From estimating activation locality to predicting disorder: A review of pattern recognition for neuroimaging-based psychiatric diagnostics
Wolfers, Thomas, Buitelaar, Jan K, Beckmann, Christian F, Franke, Barbara, Marquand, Andre F
Published in Neuroscience and biobehavioral reviews (01.10.2015)
Published in Neuroscience and biobehavioral reviews (01.10.2015)
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Journal Article
Inter-individual differences in human brain structure and morphology link to variation in demographics and behavior
Llera, Alberto, Wolfers, Thomas, Mulders, Peter, Beckmann, Christian F
Published in eLife (03.07.2019)
Published in eLife (03.07.2019)
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Journal Article
Brain imaging genetics in ADHD and beyond – Mapping pathways from gene to disorder at different levels of complexity
Klein, Marieke, Onnink, Marten, van Donkelaar, Marjolein, Wolfers, Thomas, Harich, Benjamin, Shi, Yan, Dammers, Janneke, Arias-Vásquez, Alejandro, Hoogman, Martine, Franke, Barbara
Published in Neuroscience and biobehavioral reviews (01.09.2017)
Published in Neuroscience and biobehavioral reviews (01.09.2017)
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Journal Article
Beyond lumping and splitting: a review of computational approaches for stratifying psychiatric disorders
Marquand, Andre F, Wolfers, Thomas, Mennes, Maarten, Buitelaar, Jan, Beckmann, Christian F
Published in Biological psychiatry : cognitive neuroscience and neuroimaging (01.09.2016)
Published in Biological psychiatry : cognitive neuroscience and neuroimaging (01.09.2016)
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Journal Article
Nonlinear latent representations of high-dimensional task-fMRI data: Unveiling cognitive and behavioral insights in heterogeneous spatial maps
Zabihi, Mariam, Kia, Seyed Mostafa, Wolfers, Thomas, de Boer, Stijn, Fraza, Charlotte, Dinga, Richard, Arenas, Alberto Llera, Bzdok, Danilo, Beckmann, Christian F, Marquand, Andre
Published in PloS one (08.08.2024)
Published in PloS one (08.08.2024)
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Journal Article
Accommodating site variation in neuroimaging data using normative and hierarchical Bayesian models
Bayer, Johanna M.M., Dinga, Richard, Kia, Seyed Mostafa, Kottaram, Akhil R., Wolfers, Thomas, Lv, Jinglei, Zalesky, Andrew, Schmaal, Lianne, Marquand, Andre
Published in NeuroImage (Orlando, Fla.) (01.12.2022)
Published in NeuroImage (Orlando, Fla.) (01.12.2022)
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Journal Article
Closing the life-cycle of normative modeling using federated hierarchical Bayesian regression
Kia, Seyed Mostafa, Huijsdens, Hester, Rutherford, Saige, de Boer, Augustijn, Dinga, Richard, Wolfers, Thomas, Berthet, Pierre, Mennes, Maarten, Andreassen, Ole A, Westlye, Lars T, Beckmann, Christian F, Marquand, Andre F
Published in PloS one (08.12.2022)
Published in PloS one (08.12.2022)
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Journal Article
Charting brain growth and aging at high spatial precision
Rutherford, Saige, Fraza, Charlotte, Dinga, Richard, Kia, Seyed Mostafa, Wolfers, Thomas, Zabihi, Mariam, Berthet, Pierre, Worker, Amanda, Verdi, Serena, Andrews, Derek, Han, Laura Km, Bayer, Johanna Mm, Dazzan, Paola, McGuire, Phillip, Mocking, Roel T, Schene, Aart, Sripada, Chandra, Tso, Ivy F, Duval, Elizabeth R, Chang, Soo-Eun, Penninx, Brenda Wjh, Heitzeg, Mary M, Burt, S Alexandra, Hyde, Luke W, Amaral, David, Wu Nordahl, Christine, Andreasssen, Ole A, Westlye, Lars T, Zahn, Roland, Ruhe, Henricus G, Beckmann, Christian, Marquand, Andre F
Published in eLife (01.02.2022)
Published in eLife (01.02.2022)
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Journal Article
Diagnostic accuracy of brain age prediction in a memory clinic population and comparison with clinically available volumetric measures
Persson, Karin, Leonardsen, Esten H., Edwin, Trine Holt, Knapskog, Anne-Brita, Tangen, Gro Gujord, Selbæk, Geir, Wolfers, Thomas, Westlye, Lars T., Engedal, Knut
Published in Scientific reports (11.09.2023)
Published in Scientific reports (11.09.2023)
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Journal Article
Closing the life-cycle of normative modeling using federated hierarchical Bayesian regression
Seyed Mostafa Kia, Hester Huijsdens, Saige Rutherford, Augustijn de Boer, Richard Dinga, Thomas Wolfers, Pierre Berthet, Maarten Mennes, Ole A. Andreassen, Lars T. Westlye, Christian F. Beckmann, Andre F. Marquand
Published in PloS one (08.12.2022)
Published in PloS one (08.12.2022)
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Journal Article
Machine Learning in Clinical Neuroimaging: 5th International Workshop, MLCN 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings
Abdulkadir, Ahmed, Bathula, Deepti R, Dvornek, Nicha C, Habes, Mohamad, Kia, Seyed Mostafa, Kumar, Vinod, Wolfers, Thomas
Year of Publication 2022
Year of Publication 2022
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Conference Proceeding
Machine Learning in Clinical Neuroimaging: 4th International Workshop, MLCN 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings
Abdulkadir, Ahmed, Kia, Seyed Mostafa, Habes, Mohamad, Kumar, Vinod, Rondina, Jane Maryam, Tax, Chantal, Wolfers, Thomas
Year of Publication 2021
Year of Publication 2021
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Conference Proceeding
Deviations from normative brain white and gray matter structure are associated with psychopathology in youth
Kjelkenes, Rikka, Wolfers, Thomas, Alnæs, Dag, Norbom, Linn B., Voldsbekk, Irene, Holm, Madelene, Dahl, Andreas, Berthet, Pierre, Tamnes, Christian K., Marquand, Andre F., Westlye, Lars T.
