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    A deep learning algorithm for white matter hyperintensity lesion detection and segmentation
                                      
                                            Zhang, Yajing,                              Duan, Yunyun,                              Wang, Xiaoyang,                              Zhuo, Zhizheng,                              Haller, Sven,                              Barkhof, Frederik,                              Liu, Yaou                              
Published in Neuroradiology (01.04.2022)
                   
      
      
                                                  Published in Neuroradiology (01.04.2022)
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          Identifying multiple sclerosis subtypes using unsupervised machine learning and MRI data
                                      
                                            Eshaghi, Arman,                              Young, Alexandra L.,                              Wijeratne, Peter A.,                              Prados, Ferran,                              Arnold, Douglas L.,                              Narayanan, Sridar,                              Guttmann, Charles R. G.,                              Barkhof, Frederik,                              Alexander, Daniel C.,                              Thompson, Alan J.,                              Chard, Declan,                              Ciccarelli, Olga                              
Published in Nature communications (06.04.2021)
                   
      
      
                                                  Published in Nature communications (06.04.2021)
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          Machine learning for refining interpretation of magnetic resonance imaging scans in the management of multiple sclerosis: a narrative review
                                      
                                            Szekely-Kohn, Adam C.,                              Castellani, Marco,                              Espino, Daniel M.,                              Baronti, Luca,                              Ahmed, Zubair,                              Manifold, William G. K.,                              Douglas, Michael                              
Published in Royal Society open science (01.01.2025)
                   
      
      
                                                  Published in Royal Society open science (01.01.2025)
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          Alzheimer’s disease diagnosis from diffusion tensor images using convolutional neural networks
                                      
                                            Marzban, Eman N.,                              Eldeib, Ayman M.,                              Yassine, Inas A.,                              Kadah, Yasser M.                              
Published in PloS one (24.03.2020)
                   
      
      
                                                  Published in PloS one (24.03.2020)
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          Application of a Machine Learning Algorithm for Structural Brain Images in Chronic Schizophrenia to Earlier Clinical Stages of Psychosis and Autism Spectrum Disorder: A Multiprotocol Imaging Dataset Study
                                      
                                            Zhu, Yinghan,                              Nakatani, Hironori,                              Yassin, Walid,                              Maikusa, Norihide,                              Okada, Naohiro,                              Kunimatsu, Akira,                              Abe, Osamu,                              Kuwabara, Hitoshi,                              Yamasue, Hidenori,                              Kasai, Kiyoto,                              Okanoya, Kazuo,                              Koike, Shinsuke                              
Published in Schizophrenia bulletin (07.05.2022)
                   
      
      
                                                  Published in Schizophrenia bulletin (07.05.2022)
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          Using high-dimensional machine learning methods to estimate an anatomical risk factor for Alzheimer's disease across imaging databases
                                      
                                            Casanova, Ramon,                              Barnard, Ryan T.,                              Gaussoin, Sarah A.,                              Saldana, Santiago,                              Hayden, Kathleen M.,                              Manson, JoAnn E.,                              Wallace, Robert B.,                              Rapp, Stephen R.,                              Resnick, Susan M.,                              Espeland, Mark A.,                              Chen, Jiu-Chiuan                              
Published in NeuroImage (Orlando, Fla.) (01.12.2018)
                   
      
      
                                                  Published in NeuroImage (Orlando, Fla.) (01.12.2018)
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          Identification and validation of an explainable machine learning model for vascular depression diagnosis in the older adults: a multicenter cohort study
                                      
                                            Zhang, Ran,                              Li, Tian,                              Fan, Fan,                              He, Haoying,                              Lan, Liuyi,                              Sun, Dong,                              Xu, Zhipeng,                              Peng, Sisi,                              Cao, Jing,                              Xu, Juan,                              Peng, Xiaoxiang,                              Lei, Ming,                              Song, Hao,                              Zhang, Junjian                              
Published in BMC medicine (31.07.2025)
                   
      
      
                                                  Published in BMC medicine (31.07.2025)
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          Machine-learning based MRI radiomics models for early detection of radiation-induced brain injury in nasopharyngeal carcinoma
                                      
                                            Zhang, Bin,                              Lian, Zhouyang,                              Zhong, Liming,                              Zhang, Xiao,                              Dong, Yuhao,                              Chen, Qiuying,                              Zhang, Lu,                              Mo, Xiaokai,                              Huang, Wenhui,                              Yang, Wei,                              Zhang, Shuixing                              
Published in BMC cancer (01.06.2020)
                   
      
      
                                                  Published in BMC cancer (01.06.2020)
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          Wilson disease tissue classification and characterization using seven artificial intelligence models embedded with 3D optimization paradigm on a weak training brain magnetic resonance imaging datasets: a supercomputer application
                                      
                                            Agarwal, Mohit,                              Saba, Luca,                              Gupta, Suneet K.,                              Johri, Amer M.,                              Khanna, Narendra N.,                              Mavrogeni, Sophie,                              Laird, John R.,                              Pareek, Gyan,                              Miner, Martin,                              Sfikakis, Petros P.,                              Protogerou, Athanasios,                              Sharma, Aditya M.,                              Viswanathan, Vijay,                              Kitas, George D.,                              Nicolaides, Andrew,                              Suri, Jasjit S.                              
Published in Medical & biological engineering & computing (01.03.2021)
                   
