Mapping the heterogeneous phenotype of schizophrenia and bipolar disorder using normative models
Wolfers, Thomas, Doan, Nhat Trung, Kaufmann, Tobias, Alnæs, Dag, Moberget, Torgeir, Agartz, Ingrid, Buitelaar, Jan K., Ueland, Torill +6 more·2018·JAMA Psychiatry
Cited by (508)
Items 101–200 of 508
- A 10-Year Longitudinal Study of Brain Cortical Thickness in People with First-Episode Psychosis Using Normative ModelsPierre Berthet, Beathe C. Haatveit, Rikka Kjelkenes, Amanda Worker, Seyed Mostafa Kia, Thomas Wolfers, Saige E. Rutherford, Dag Alnæs, Richard Dinga, Mads L. Pedersen et al. · 2024 · Schizophrenia Bulletin
- Mapping the genetic architecture of cortical morphology through neuroimaging: progress and perspectivesDennis van der Meer, Tobias Kaufmann · 2022 · Translational Psychiatry
- Federated Multi-Site Normative Modeling using Hierarchical Bayesian RegressionS. M. Kia, Hester Huijsdens, S. Rutherford, R. Dinga, T. Wolfers, M. Mennes, O. Andreassen, L. Westlye, C. Beckmann, A. Marquand · 2021 · bioRxiv
- Deficits of entropy modulation of the EEG: A biomarker for altered function in schizophrenia and bipolar disorder?Vicente Molina, Alba Lubeiro, Rodrigo de Luis-Garcı́a, Javier Gómez‐Pilar, Óscar Martín-Santiago, María Iglesias-Tejedor, Pedro Holgado‐Madera, Rafael Segarra, María Recio-Barbero, Pablo Nùñez et al. · 2020 · Journal of Psychiatry and Neuroscience
- Small P values may not yield robust findings: an example using REST-meta-PDXi-Ze Jia, Na Zhao, Hao-Ming Dong, Jia-Wei Sun, Marek Bartoň, Roxana Gabriela Burciu, Nicolas Carrière, Antonio Cerasa, Boyu Chen, Jun Chen et al. · 2021 · 中国科学通报:英文版
- Improving the predictive potential of diffusion MRI in schizophrenia using normative models—Towards subject‐level classificationDoron Elad, S. Cetin-Karayumak, Fan Zhang, Ik K. Kang, A. Lyall, J. Seitz-Holland, Rami Ben-Ari, G. Pearlson, C. Tamminga, J. Sweeney et al. · 2021 · Human Brain Mapping
- Evidence for Shared Genetic Aetiology Between Schizophrenia, Cardiometabolic, and Inflammation-Related Traits: Genetic Correlation and Colocalization AnalysesB. Perry, N. Bowker, S. Burgess, N. Wareham, R. Upthegrove, P. Jones, C. Langenberg, G. Khandaker · 2022 · Schizophrenia Bulletin Open
- The Normative Modeling Framework for Computational PsychiatrySaige E. Rutherford, Seyed Mostafa Kia, Thomas Wolfers, Charlotte Fraza, Mariam Zabihi, Richard Dinga, Pierre Berthet, Amanda Worker, Serena Verdi, Henricus Gerardus Ruhé et al. · 2021 · bioRxiv (Cold Spring Harbor Laboratory)
- Schizophrenia, the very idea: On self-disorder, hyperreflexivity, and the diagnostic conceptLouis Arnorsson Sass, Jasper Feyaerts · 2024 · Schizophrenia Research
- Effectiveness of Cerebellar Circuitry Modulation in Schizophrenia: A Systematic ReviewEscelsior, Andrea, Belvederi Murri, Martino, Calcagno, Pietro, Cervetti, Alice, Caruso, Rosangela, Croce, Enrico, Grassi, Luigi, Amore, Mario · 2019 · Journal of Nervous & Mental Disease
- Thalamic nuclei volumes in schizophrenia and bipolar spectrum disorders – Associations with diagnosis and clinical characteristicsLynn Egeland Mørch-Johnsen, Kjetil Nordbø Jørgensen, Cláudia Barth, Stener Nerland, Ida Kippersund Bringslid, Laura Anne Wortinger, Dimitrios Andreou, Ingrid S. Melle, Ole A. Andreassen, Ingrid Agartz · 2023 · Schizophrenia Research