Published in Developmental cognitive neuroscience (01.12.2022)
Published in Developmental cognitive neuroscience (01.12.2022)
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Journal Article
Shared pattern of impaired social communication and cognitive ability in the youth brain across diagnostic boundaries
Voldsbekk, Irene, Kjelkenes, Rikka, Wolfers, Thomas, Dahl, Andreas, Lund, Martina J., Kaufmann, Tobias, Fernandez-Cabello, Sara, de Lange, Ann-Marie G., Tamnes, Christian K., Andreassen, Ole A., Westlye, Lars T., Alnæs, Dag
Published in Developmental cognitive neuroscience (01.04.2023)
Published in Developmental cognitive neuroscience (01.04.2023)
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Journal Article
Fine-grained topographic organization within somatosensory cortex during resting-state and emotional face-matching task and its association with ASD traits
Isakoglou, Christina, Haak, Koen V., Wolfers, Thomas, Floris, Dorothea L., Llera, Alberto, Oldehinkel, Marianne, Forde, Natalie J., Oakley, Bethany F. M., Tillmann, Julian, Holt, Rosemary J., Moessnang, Carolin, Loth, Eva, Bourgeron, Thomas, Baron-Cohen, Simon, Charman, Tony, Banaschewski, Tobias, Murphy, Declan G. M., Buitelaar, Jan K., Marquand, Andre F., Beckmann, Christian F.
Published in Translational psychiatry (27.07.2023)
Published in Translational psychiatry (27.07.2023)
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Journal Article
Mapping Normative Trajectories of Cognitive Function and Its Relation to Psychopathology Symptoms and Genetic Risk in Youth
Kjelkenes, Rikka, Wolfers, Thomas, Alnæs, Dag, van der Meer, Dennis, Pedersen, Mads Lund, Dahl, Andreas, Voldsbekk, Irene, Moberget, Torgeir, Tamnes, Christian K., Andreassen, Ole A., Marquand, Andre F., Westlye, Lars T.
Published in Biological psychiatry global open science (01.04.2023)
Published in Biological psychiatry global open science (01.04.2023)
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Journal Article
Lower white matter microstructure in the superior longitudinal fasciculus is associated with increased response time variability in adults with attention-deficit/hyperactivity disorder
Wolfers, Thomas, MSc, Onnink, A. Marten H., MSc, Hoogman, Martine, PhD, Kan, Cornelis C., MD, PhD, Zwiers, Marcel P., PhD, Arias-Vasquez, Alejandro, PhD, Mostert, Jeanette C., MSc, Slaats-Willemse, Dorine, PhD, Buitelaar, Jan K., MD, PhD, Franke, Barbara, PhD
Published in Journal of psychiatry & neuroscience (01.09.2015)
Published in Journal of psychiatry & neuroscience (01.09.2015)
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Journal Article
Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology: Third International Workshop, MLCN 2020, and Second International Workshop, RNO-AI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings
Kia, Seyed Mostafa, Mohy-ud-Din, Hassan, Abdulkadir, Ahmed, Bass, Cher, Habes, Mohamad, Rondina, Jane Maryam, Tax, Chantal, Wang, Hongzhi, Wolfers, Thomas, Rathore, Saima
Year of Publication 2020
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Year of Publication 2020
eBook
Constructing personalized characterizations of structural brain aberrations in patients with dementia using explainable artificial intelligence
Leonardsen, Esten H., Persson, Karin, Grødem, Edvard, Dinsdale, Nicola, Schellhorn, Till, Roe, James M., Vidal-Piñeiro, Didac, Sørensen, Øystein, Kaufmann, Tobias, Westman, Eric, Marquand, Andre, Selbæk, Geir, Andreassen, Ole A., Wolfers, Thomas, Westlye, Lars T., Wang, Yunpeng
Published in NPJ digital medicine (02.05.2024)
Published in NPJ digital medicine (02.05.2024)
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Journal Article
Quantifying patterns of brain activity: Distinguishing unaffected siblings from participants with ADHD and healthy individuals
Wolfers, Thomas, van Rooij, Daan, Oosterlaan, Jaap, Heslenfeld, Dirk, Hartman, Catharina A, Hoekstra, Pieter J, Beckmann, Christian F, Franke, Barbara, Buitelaar, Jan K, Marquand, Andre F
Published in NeuroImage clinical (01.01.2016)
Published in NeuroImage clinical (01.01.2016)
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Journal Article