An automated machine learning approach to predict brain age from cortical anatomical measures
Dafflon, Jessica, Pinaya, Walter H. L., Turkheimer, Federico, Cole, James H., Leech, Robert, Harris, Mathew A., Cox, Simon R., Whalley, Heather C., McIntosh, Andrew M., Hellyer, Peter J.
Published in Human brain mapping (01.09.2020)
Published in Human brain mapping (01.09.2020)
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Journal Article
Integrating machining learning and multimodal neuroimaging to detect schizophrenia at the level of the individual
Lei, Du, Pinaya, Walter H. L., Young, Jonathan, Amelsvoort, Therese, Marcelis, Machteld, Donohoe, Gary, Mothersill, David O., Corvin, Aiden, Vieira, Sandra, Huang, Xiaoqi, Lui, Su, Scarpazza, Cristina, Arango, Celso, Bullmore, Ed, Gong, Qiyong, McGuire, Philip, Mechelli, Andrea
Published in Human brain mapping (01.04.2020)
Published in Human brain mapping (01.04.2020)
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Journal Article
Disruption of gray matter morphological networks in patients with paroxysmal kinesigenic dyskinesia
Li, Xiuli, Lei, Du, Niu, Running, Li, Lei, Suo, Xueling, Li, Wenbin, Yang, Chen, Yang, Tianhua, Ren, Jiechuan, Pinaya, Walter H. L., Zhou, Dong, Kemp, Graham J., Gong, Qiyong
Published in Human brain mapping (01.02.2021)
Published in Human brain mapping (01.02.2021)
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Journal Article
In vivo analysis of neuroinflammation in the late chronic phase after experimental stroke
Walter, H.L, Walberer, M, Rueger, M.A, Backes, H, Wiedermann, D, Hoehn, M, Neumaier, B, Graf, R, Fink, G.R, Schroeter, M
Published in Neuroscience (30.04.2015)
Published in Neuroscience (30.04.2015)
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Journal Article
Using graph convolutional network to characterize individuals with major depressive disorder across multiple imaging sites
Qin, Kun, Lei, Du, Pinaya, Walter H.L., Pan, Nanfang, Li, Wenbin, Zhu, Ziyu, Sweeney, John A., Mechelli, Andrea, Gong, Qiyong
Published in EBioMedicine (01.04.2022)
Published in EBioMedicine (01.04.2022)
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Journal Article
P291 Transcranial direct current stimulation modulates neurogenesis and microglia activation in the mouse brain
Pikhovych, A, Stolberg, N.P, Walter, H.L, Graf, R, Fink, G.R, Schroeter, M, Rueger, M.A
Published in Clinical neurophysiology (01.03.2017)
Published in Clinical neurophysiology (01.03.2017)
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Journal Article
Brain age prediction: A comparison between machine learning models using region‐ and voxel‐based morphometric data
Baecker, Lea, Dafflon, Jessica, Costa, Pedro F., Garcia‐Dias, Rafael, Vieira, Sandra, Scarpazza, Cristina, Calhoun, Vince D., Sato, João R., Mechelli, Andrea, Pinaya, Walter H. L.
Published in Human brain mapping (01.06.2021)
Published in Human brain mapping (01.06.2021)
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Journal Article
Using deep belief network modelling to characterize differences in brain morphometry in schizophrenia
Pinaya, Walter H. L., Gadelha, Ary, Doyle, Orla M., Noto, Cristiano, Zugman, André, Cordeiro, Quirino, Jackowski, Andrea P., Bressan, Rodrigo A., Sato, João R.
Published in Scientific reports (12.12.2016)
Published in Scientific reports (12.12.2016)
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Journal Article
Transcranial direct current stimulation reverses stroke-induced network alterations in mice
Blaschke, S., Vlachakis, S., Pallast, N., Walter, H.L., Volz, L.J., Wiedermann, D., Fink, G.R., Hoehn, M., Aswendt, M., Schroeter, M., Rueger, M.A.