- Signature of Altered Retinal Microstructures and Electrophysiology in Schizophrenia Spectrum Disorders Is Associated With Disease Severity and Polygenic RiskEmanuel Boudriot, Vanessa Gabriel, David Popovic, Pauline Pingen, Vladislav Yakimov, Sergi Papiol, Lukas Roell, Genc Hasanaj, Simiao Xu, Joanna Moussiopoulou et al. · 2024 · Biological Psychiatry
- Personalized Estimates of Brain Structural Variability in Individuals With Early PsychosisMathilde Antoniades, Shalaila S. Haas, Amirhossein Modabbernia, Oleg Bykhovski, Sophia Frangou, Stefan Borgwardt, André Schmidt · 2021 · Schizophrenia Bulletin
- Cerebellar Structure and Cognitive Ability in PsychosisAlexandra B. Moussa‐Tooks, Baxter P. Rogers, Anna Huang, Julia M. Sheffield, Stephan Heckers, Neil D. Woodward · 2022 · Biological Psychiatry
- Dissecting task-based fMRI activity using normative modelling: an application to the Emotional Face Matching TaskHannah S. Savage, Peter C.R. Mulders, Philip van Eijndhoven, Jasper van Oort, Indira Tendolkar, Janna Nonja Vrijsen, Christian F. Beckmann, André F. Marquand · 2024 · Communications Biology
- Computational approaches and machine learning for individual-level treatment predictionsMartin P. Paulus, Wesley Kurt Thompson · 2019 · Psychopharmacology
- Brain Connectome Mapping of Complex Human Traits and Their Polygenic Architecture Using Machine LearningLuigi A. Maglanoc, Tobias Kaufmann, Dennis van der Meer, André F. Marquand, Thomas Wolfers, Rune Jonassen, Eva Hilland, Ole A. Andreassen, Nils Inge Landrø, Lars Tjelta Westlye · 2019 · Biological Psychiatry
- Resolving heterogeneity in obsessive–compulsive disorder through individualized differential structural covariance network analysisShaoqiang Han, Yinhuan Xu, Hui‐Rong Guo, Keke Fang, Yarui Wei, Liang Liu, Junying Cheng, Yong Zhang, Jingliang Cheng · 2022 · Cerebral Cortex
- Capturing the Individual Deviations From Normative Models of Brain Structure for Depression Diagnosis and TreatmentJunneng Shao, Jiaolong Qin, Huan Wang, Yurong Sun, Wei Zhang, Xinyi Wang, Ting Wang, Xue Li, Zhijian Yao, Qing Lü · 2023 · Biological Psychiatry
- Intra- and inter-individual cognitive variability in schizophrenia and bipolar spectrum disorder: an investigation across multiple cognitive domainsBeathe C. Haatveit, Lars Tjelta Westlye, Anja Vaskinn, Camilla Bärthel Flaaten, Christine Mohn, Thomas Doug Bjella, Linn Sofie Sæther, Kjetil S. Sundet, Ingrid S. Melle, Ole A. Andreassen et al. · 2023 · Schizophrenia
- COVID-19 lockdown effects on adolescent brain structure suggest accelerated maturation that is more pronounced in females than in malesNeva M. Corrigan, Ariel Rokem, Patricia K. Kuhl · 2024 · Proceedings of the National Academy of Sciences
- Dissecting human cortical similarity networks across the lifespanXinyuan Liang, Lianglong Sun, Mingrui Xia, Tengda Zhao, Gaolang Gong, Qiongling Li, Xuhong Liao, Zaixu Cui, Dingna Duan, Chenxuan Pang et al. · 2025 · Neuron
- Brexpiprazole for the Treatment of Schizophrenia in Adults: An Overview of Its Clinical Efficacy and Safety and a Psychiatrist’s PerspectiveYoshinori Watanabe, Sakiko Yamada, Tempei Otsubo, Toshiaki Kikuchi · 2020 · Drug Design Development and Therapy
- Detection of advanced brain aging in schizophrenia and its structural underpinning by using normative brain age metricsChang‐Le Chen, Tzung‐Jeng Hwang, Yu-Hung Tung, Liying Yang, Yung‐Chin Hsu, Chih‐Min Liu, Yi-Tin Lin, Ming Hsien Hsieh, Chen‐Chung Liu, Yi‐Ling Chien et al. · 2022 · NeuroImage Clinical
