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Using structural MRI to identify bipolar disorders – 13 site machine learning study in 3020 individuals from the ENIGMA Bipolar Disorders Working Group
Nunes, Abraham, Schnack, Hugo G., Ching, Christopher R. K., Agartz, Ingrid, Akudjedu, Theophilus N., Alda, Martin, Alnæs, Dag, Alonso-Lana, Silvia, Bauer, Jochen, Baune, Bernhard T., Bøen, Erlend, Bonnin, Caterina del Mar, Busatto, Geraldo F., Canales-Rodríguez, Erick J., Cannon, Dara M., Caseras, Xavier, Chaim-Avancini, Tiffany M., Dannlowski, Udo, Díaz-Zuluaga, Ana M., Dietsche, Bruno, Doan, Nhat Trung, Duchesnay, Edouard, Elvsåshagen, Torbjørn, Emden, Daniel, Eyler, Lisa T., Fatjó-Vilas, Mar, Favre, Pauline, Foley, Sonya F., Fullerton, Janice M., Glahn, David C., Goikolea, Jose M., Grotegerd, Dominik, Hahn, Tim, Henry, Chantal, Hibar, Derrek P., Houenou, Josselin, Howells, Fleur M., Jahanshad, Neda, Kaufmann, Tobias, Kenney, Joanne, Kircher, Tilo T. J., Krug, Axel, Lagerberg, Trine V., Lenroot, Rhoshel K., López-Jaramillo, Carlos, Machado-Vieira, Rodrigo, Malt, Ulrik F., McDonald, Colm, Mitchell, Philip B., Mwangi, Benson, Nabulsi, Leila, Opel, Nils, Overs, Bronwyn J., Pineda-Zapata, Julian A., Pomarol-Clotet, Edith, Redlich, Ronny, Roberts, Gloria, Rosa, Pedro G., Salvador, Raymond, Satterthwaite, Theodore D., Soares, Jair C., Stein, Dan J., Temmingh, Henk S., Trappenberg, Thomas, Uhlmann, Anne, van Haren, Neeltje E. M., Vieta, Eduard, Westlye, Lars T., Wolf, Daniel H., Yüksel, Dilara, Zanetti, Marcus V., Andreassen, Ole A., Thompson, Paul M., Hajek, Tomas
Published in Molecular psychiatry (01.09.2020)
Published in Molecular psychiatry (01.09.2020)
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Journal Article
Learning white matter subject‐specific segmentation from structural MRI
Yang, Qi, Hansen, Colin B., Cai, Leon Y., Rheault, Francois, Lee, Ho Hin, Bao, Shunxing, Chandio, Bramsh Qamar, Williams, Owen, Resnick, Susan M., Garyfallidis, Eleftherios, Anderson, Adam W., Descoteaux, Maxime, Schilling, Kurt G., Landman, Bennett A.
Published in Medical physics (Lancaster) (01.04.2022)
Published in Medical physics (Lancaster) (01.04.2022)
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Journal Article
Hierarchical Fully Convolutional Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI
Lian, Chunfeng, Liu, Mingxia, Zhang, Jun, Shen, Dinggang
Published in IEEE transactions on pattern analysis and machine intelligence (01.04.2020)
Published in IEEE transactions on pattern analysis and machine intelligence (01.04.2020)
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Journal Article
Education increases reserve against Alzheimer’s disease—evidence from structural MRI analysis
Liu, Yawu, Julkunen, Valtteri, Paajanen, Teemu, Westman, Eric, Wahlund, Lars-Olof, Aitken, Andrew, Sobow, Tomasz, Mecocci, Patrizia, Tsolaki, Magda, Vellas, Bruno, Muehlboeck, Sebastian, Spenger, Christian, Lovestone, Simon, Simmons, Andrew, Soininen, Hilkka
Published in Neuroradiology (01.09.2012)
Published in Neuroradiology (01.09.2012)
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Journal Article
[18F]FDG PET integrated with structural MRI for accurate brain age prediction
Xue, Le, Fu, Yu, Gao, Xin, Feng, Gang, Qian, Shufang, Wei, Ling, Li, Lanlan, Zhuo, Cheng, Zhang, Hong, Tian, Mei
Published in European journal of nuclear medicine and molecular imaging (01.10.2024)
Published in European journal of nuclear medicine and molecular imaging (01.10.2024)
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Journal Article
An Explainable 3D Residual Self-Attention Deep Neural Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI
Zhang, Xin, Han, Liangxiu, Zhu, Wenyong, Sun, Liang, Zhang, Daoqiang
Published in IEEE journal of biomedical and health informatics (01.11.2022)
Published in IEEE journal of biomedical and health informatics (01.11.2022)
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Journal Article
OP0303 CLEAR DIFFERENCES IN STRUCTURAL MRI LESIONS BETWEEN AXIAL SPONDYLOARTHRITIS PATIENTS AND PATIENTS WITH CHRONIC BACK PAIN, WOMEN WITH POSTPARTUM BACK PAIN, RUNNERS AND HEALTHY SUBJECTS
De Hooge, M., Kerami, Z., Van de Sande, M. G. H., Van der Heijde, D., Fagerli, K. M., Ramonda, R., Weel-Koenders, A. E. A. M., Landewé, R.
