Neurostructural subgroup in 4291 individuals with schizophrenia identified using the subtype and stage inference algorithm

Machine learning can be used to define subtypes of psychiatric conditions based on shared biological foundations of mental disorders. Here we analyzed cross-sectional brain images from 4,222 individuals with schizophrenia and 7038 healthy subjects pooled across 41 international cohorts from the ENIG...

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Veröffentlicht in:	Nature communications Jg. 15; H. 1; S. 5996 - 15
Hauptverfasser:	Jiang, Yuchao, Luo, Cheng, Wang, Jijun, Palaniyappan, Lena, Chang, Xiao, Xiang, Shitong, Zhang, Jie, Duan, Mingjun, Huang, Huan, Gaser, Christian, Nemoto, Kiyotaka, Miura, Kenichiro, Hashimoto, Ryota, Westlye, Lars T., Richard, Genevieve, Fernandez-Cabello, Sara, Parker, Nadine, Andreassen, Ole A., Kircher, Tilo, Nenadić, Igor, Stein, Frederike, Thomas-Odenthal, Florian, Teutenberg, Lea, Usemann, Paula, Dannlowski, Udo, Hahn, Tim, Grotegerd, Dominik, Meinert, Susanne, Tang, Yingying, Zhang, Tianhong, Li, Chunbo, Yue, Weihua, Zhang, Yuyanan, Yu, Xin, Zhou, Enpeng, Lin, Ching-Po, Tsai, Shih-Jen, Rodrigue, Amanda L., Glahn, David, Pearlson, Godfrey, Blangero, John, Karuk, Andriana, Salvador, Raymond, Fuentes-Claramonte, Paola, Spalletta, Gianfranco, Piras, Fabrizio, Vecchio, Daniela, Banaj, Nerisa, Cheng, Jingliang, Liu, Zhening, Yang, Jie, Gonul, Ali Saffet, Uslu, Ozgul, Burhanoglu, Birce Begum, Uyar Demir, Aslihan, Rootes-Murdy, Kelly, Calhoun, Vince D., Sim, Kang, Green, Melissa, Quidé, Yann, Chung, Young Chul, Kim, Woo-Sung, Sponheim, Scott R., Demro, Caroline, Ramsay, Ian S., Iasevoli, Felice, de Bartolomeis, Andrea, Barone, Annarita, Ciccarelli, Mariateresa, Brunetti, Arturo, Cocozza, Sirio, Pontillo, Giuseppe, Tranfa, Mario, Park, Min Tae M., Kirschner, Matthias, Georgiadis, Foivos, Kaiser, Stefan, Van Rheenen, Tamsyn E., Rossell, Susan L., Hughes, Matthew, Carruthers, Sean P., Sumner, Philip, Ringin, Elysha, Spaniel, Filip, Skoch, Antonin, Tomecek, David, Homan, Philipp, Omlor, Wolfgang, Cecere, Giacomo, Nguyen, Dana D., Preda, Adrian, Thomopoulos, Sophia I., Jahanshad, Neda, Cui, Long-Biao, Yao, Dezhong, Thompson, Paul M., Turner, Jessica A., van Erp, Theo G. M., Cheng, Wei, Feng, Jianfeng
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	London Nature Publishing Group UK 17.07.2024 Nature Publishing Group Nature Portfolio
Schlagworte:	692/53/2421 692/699/476/1799 Adult Algorithms Brain - diagnostic imaging Brain - pathology Cross-Sectional Studies Europe Female Gray Matter - diagnostic imaging Gray Matter - pathology Hippocampus - diagnostic imaging Hippocampus - pathology Humanities and Social Sciences Humans Inference Learning algorithms Machine Learning Magnetic Resonance Imaging Male Mental disorders Middle Aged multidisciplinary Neostriatum Neuroimaging North America Reproducibility Reproducibility of Results Schizophrenia Schizophrenia - diagnostic imaging Schizophrenia - pathology Science Science (multidisciplinary) Subgroups Substantia grisea Taxonomy North America Europe
ISSN:	2041-1723, 2041-1723
Online-Zugang:	Volltext
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