- Age-related brain deviations and aggressionHolz, Nathalie E., Floris, Dorothea L., Llera, Alberto, Aggensteiner, Pascal M., Kia, Seyed Mostafa, Wolfers, Thomas, Baumeister, Sarah, Böttinger, Boris, Glennon, Jeffrey C., Hoekstra, Pieter J. et al. · 2023 · Psychological Medicine
- Normative Analysis of Individual Brain Differences Based on a Population MRI-Based Atlas of Cynomolgus MacaquesQiming Lv, Mingchao Yan, Xiangyu Shen, Jing Wu, Wenwen Yu, Shengyao Yan, Feng Yang, Kristina Zeljic, Yuequan Shi, Zuofu Zhou et al. · 2020 · Cerebral Cortex
- Stratifying ASD and characterizing the functional connectivity of subtypes in resting-state fMRIPengchen Ren, Qingshang Bi, Wenbin Pang, Meijuan Wang, Qionglin Zhou, Xiaoshan Ye, Ling Li, Le Xiao · 2023 · Behavioural Brain Research
- Linking Personalized Brain Atrophy to Schizophrenia Network and Treatment ResponseGong‐Jun Ji, Andrew Zalesky, Yingru Wang, Kongliang He, Lu Wang, Rongrong Du, Jinmei Sun, Tongjian Bai, Xingui Chen, Yanghua Tian et al. · 2022 · Schizophrenia Bulletin
- Data-Driven Approaches to Neuroimaging Analysis to Enhance Psychiatric Diagnosis and TherapyXiaolong Zhang, Urs Braun, Heike Tost, Danielle S. Bassett · 2020 · Biological Psychiatry Cognitive Neuroscience and Neuroimaging
- Growth charts of brain morphometry for preschool childrenHongxi Zhang, Jia Li, Xiaoli Su, Yang Hu, Tianmei Liu, Shaoqing Ni, Haifeng Li, Xi‐Nian Zuo, Junfen Fu, Ti‐Fei Yuan et al. · 2022 · NeuroImage
- Parsing altered gray matter morphology of depression using a framework integrating the normative model and non-negative matrix factorizationShaoqiang Han, Qian Cui, Ruiping Zheng, Shuying Li, Bingqian Zhou, Keke Fang, Wei Sheng, Baohong Wen, Liang Liu, Yarui Wei et al. · 2023 · Nature Communications
- Dissimilarity in Sulcal Width Patterns in the Cortex can be Used to Identify Patients With Schizophrenia With Extreme Deficits in Cognitive PerformanceJoost Janssen, Covadonga M. Díaz‐Caneja, Clara Alloza, Anouck Schippers, Lucía de Hoyos, Javier Santonja, Pedro M. Gordaliza, Elizabeth E.L. Buimer, Neeltje E.M. van Haren, Wiepke Cahn et al. · 2020 · Schizophrenia Bulletin
- A novel multi-class classification model for schizophrenia, bipolar disorder and healthy controls using comprehensive transcriptomic dataQingxia Yang, Yi Li, Bo Li, Yaguo Gong · 2022 · Computers in Biology and Medicine
- Two subtypes of schizophrenia identified by an individual-level atypical pattern of tensor-based morphometric measurementWeiyang Shi, Lingzhong Fan, Haiyan Wang, Bing Liu, Wen Li, Jin Li, Luqi Cheng, Congying Chu, Ming Song, Jing Sui (Beijing Normal University), my correct affiliation is beijing normal university, not Qingdao University of Science and Technology, please correct the current affiliation. Thank you et al. · 2022 · Cerebral Cortex
- Classification for psychiatric disorders including schizophrenia, bipolar disorder, and major depressive disorder using machine learningQingxia Yang, Qiaowen Xing, Qingfang Yang, Yaguo Gong · 2022 · Computational and Structural Biotechnology Journal
