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Generalizability of machine learning for classification of schizophrenia based on resting-state functional MRI data 期刊论文
HUMAN BRAIN MAPPING, 2019, 页码: 13
Authors:  Cai, Xin-Lu;  Xie, Dong-Jie;  Madsen, Kristoffer H.;  Wang, Yong-Ming;  Bogemann, Sophie Alida;  Cheung, Eric F. C.;  Moller, Arne;  Chan, Raymond C. K.
Adobe PDF(1595Kb)  |  Favorite  |  View/Download：7/0  |  Submit date：2019/11/26
generalizability  machine learning  reproducibility  schizophrenia spectrum disorders  
Classification of social anhedonia using temporal and spatial network features from a social cognition fMRI task 期刊论文
HUMAN BRAIN MAPPING, 2019, 页码: 17
Authors:  Krohne, Laerke Gebser;  Wang, Yi;  Hinrich, Jesper L.;  Moerup, Morten;  Chan, Raymond C. K.;  Madsen, Kristoffer H.
Adobe PDF(3477Kb)  |  Favorite  |  View/Download：23/0  |  Submit date：2019/10/25
archetypical analysis  decomposition  functional connectivity  social anhedonia  support vector classification  
Perspectives on Machine Learning for Classification of Schizotypy Using fMRI Data 期刊论文
SCHIZOPHRENIA BULLETIN, 2018, 卷号: 44, 页码: S480-S490
Authors:  Madsen, Kristoffer H.;  Krohne, Laerke G.;  Cai, Xin-lu;  Wang, Yi;  Chan, Raymond C. K.
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functional magnetic resonance imaging  feature extraction  neuroimaging  schizotypy  schi zophrenia spectrum disorder  
Working Memory Modulation of Frontoparietal Network Connectivity in First-Episode Schizophrenia 期刊论文
CEREBRAL CORTEX, 2017, 卷号: 27, 期号: 7, 页码: 3832-3841
Authors:  Nielsen, Jesper Duemose;  Madsen, Kristoffer H.;  Wang, Zheng;  Liu, Zhening;  Friston, Karl J.;  Zhou, Yuan
Adobe PDF(513Kb)  |  Favorite  |  View/Download：74/0  |  Submit date：2017/08/07
dynamic causal modeling  dysconnection hypothesis  functional magnetic resonance imaging  n-back  
Toward discovery science of human brain function 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 卷号: 107, 期号: 10, 页码: 4734-4739
Authors:  Biswal, Bharat B.;  Mennes, Maarten;  Zuo, Xi-Nian;  Gohel, Suril;  Kelly, Clare;  Smith, Steve M.;  Beckmann, Christian F.;  Adelstein, Jonathan S.;  Buckner, Randy L.;  Colcombe, Stan;  Dogonowski, Anne-Marie;  Ernst, Monique;  Fair, Damien;  Hampson, Michelle;  Hoptman, Matthew J.;  Hyde, James S.;  Kiviniemi, Vesa J.;  Kotter, Rolf;  Li, Shi-Jiang;  Lin, Ching-Po;  Lowe, Mark J.;  Mackay, Clare;  Madden, David J.;  Madsen, Kristoffer H.;  Margulies, Daniel S.;  Mayberg, Helen S.;  McMahon, Katie;  Monk, Christopher S.;  Mostofsky, Stewart H.;  Nagel, Bonnie J.;  Pekar, James J.;  Peltier, Scott J.;  Petersen, Steven E.;  Riedl, Valentin;  Rombouts, Serge A. R. B.;  Rypma, Bart;  Schlaggar, Bradley L.;  Schmidt, Sein;  Seidler, Rachael D.;  Siegle, Greg J.;  Sorg, Christian;  Teng, Gao-Jun;  Veijola, Juha;  Villringer, Arno;  Walter, Martin;  Wang, Lihong;  Weng, Xu-Chu;  Whitfield-Gabrieli, Susan;  Williamson, Peter;  Windischberger, Christian;  Zang, Yu-Feng;  Zhang, Hong-Ying;  Castellanos, F. Xavier;  Milham, Michael P.;  Michael P. Milhamb
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database  neuroimaging  open access  reproducibility  resting state