Published in Annals of the rheumatic diseases (01.06.2024)
Published in Annals of the rheumatic diseases (01.06.2024)
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Journal Article
Brain signatures based on structural MRI: Classification for MCI, PMCI, and AD
Gonuguntla, Venkateswarlu, Yang, Ehwa, Guan, Yi, Koo, Bang‐Bon, Kim, Jae‐Hun
Published in Human brain mapping (15.06.2022)
Published in Human brain mapping (15.06.2022)
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Journal Article
Can structural MRI aid in clinical classification? A machine learning study in two independent samples of patients with schizophrenia, bipolar disorder and healthy subjects
Schnack, Hugo G., Nieuwenhuis, Mireille, van Haren, Neeltje E.M., Abramovic, Lucija, Scheewe, Thomas W., Brouwer, Rachel M., Hulshoff Pol, Hilleke E., Kahn, René S.
Published in NeuroImage (Orlando, Fla.) (01.01.2014)
Published in NeuroImage (Orlando, Fla.) (01.01.2014)
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Journal Article
Identifying Schizophrenia Using Structural MRI With a Deep Learning Algorithm
Oh, Jihoon, Oh, Baek-Lok, Lee, Kyong-Uk, Chae, Jeong-Ho, Yun, Kyongsik
Published in Frontiers in psychiatry (03.02.2020)
Published in Frontiers in psychiatry (03.02.2020)
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Journal Article
Predicting Brain Age of Healthy Adults Based on Structural MRI Parcellation Using Convolutional Neural Networks
Jiang, Huiting, Lu, Na, Chen, Kewei, Yao, Li, Li, Ke, Zhang, Jiacai, Guo, Xiaojuan
Published in Frontiers in neurology (08.01.2020)
Published in Frontiers in neurology (08.01.2020)
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Journal Article
Gray Matter Changes in Late Life Depression—a Structural MRI Analysis
Andreescu, Carmen, Butters, Meryl A, Begley, Amy, Rajji, Tarek, Wu, Minjie, Meltzer, Carolyn C, Reynolds, Charles F, Aizenstein, Howard
Published in Neuropsychopharmacology (New York, N.Y.) (01.10.2008)
Published in Neuropsychopharmacology (New York, N.Y.) (01.10.2008)
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Journal Article
Multi-Template Meta-Information Regularized Network for Alzheimer's Disease Diagnosis Using Structural MRI
Han, Kangfu, Li, Gang, Fang, Zhiwen, Yang, Feng
Published in IEEE transactions on medical imaging (01.05.2024)
Published in IEEE transactions on medical imaging (01.05.2024)
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Journal Article
Support vector machine-based classification of first episode drug-naïve schizophrenia patients and healthy controls using structural MRI
Xiao, Yuan, Yan, Zhihan, Zhao, Youjin, Tao, Bo, Sun, Huaiqiang, Li, Fei, Yao, Li, Zhang, Wenjing, Chandan, Shah, Liu, Jieke, Gong, Qiyong, Sweeney, John A., Lui, Su
Published in Schizophrenia research (01.12.2019)
Published in Schizophrenia research (01.12.2019)
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Journal Article
Multi-relation graph convolutional network for Alzheimer’s disease diagnosis using structural MRI
Zhang, Jin, He, Xiaohai, Qing, Linbo, Chen, Xiang, Liu, Yan, Chen, Honggang
Published in Knowledge-based systems (21.06.2023)
Published in Knowledge-based systems (21.06.2023)
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Journal Article