- Extreme deviations from the normative model reveal cortical heterogeneity and associations with negative symptom severity in first-episode psychosis from the OPTiMiSE and GAP studiesAmanda Worker, Pierre Berthert, Andrew J. Lawrence, Seyed Mostafa Kia, Celso Arango, Richard Dinga, Silvana Galderisi, Birte Yding Glenthoj, René S. Kahn, Anoushka Leslie et al. · 2023 · Translational Psychiatry
- Identificacion of MRI-based psychosis subtypes: Replication and refinementÁlvaro Planchuelo‐Gómez, Alba Lubeiro, Pablo Nùñez, Javier Gómez‐Pilar, Rodrigo de Luis-Garcı́a, Pilar del Valle, Óscar Martín-Santiago, Adela Pérez-Escudero, Vicente Molina · 2020 · Progress in Neuro-Psychopharmacology and Biological Psychiatry
- Accommodating site variation in neuroimaging data using normative and hierarchical Bayesian modelsJohanna Bayer, Richard Dinga, Seyed Mostafa Kia, Akhil Kottaram, Thomas Wolfers, Jinglei Lv, Andrew Zalesky, Lianne Schmaal, André F. Marquand · 2021 · bioRxiv (Cold Spring Harbor Laboratory)
- The promise of quantifying individual risk for brain disorders through normative modeling, a narrative reviewCharlotte Fraza, Saige E. Rutherford, Barbora Rehák Bučková, Christian F. Beckmann, André F. Marquand · 2025 · Neuroscience & Biobehavioral Reviews
- Dopamine dysregulation in psychotic relapse after antipsychotic discontinuation: an [18F]DOPA and [11C]raclopride PET study in first-episode psychosisSeoyoung Kim, Sang Ho Shin, Barbara Santangelo, Mattia Veronese, Seung Kwan Kang, Jae Sung Lee, Gi Jeong Cheon, Woojoo Lee, Jun Soo Kwon, Oliver David Howes et al. · 2020 · Molecular Psychiatry
- The Future of Disentangling the Heterogeneity of Autism With Neuroimaging StudiesXujun Duan, Xiaolong Shan, Lucina Q. Uddin, Huafu Chen · 2024 · Biological Psychiatry
- Mapping Normative Trajectories of Cognitive Function and Its Relation to Psychopathology Symptoms and Genetic Risk in YouthR. Kjelkenes, T. Wolfers, D. Alnæs, D. van der Meer, M. L. Pedersen, A. Dahl, I. Voldsbekk, T. Moberget, C. Tamnes, O. Andreassen et al. · 2021 · Biological Psychiatry Global Open Science
- Deviations from normative brain white and gray matter structure are associated with psychopathology in youthR. Kjelkenes, T. Wolfers, D. Alnæs, L. Norbom, I. Voldsbekk, M. Holm, A. Dahl, P. Berthet, C. Tamnes, A. Marquand et al. · 2022 · Developmental Cognitive Neuroscience
- Alzheimer's disease heterogeneity revealed by neuroanatomical normative modelingFlavia Loreto, Serena Verdi, Seyed Mostafa Kia, Aleksandar Duvnjak, Haneen Hakeem, Anna Fitzgerald, Neva Patel, Johan Lilja, Zarni Win, Richard J. Perry et al. · 2024 · Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring
- A multimodal neural signature of face processing in autism within the fusiform gyrusDorothea L. Floris, Alberto Llera, Mariam Zabihi, Carolin Moessnang, Emily J. H. Jones, Luke Mason, Rianne Haartsen, Nathalie E. Holz, Ting Mei, Camille Elleaume et al. · 2025 · Nature Mental Health
- Estimating Multimodal Structural Brain Variability in Schizophrenia Spectrum Disorders: A Worldwide ENIGMA StudyWolfgang Omlor, Finn Rabe, Simon Fuchs, Werner Surbeck, Giacomo Cecere, Gao-Yang Huang, Stephanie Homan, Nils Kallen, Foivos Georgiadis, Tobias R. Spiller et al. · 2025 · American Journal of Psychiatry
- Towards precision MRI biomarkers in epilepsy with normative modellingRemika Mito, James Howard Cole, Sila Genc, Graeme D. Jackson, Andrew Zalesky · 2025 · Brain