Published in Clinical neurophysiology (01.03.2024)
Published in Clinical neurophysiology (01.03.2024)
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Journal Article
Detecting schizophrenia at the level of the individual: relative diagnostic value of whole-brain images, connectome-wide functional connectivity and graph-based metrics
Lei, Du, Pinaya, Walter H. L., van Amelsvoort, Therese, Marcelis, Machteld, Donohoe, Gary, Mothersill, David O., Corvin, Aiden, Gill, Michael, Vieira, Sandra, Huang, Xiaoqi, Lui, Su, Scarpazza, Cristina, Young, Jonathan, Arango, Celso, Bullmore, Edward, Qiyong, Gong, McGuire, Philip, Mechelli, Andrea
Published in Psychological medicine (01.08.2020)
Published in Psychological medicine (01.08.2020)
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Journal Article
Graph Convolutional Networks Reveal Network-Level Functional Dysconnectivity in Schizophrenia
Lei, Du, Qin, Kun, Pinaya, Walter H L, Young, Jonathan, Van Amelsvoort, Therese, Marcelis, Machteld, Donohoe, Gary, Mothersill, David O, Corvin, Aiden, Vieira, Sandra, Lui, Su, Scarpazza, Cristina, Arango, Celso, Bullmore, Ed, Gong, Qiyong, McGuire, Philip, Mechelli, Andrea
Published in Schizophrenia bulletin (21.06.2022)
Published in Schizophrenia bulletin (21.06.2022)
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Journal Article
Using Machine Learning and Structural Neuroimaging to Detect First Episode Psychosis: Reconsidering the Evidence
Vieira, Sandra, Gong, Qi-Yong, Pinaya, Walter H L, Scarpazza, Cristina, Tognin, Stefania, Crespo-Facorro, Benedicto, Tordesillas-Gutierrez, Diana, Ortiz-García, Victor, Setien-Suero, Esther, Scheepers, Floortje E, Van Haren, Neeltje E M, Marques, Tiago R, Murray, Robin M, David, Anthony, Dazzan, Paola, McGuire, Philip, Mechelli, Andrea
Published in Schizophrenia bulletin (04.01.2020)
Published in Schizophrenia bulletin (04.01.2020)
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Journal Article
Neuroharmony: A new tool for harmonizing volumetric MRI data from unseen scanners
Garcia-Dias, Rafael, Scarpazza, Cristina, Baecker, Lea, Vieira, Sandra, Pinaya, Walter H.L., Corvin, Aiden, Redolfi, Alberto, Nelson, Barnaby, Crespo-Facorro, Benedicto, McDonald, Colm, Tordesillas-Gutiérrez, Diana, Cannon, Dara, Mothersill, David, Hernaus, Dennis, Morris, Derek, Setien-Suero, Esther, Donohoe, Gary, Frisoni, Giovanni, Tronchin, Giulia, Sato, João, Marcelis, Machteld, Kempton, Matthew, van Haren, Neeltje E.M., Gruber, Oliver, McGorry, Patrick, Amminger, Paul, McGuire, Philip, Gong, Qiyong, Kahn, René S., Ayesa-Arriola, Rosa, van Amelsvoort, Therese, Ortiz-García de la Foz, Victor, Calhoun, Vince, Cahn, Wiepke, Mechelli, Andrea
Published in NeuroImage (Orlando, Fla.) (15.10.2020)
Published in NeuroImage (Orlando, Fla.) (15.10.2020)
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Journal Article
Using normative modelling to detect disease progression in mild cognitive impairment and Alzheimer’s disease in a cross-sectional multi-cohort study
Pinaya, Walter H. L., Scarpazza, Cristina, Garcia-Dias, Rafael, Vieira, Sandra, Baecker, Lea, F da Costa, Pedro, Redolfi, Alberto, Frisoni, Giovanni B., Pievani, Michela, Calhoun, Vince D., Sato, João R., Mechelli, Andrea
Published in Scientific reports (03.08.2021)
Published in Scientific reports (03.08.2021)
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Journal Article
Fast Unsupervised Brain Anomaly Detection and Segmentation with Diffusion Models
Pinaya, Walter H. L., Graham, Mark S., Gray, Robert, da Costa, Pedro F., Tudosiu, Petru-Daniel, Wright, Paul, Mah, Yee H., MacKinnon, Andrew D., Teo, James T., Jager, Rolf, Werring, David, Rees, Geraint, Nachev, Parashkev, Ourselin, Sebastien, Cardoso, M. Jorge
Published in Medical Image Computing and Computer Assisted Intervention – MICCAI 2022
Published in Medical Image Computing and Computer Assisted Intervention – MICCAI 2022
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Book Chapter
Brain morphometric features predict medication response in youth with bipolar disorder: a prospective randomized clinical trial
Lei, Du, Qin, Kun, Li, Wenbin, Pinaya, Walter H. L., Tallman, Maxwell J., Patino, L. Rodrigo, Strawn, Jeffrey R., Fleck, David, Klein, Christina C., Lui, Su, Gong, Qiyong, Adler, Caleb M., Mechelli, Andrea, Sweeney, John A., DelBello, Melissa P.
Published in Psychological medicine (01.07.2023)
Published in Psychological medicine (01.07.2023)
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Journal Article