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For: Amoroso N, Rocca M, Bellotti R, Fanizzi A, Monaco A, Tangaro S; Alzheimer’s Disease Neuroimaging Initiative. Alzheimer's disease diagnosis based on the Hippocampal Unified Multi-Atlas Network (HUMAN) algorithm. Biomed Eng Online 2018;17:6. [PMID: 29357893 DOI: 10.1186/s12938-018-0439-y] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2017] [Accepted: 01/10/2018] [Indexed: 12/23/2022]  Open
Number Cited by Other Article(s)
1
Wu Q, Huang C, Zhang J, Zhang Z, Zhu X. Artificial Intelligence-Assisted Hippocampal Segmentation and Its Diagnostic Value for Alzheimer's Disease: A Meta-analysis. Acad Radiol 2025:S1076-6332(25)00389-7. [PMID: 40340118 DOI: 10.1016/j.acra.2025.04.038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2025] [Revised: 04/12/2025] [Accepted: 04/14/2025] [Indexed: 05/10/2025]
2
Zayed N, Eldeep G, Yassine IA. Classification method based on surf and sift features for alzheimer diagnosis using diffusion tensor magnetic resonance imaging. Sci Rep 2025;15:9782. [PMID: 40118994 PMCID: PMC11928662 DOI: 10.1038/s41598-025-92759-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Accepted: 03/03/2025] [Indexed: 03/24/2025]  Open
3
Morsy SE, Zayed N, Yassine IA. Hierarchical based classification method based on fusion of Gaussian map descriptors for Alzheimer diagnosis using T1-weighted magnetic resonance imaging. Sci Rep 2023;13:13734. [PMID: 37612307 PMCID: PMC10447428 DOI: 10.1038/s41598-023-40635-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 08/14/2023] [Indexed: 08/25/2023]  Open
4
Sarica A, Quattrone A, Quattrone A. Explainable machine learning with pairwise interactions for the classification of Parkinson's disease and SWEDD from clinical and imaging features. Brain Imaging Behav 2022;16:2188-2198. [PMID: 35614327 PMCID: PMC9132761 DOI: 10.1007/s11682-022-00688-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/09/2022] [Indexed: 12/11/2022]
5
Leong YS, Hasikin K, Lai KW, Mohd Zain N, Azizan MM. Microcalcification Discrimination in Mammography Using Deep Convolutional Neural Network: Towards Rapid and Early Breast Cancer Diagnosis. Front Public Health 2022;10:875305. [PMID: 35570962 PMCID: PMC9096221 DOI: 10.3389/fpubh.2022.875305] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Accepted: 04/04/2022] [Indexed: 11/30/2022]  Open
6
Li R, Wang X, Lawler K, Garg S, Bai Q, Alty J. Applications of artificial intelligence to aid early detection of dementia: A scoping review on current capabilities and future directions. J Biomed Inform 2022;127:104030. [PMID: 35183766 DOI: 10.1016/j.jbi.2022.104030] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 01/21/2022] [Accepted: 02/12/2022] [Indexed: 12/17/2022]
7
Zhu Q, Wang Y, Zhuo C, Xu Q, Yao Y, Liu Z, Li Y, Sun Z, Wang J, Lv M, Wu Q, Wang D. Classification of Alzheimer’s Disease Based on Abnormal Hippocampal Functional Connectivity and Machine Learning. Front Aging Neurosci 2022;14:754334. [PMID: 35273489 PMCID: PMC8902140 DOI: 10.3389/fnagi.2022.754334] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 01/12/2022] [Indexed: 01/29/2023]  Open
8
La Rocca M, Garner R, Amoroso N, Lutkenhoff ES, Monti MM, Vespa P, Toga AW, Duncan D. Multiplex Networks to Characterize Seizure Development in Traumatic Brain Injury Patients. Front Neurosci 2020;14:591662. [PMID: 33328863 PMCID: PMC7734183 DOI: 10.3389/fnins.2020.591662] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Accepted: 11/09/2020] [Indexed: 01/11/2023]  Open
9
Hallab A, Lange C, Apostolova I, Özden C, Gonzalez-Escamilla G, Klutmann S, Brenner W, Grothe MJ, Buchert R. Impairment of Everyday Spatial Navigation Abilities in Mild Cognitive Impairment Is Weakly Associated with Reduced Grey Matter Volume in the Medial Part of the Entorhinal Cortex. J Alzheimers Dis 2020;78:1149-1159. [PMID: 33104026 DOI: 10.3233/jad-200520] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
10
Liu M, Li F, Yan H, Wang K, Ma Y, Shen L, Xu M. A multi-model deep convolutional neural network for automatic hippocampus segmentation and classification in Alzheimer's disease. Neuroimage 2019;208:116459. [PMID: 31837471 DOI: 10.1016/j.neuroimage.2019.116459] [Citation(s) in RCA: 219] [Impact Index Per Article: 36.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Revised: 12/09/2019] [Accepted: 12/10/2019] [Indexed: 01/22/2023]  Open
11
Li F, Liu M. A hybrid Convolutional and Recurrent Neural Network for Hippocampus Analysis in Alzheimer's Disease. J Neurosci Methods 2019;323:108-118. [DOI: 10.1016/j.jneumeth.2019.05.006] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 04/22/2019] [Accepted: 05/15/2019] [Indexed: 01/29/2023]
12
Sakai K, Yamada K. Machine learning studies on major brain diseases: 5-year trends of 2014–2018. Jpn J Radiol 2018;37:34-72. [DOI: 10.1007/s11604-018-0794-4] [Citation(s) in RCA: 73] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2018] [Accepted: 11/14/2018] [Indexed: 12/17/2022]
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