- Personalized estimates of morphometric similarity in bipolar disorder and schizophreniaGaelle Eve Doucet, Dongdong Lin, Yuhui Du, Zening Fu, David C. Glahn, Vince D. Calhoun, Jessica A. Turner, Sophia Frangou · 2020 · Schizophrenia
- Two distinct subtypes of obsessive compulsive disorder revealed by a framework integrating multimodal neuroimaging informationShaoqiang Han, Yinhuan Xu, Hui‐Rong Guo, Keke Fang, Yarui Wei, Liang Liu, Junying Cheng, Yong Zhang, Jingliang Cheng · 2022 · Human Brain Mapping
- Using in silico perturbational approach to identify critical areas in schizophreniaLudovica Mana, Manel Vila‐Vidal, Charlotte Köckeritz, Kevin M. Aquino, Alex Fornito, Morten L. Kringelbach, Gustavo Deco · 2023 · Cerebral Cortex
- Predictive Clinical Neuroscience Portal (PCNportal): instant online access to research-grade normative models for clinical neuroscientists.Pieter Barkema, Saige E. Rutherford, Hurng-Chun Lee, Seyed Mostafa Kia, Hannah S. Savage, Christian F. Beckmann, André F. Marquand · 2023 · Wellcome Open Research
- Molecular and micro-architectural mapping of gray matter alterations in psychosisNatalia García-San-Martín, Richard A. I. Bethlehem, Ágoston Mihalik, Jakob Seidlitz, Isaac Sebenius, Claudio Alemán-Morillo, Lena Dorfschmidt, Golia Shafiei, Víctor Ortiz‐García de la Foz, Kate Merritt et al. · 2024 · Molecular Psychiatry
- Heterogeneity of morphometric similarity networks in health and schizophreniaJoost Janssen, Ana Guil Gallego, Covadonga M. Díaz‐Caneja, Noemi G. Lois, Niels Janssen, Javier González‐Peñas, Pedro M. Gordaliza, Elizabeth E.L. Buimer, Neeltje E.M. van Haren, Celso Arango et al. · 2025 · Schizophrenia
- Glutamate metabolites in treatment resistant schizophrenia: A meta-analysis and systematic review of 1H-MRS studiesVijay Kumar, Shayanth Manchegowda, Arpitha Jacob, Naren Prahalada Rao · 2020 · Psychiatry Research Neuroimaging
- Understanding the complexity of individual developmental pathways: A primer on metaphors, models, and methods to study resilience in developmentF. Hasselman · 2023 · Development and Psychopathology
- Machine Learning-Based Electroencephalographic Phenotypes of Schizophrenia and Major Depressive DisorderKuk‐In Jang, Sungkean Kim, Soo Young Kim, Chany Lee, Jeong‐Ho Chae · 2021 · Frontiers in Psychiatry
- Aberrant default mode connectivity in adolescents with early-onset psychosis: A resting state fMRI studyEva Hilland, Cecilie Haggag Johannessen, Rune Jonassen, Dag Alnæs, Kjetil Nordbø Jørgensen, Cláudia Barth, Dimitrios Andreou, Stener Nerland, Laura Anne Wortinger, Runar Elle Smelror et al. · 2021 · NeuroImage Clinical
- Traumatic stress load and stressor reactivity score associated with accelerated gray matter maturation in youths indexed by normative modelsTing Yat Wong, Tyler M. Moore, Jakob Seidlitz, Kenneth S.L. Yuen, Kosha Ruparel, Ran Barzilay, Monica E. Calkins, Aaron F. Alexander‐Bloch, Theodore Daniel Satterthwaite, Raquel E. Gur et al. · 2022 · Molecular Psychiatry
- Reprioritising global mental health: psychoses in sub-Saharan AfricaOlayinka Olusola Omigbodun, Grace Kathryn Ryan, Bisola Fasoranti, Dixon Chibanda, Rebecca Esliker, Anthony Sefasi, Ritsuko Kakuma, Tom Shakespeare, Julian Eaton · 2023 · International Journal of Mental Health Systems
- Normative modeling using multimodal variational autoencoders to identify abnormal brain volume deviations in Alzheimer's diseaseSayantan Kumar, Philip Payne, Aristeidis Sotiras · 2023 · SPIE Medical Imaging: Computer-Aided Diagnosis
