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Development and validation of an interpretable deep learning framework for Alzheimer’s disease classification
Qiu, Shangran, Joshi, Prajakta S, Miller, Matthew I, Xue, Chonghua, Zhou, Xiao, Karjadi, Cody, Chang, Gary H, Joshi, Anant S, Dwyer, Brigid, Zhu, Shuhan, Kaku, Michelle, Zhou, Yan, Alderazi, Yazan J, Swaminathan, Arun, Kedar, Sachin, Saint-Hilaire, Marie-Helene, Auerbach, Sanford H, Yuan, Jing, Sartor, E Alton, Au, Rhoda, Kolachalama, Vijaya B
Published in Brain (London, England : 1878) (01.06.2020)
Published in Brain (London, England : 1878) (01.06.2020)
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Brain structure ages—A new biomarker for multi‐disease classification
Nguyen, Huy‐Dung, Clément, Michaël, Mansencal, Boris, Coupé, Pierrick
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Published in Human brain mapping (01.01.2024)
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Using Autoantibodies and Cutaneous Subset to Develop Outcome‐Based Disease Classification in Systemic Sclerosis
Nihtyanova, Svetlana I., Sari, Alper, Harvey, Jennifer C., Leslie, Anna, Derrett‐Smith, Emma C., Fonseca, Carmen, Ong, Voon H., Denton, Christopher P.
Published in Arthritis & rheumatology (Hoboken, N.J.) (01.03.2020)
Published in Arthritis & rheumatology (Hoboken, N.J.) (01.03.2020)
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Convolutional neural network based Alzheimer’s disease classification from magnetic resonance brain images
Jain, Rachna, Jain, Nikita, Aggarwal, Akshay, Hemanth, D. Jude
Published in Cognitive systems research (01.10.2019)
Published in Cognitive systems research (01.10.2019)
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A comparative analysis of speech signal processing algorithms for Parkinson’s disease classification and the use of the tunable Q-factor wavelet transform
Sakar, C. Okan, Serbes, Gorkem, Gunduz, Aysegul, Tunc, Hunkar C., Nizam, Hatice, Sakar, Betul Erdogdu, Tutuncu, Melih, Aydin, Tarkan, Isenkul, M. Erdem, Apaydin, Hulya
Published in Applied soft computing (01.01.2019)
Published in Applied soft computing (01.01.2019)
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Computational methods of EEG signals analysis for Alzheimer’s disease classification
Vicchietti, Mário L., Ramos, Fernando M., Betting, Luiz E., Campanharo, Andriana S. L. O.
Published in Scientific reports (20.05.2023)
Published in Scientific reports (20.05.2023)
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Data preprocessing for heart disease classification: A systematic literature review
Benhar, H., Idri, A., Fernández-Alemán, J.L.
Published in Computer methods and programs in biomedicine (01.10.2020)
Published in Computer methods and programs in biomedicine (01.10.2020)
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Distance-weighted Sinkhorn loss for Alzheimer’s disease classification
Wang, Zexuan, Zhan, Qipeng, Tong, Boning, Yang, Shu, Hou, Bojian, Huang, Heng, Saykin, Andrew J., Thompson, Paul M., Davatzikos, Christos, Shen, Li
Published in iScience (15.03.2024)
Published in iScience (15.03.2024)
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Locally linear embedding (LLE) for MRI based Alzheimer's disease classification
Liu, Xin, Tosun, Duygu, Weiner, Michael W., Schuff, Norbert
Published in NeuroImage (Orlando, Fla.) (01.12.2013)
Published in NeuroImage (Orlando, Fla.) (01.12.2013)
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Deep‐Learning‐Based Disease Classification in Patients Undergoing Cine Cardiac MRI
Jacob, Athira J., Chitiboi, Teodora, Schoepf, U. Joseph, Sharma, Puneet, Aldinger, Jonathan, Baker, Charles, Lautenschlager, Carla, Emrich, Tilman, Varga‐Szemes, Akos
Published in Journal of magnetic resonance imaging (01.04.2025)
Published in Journal of magnetic resonance imaging (01.04.2025)
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Graph Convolutional Neural Networks For Alzheimer's Disease Classification
Song, Tzu-An, Chowdhury, Samadrita Roy, Yang, Fan, Jacobs, Heidi, Fakhri, Georges El, Li, Quanzheng, Johnson, Keith, Dutta, Joyita
Published in Proceedings (International Symposium on Biomedical Imaging) (01.04.2019)
Published in Proceedings (International Symposium on Biomedical Imaging) (01.04.2019)
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An automatic non-invasive method for Parkinson's disease classification
Joshi, Deepak, Khajuria, Aayushi, Joshi, Pradeep
Published in Computer methods and programs in biomedicine (01.07.2017)
Published in Computer methods and programs in biomedicine (01.07.2017)
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Parkinson's disease classification using gait analysis via deterministic learning
Zeng, Wei, Liu, Fenglin, Wang, Qinghui, Wang, Ying, Ma, Limin, Zhang, Yu
Published in Neuroscience letters (28.10.2016)
Published in Neuroscience letters (28.10.2016)
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Reducing variations in multi-center Alzheimer’s disease classification with convolutional adversarial autoencoder
Cobbinah, Bernard M., Sorg, Christian, Yang, Qinli, Ternblom, Arvid, Zheng, Changgang, Han, Wei, Che, Liwei, Shao, Junming
Published in Medical image analysis (01.11.2022)
Published in Medical image analysis (01.11.2022)
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Impact of Chronic Kidney Disease Classification on New-Onset Atrial Fibrillation in the General Population ― The TAMA MED Project-AF and CKD
Kodani, Eitaro, Kaneko, Tomohiro, Fujii, Hitomi, Nakamura, Hiroyuki, Sasabe, Hajime, Tamura, Yutaka, Shimizu, Wataru
Published in Circulation Journal (25.09.2020)
Published in Circulation Journal (25.09.2020)
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