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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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Journal Article
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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Journal Article
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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Journal Article
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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Journal Article
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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Journal Article
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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Journal Article
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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Journal Article
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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Journal Article
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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Journal Article
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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Journal Article
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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Journal Article
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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Journal Article
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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Journal Article
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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Journal Article
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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Journal Article
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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Journal Article
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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Journal Article
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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Journal Article