm.nih.gov/pubmed/33192235
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2020.00853
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