Machine learning for brain age prediction: Introduction to methods and clinical applications by Lea Baecker, Rafael Garcia-Dias, Sandra Vieira, Cristina Scarpazza, Andrea Mechelli

Subjects: “…brain age…”
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Comparative evaluation of interpretation methods in surface-based age prediction for neonates by Xiaotong Wu, Chenxin Xie, Fangxiao Cheng, Zhuoshuo Li, Ruizhuo Li, Duan Xu, Hosung Kim, Jianjia Zhang, Hongsheng Liu, Mengting Liu

Subjects: “…Brain age prediction…”
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Machine Learning and Deep Learning Approaches in Lifespan Brain Age Prediction: A Comprehensive Review by Yutong Wu, Hongjian Gao, Chen Zhang, Xiangge Ma, Xinyu Zhu, Shuicai Wu, Lan Lin

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Individual variations in ‘brain age’ relate to early-life factors more than to longitudinal brain change by Didac Vidal-Pineiro, Yunpeng Wang, Stine K Krogsrud, Inge K Amlien, William FC Baaré, David Bartres-Faz, Lars Bertram, Andreas M Brandmaier, Christian A Drevon, Sandra Düzel, Klaus Ebmeier, Richard N Henson, Carme Junqué, Rogier Andrew Kievit, Simone Kühn, Esten Leonardsen, Ulman Lindenberger, Kathrine S Madsen, Fredrik Magnussen, Athanasia Monika Mowinckel, Lars Nyberg, James M Roe, Barbara Segura, Stephen M Smith, Øystein Sørensen, Sana Suri, Rene Westerhausen, Andrew Zalesky, Enikő Zsoldos, Kristine Beate Walhovd, Anders Fjell

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Predicting the brain age of children with cerebral palsy using a two-dimensional convolutional neural networks prediction model without gray and white matter segmentation by Chun-yu Zhang, Bao-feng Yan, Nurehemaiti Mutalifu, Ya-wei Fu, Jiang Shao, Jun-jie Wu, Qi Guan, Song-hai Biedelehan, Ling-xiao Tong, Xin-ping Luan

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Assessing brain and biological aging trajectories associated with Alzheimer’s disease by Winnie S. Liang, Winnie S. Liang, Laura H. Goetz, Laura H. Goetz, Nicholas J. Schork, Nicholas J. Schork

Subjects: “…brain age…”
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Quantitative assessment of neurodevelopmental maturation: a comprehensive systematic literature review of artificial intelligence-based brain age prediction in pediatric population... by Eric Dragendorf, Eva Bültmann, Dominik Wolff

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Brain age mediates gut microbiome dysbiosis-related cognition in older adults by Sang Joon Son, Dong Yun Lee, Hyun Woong Roh, Maria Ly, Antonija Kolobaric, Howard Aizenstein, Carmen Andreescu, Eldin Jašarević, Tharick A. Pascoal, Pamela C. L Ferreira, Bruna Bellaver, Yong Hyuk Cho, Sunhwa Hong, You Jin Nam, Bumhee Park, Narae Kim, Jin Wook Choi, Jae Youn Cheong, Yoon-Keun Kim, Tae-Seop Shin, Chil-Sung Kang, Cheol-O Kwon, Seo-Yoon Yoon, Chang Hyung Hong, Helmet T. Karim

Subjects: “…Brain age…”
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Analysis of Brain Age Gap across Subject Cohorts and Prediction Model Architectures by Lara Dular, Žiga Špiclin, for the Alzheimer’s Disease Neuroimaging Initiative, the Australian Imaging Biomarkers and Lifestyle Flagship Study of Ageing

Subjects: “…brain age…”
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Human-to-monkey transfer learning identifies the frontal white matter as a key determinant for predicting monkey brain age by Sheng He, Yi Guan, Chia Hsin Cheng, Tara L. Moore, Jennifer I. Luebke, Ronald J. Killiany, Douglas L. Rosene, Bang-Bon Koo, Yangming Ou