      
      
                                                  Published in Medical & biological engineering & computing (01.03.2021)
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          ISUP Grade Prediction of Prostate Nodules on T2WI Acquisitions Using Clinical Features, Textural Parameters and Machine Learning-Based Algorithms
                                      
                                            Telecan, Teodora,                              Chiorean, Alexandra,                              Sipos-Lascu, Roxana,                              Caraiani, Cosmin,                              Boca, Bianca,                              Hendea, Raluca Maria,                              Buliga, Teodor,                              Andras, Iulia,                              Crisan, Nicolae,                              Lupsor-Platon, Monica                              
Published in Cancers (18.06.2025)
                   
      
      
                                                  Published in Cancers (18.06.2025)
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          Identification and individualized prediction of clinical phenotypes in bipolar disorders using neurocognitive data, neuroimaging scans and machine learning
                                      
                                            Wu, Mon-Ju,                              Mwangi, Benson,                              Bauer, Isabelle E.,                              Passos, Ives C.,                              Sanches, Marsal,                              Zunta-Soares, Giovana B.,                              Meyer, Thomas D.,                              Hasan, Khader M.,                              Soares, Jair C.                              
Published in NeuroImage (Orlando, Fla.) (15.01.2017)
                   
      
      
                                                  Published in NeuroImage (Orlando, Fla.) (15.01.2017)
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          Machine Learning Models for Diagnosis of Parkinson’s Disease Using Multiple Structural Magnetic Resonance Imaging Features
                                      
                                            Ya, Yang,                              Ji, Lirong,                              Jia, Yujing,                              Zou, Nan,                              Jiang, Zhen,                              Yin, Hongkun,                              Mao, Chengjie,                              Luo, Weifeng,                              Wang, Erlei,                              Fan, Guohua                              
Published in Frontiers in aging neuroscience (13.04.2022)
                   
      
      
                                                  Published in Frontiers in aging neuroscience (13.04.2022)
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          Machine Learning and Multiparametric Brain MRI to Differentiate Hereditary Diffuse Leukodystrophy with Spheroids from Multiple Sclerosis
                                      
                                            Mangeat, Gabriel,                              Ouellette, Russell,                              Wabartha, Maxime,                              De Leener, Benjamin,                              Plattén, Michael,                              Danylaité Karrenbauer, Virginija,                              Warntjes, Marcel,                              Stikov, Nikola,                              Mainero, Caterina,                              Cohen‐Adad, Julien,                              Granberg, Tobias                              
Published in Journal of neuroimaging (01.09.2020)
                   
      
      
                                                  Published in Journal of neuroimaging (01.09.2020)
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          Differentiating Parkinson's disease motor subtypes using automated volume‐based morphometry incorporating white matter and deep gray nuclear lesion load
                                      
                                            Fang, Eric,                              Ann, Chu Ning,                              Maréchal, Bénédicte,                              Lim, Jie Xin,                              Tan, Shawn Yan Zhi,                              Li, Huihua,                              Gan, Julian,                              Tan, Eng King,                              Chan, Ling Ling                              
Published in Journal of magnetic resonance imaging (01.03.2020)
                   
      
      
                                                  Published in Journal of magnetic resonance imaging (01.03.2020)
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          Novel Approaches for the Early Detection of Glaucoma Using Artificial Intelligence
                                      
                                            Zeppieri, Marco,                              Gardini, Lorenzo,                              Culiersi, Carola,                              Fontana, Luigi,                              Musa, Mutali,                              D’Esposito, Fabiana,                              Surico, Pier Luigi,                              Gagliano, Caterina,                              Sorrentino, Francesco Saverio                              
Published in Life (Basel, Switzerland) (01.11.2024)
                   
      
      
                                                  Published in Life (Basel, Switzerland) (01.11.2024)
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          Multimodal Discrimination of Schizophrenia Using Hybrid Weighted Feature Concatenation of Brain Functional Connectivity and Anatomical Features with an Extreme Learning Machine
                                      
                                            Qureshi, Muhammad Naveed Iqbal,                              Oh, Jooyoung,                              Cho, Dongrae,                              Jo, Hang Joon,                              Lee, Boreom                              
Published in Frontiers in neuroinformatics (08.09.2017)
                   
      
      
                                                  Published in Frontiers in neuroinformatics (08.09.2017)
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          An Integrative Nomogram for Identifying Early-Stage Parkinson's Disease Using Non-motor Symptoms and White Matter-Based Radiomics Biomarkers From Whole-Brain MRI
                                      
                                            Shu, Zhenyu,                              Pang, Peipei,                              Wu, Xiao,                              Cui, Sijia,                              Xu, Yuyun,                              Zhang, Minming                              
Published in Frontiers in aging neuroscience (17.12.2020)
                   
      
      
                                                  Published in Frontiers in aging neuroscience (17.12.2020)
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          Explainable artificial intelligence-based prediction of poor neurological outcome from head computed tomography in the immediate post-resuscitation phase
                                      
                                            Kawai, Yasuyuki,                              Kogeichi, Yohei,                              Yamamoto, Koji,                              Miyazaki, Keita,                              Asai, Hideki,                              Fukushima, Hidetada                              
Published in Scientific Reports (08.04.2023)
                   
      
      
                                                  Published in Scientific Reports (08.04.2023)
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