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Brain aging in major depressive disorder by L. Han, H. Schnack, R. Brouwer, D. Veltman, N. Van Der Wee, M.-J. Van Tol, M. Aghajani, B. Penninx

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Linking brain maturation and puberty during early adolescence using longitudinal brain age prediction in the ABCD cohort by Madelene C. Holm, Esten H. Leonardsen, Dani Beck, Andreas Dahl, Rikka Kjelkenes, Ann-Marie G. de Lange, Lars T. Westlye

Subjects: “…Brain age…”
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Different effects of cardiometabolic syndrome on brain age in relation to gender and ethnicity by Sung Hoon Kang, Mengting Liu, Gilsoon Park, Sharon Y. Kim, Hyejoo Lee, William Matloff, Lu Zhao, Heejin Yoo, Jun Pyo Kim, Hyemin Jang, Hee Jin Kim, Neda Jahanshad, Kyumgmi Oh, Seong-Beom Koh, Duk L. Na, John Gallacher, Rebecca F. Gottesman, Sang Won Seo, Hosung Kim

Subjects: “…Brain age…”
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Epilepsy is associated with the accelerated aging of brain activity in sleep by Peter N. Hadar, Mike Westmeijer, Mike Westmeijer, Haoqi Sun, Erik-Jan Meulenbrugge, Jin Jing, Luis Paixao, Ryan A. Tesh, Madalena Da Silva Cardoso, Pierrick Arnal, Rhoda Au, Chol Shin, Chol Shin, Soriul Kim, Robert J. Thomas, Sydney S. Cash, M. Brandon Westover

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Biological brain age prediction using machine learning on structural neuroimaging data: Multi-cohort validation against biomarkers of Alzheimer’s disease and neurodegeneration stra... by Irene Cumplido-Mayoral, Marina García-Prat, Grégory Operto, Carles Falcon, Mahnaz Shekari, Raffaele Cacciaglia, Marta Milà-Alomà, Luigi Lorenzini, Silvia Ingala, Alle Meije Wink, Henk JMM Mutsaerts, Carolina Minguillón, Karine Fauria, José Luis Molinuevo, Sven Haller, Gael Chetelat, Adam Waldman, Adam J Schwarz, Frederik Barkhof, Ivonne Suridjan, Gwendlyn Kollmorgen, Anna Bayfield, Henrik Zetterberg, Kaj Blennow, Marc Suárez-Calvet, Verónica Vilaplana, Juan Domingo Gispert, ALFA study, EPAD study, ADNI study, OASIS study

Subjects: “…brain age prediction…”
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Ageing as risk factor for tinnitus and its complex interplay with hearing loss—evidence from online and NHANES data by Lisa Reisinger, Fabian Schmidt, Kaja Benz, Lorenzo Vignali, Sebastian Roesch, Martin Kronbichler, Nathan Weisz

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Predicting Brain Age and Gender from Brain Volume Data Using Variational Quantum Circuits by Yeong-Jae Jeon, Shin-Eui Park, Hyeon-Man Baek

Subjects: “…brain age prediction…”
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Longitudinal accelerated brain age in mild cognitive impairment and Alzheimer’s disease by Maria Ly, Gary Yu, Sang Joon Son, Tharick Pascoal, Tharick Pascoal, Helmet T. Karim, Helmet T. Karim, the Alzheimer’s disease Neuroimaging Initiative

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Biomarkers of ageing: Current state‐of‐art, challenges, and opportunities by Ruiye Chen, Yueye Wang, Shiran Zhang, Gabriella Bulloch, Junyao Zhang, Huan Liao, Xianwen Shang, Malcolm Clark, Qingsheng Peng, Zongyuan Ge, Ching‐Yu Cheng, Yuanxu Gao, Mingguang He, Zhuoting Zhu

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EFFECTS OF BRAIN AGE TO INCREASE COGNITIVE FUNCTION IN ELDERLY by Achdiat Agoes, Retno Lestari, Saifullah Alfaruqi

Subjects: “…Brain Age…”
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