- Using normative modeling and machine learning for detecting mild traumatic brain injury from magnetoencephalography dataVeera Itälinna, Hanna Kaltiainen, Nina Forss, Mia Liljeström, Lauri T. Parkkonen · 2023 · PLoS Computational Biology
- Ecological momentary assessment and other digital technologies for capturing daily life in mental healthSimone J. W. Verhagen, Jim van Os, Philippe Delespaul · 2021 · Elsevier eBooks
- Normative Modeling of Brain Morphometry Across the Lifespan Using CentileBrain: Algorithm Benchmarking and Model OptimizationRuiyang Ge, Yuetong Yu, Yi Xuan Qi, Yunan Vera Fan, Shiyu Chen, Chuntong Gao, Shalaila S. Haas, Amirhossein Modabbernia, Faye New, Ingrid Agartz et al. · 2023 · bioRxiv (Cold Spring Harbor Laboratory)
- Dynamic structure–function coupling across three major psychiatric disordersZhe Zhang, Wei Wei, Sujie Wang, Mingli Li, Xiaojing Li, Xiaoyu Li, Qiang Wang, Hua Yu, Yamin Zhang, Wanjun Guo et al. · 2023 · Psychological Medicine
- Toward understanding autism heterogeneity: Identifying clinical subgroups and neuroanatomical deviations.Jente Meijer, Bruno Hebling Vieira, Camille Elleaume, Zofia Baranczuk‐Turska, Nicolas Langer, Dorothea L. Floris · 2024 · Journal of Psychopathology and Clinical Science
- Understanding divergence: Placing developmental neuroscience in its dynamic contextDuncan Edward Astle, Danielle S. Bassett, Essi M. Viding · 2024 · Neuroscience & Biobehavioral Reviews
- Characterizing the heterogeneity of neurodegenerative diseases through EEG normative modelingJudie Tabbal, Aida Ebadi, Ahmad Mheich, Aya Kabbara, Bahar Güntekin, Görsev Yener, Véronique Paban, Ute Gschwandtner, Peter Fuhr, Marc Vérin et al. · 2025 · npj Parkinson s Disease
- Neuroimaging brain growth charts: A road to mental healthLi-Zhen Chen, A. Holmes, Xiao-Li Zuo, Qi Dong · 2021 · Psychoradiology
- Lifespan development of thalamic nuclei and characterizing thalamic nuclei abnormalities in schizophrenia using normative modelingAnna Huang, Kaidi Kang, Simon Vandekar, Baxter P. Rogers, Stephan Heckers, Neil D. Woodward · 2024 · Neuropsychopharmacology
- Delineating the Heterogeneity of Alzheimer’s Disease and Mild Cognitive Impairment Using Normative Models of Dynamic Brain Functional NetworksYanxi Huo, Rixing Jing, Peng Li, Pindong Chen, Juanning Si, Guozhong Liu, Yong Liu · 2024 · Biological Psychiatry
- Mapping cerebellar anatomical heterogeneity in mental and neurological illnessesMilin Kim, Esten Høyland Leonardsen, Saige E. Rutherford, Geir Selbæk, Karin Persson, Nils Eiel Steen, Olav Bjerkehagen Smeland, Torill Ueland, Geneviève Richard, Christian F. Beckmann et al. · 2024 · Nature Mental Health
- Anhedonia Across and Beyond the Schizophrenia SpectrumRaymond C. K. Chan, Lingling Wang, Jia Huang, Yi Wang, Simon S. Y. Lui · 2024 · Schizophrenia Bulletin
- Identification of shared and distinct patterns of brain network abnormality across mental disorders through individualized structural covariance network analysisShaoqiang Han, Kangkang Xue, Yuan Chen, Yinhuan Xu, Shuying Li, Xueqin Song, Huirong Guo, Keke Fang, Ruiping Zheng, Bingqian Zhou et al. · 2023 · Psychological Medicine
- Normative modelling of molecular-based functional circuits captures clinical heterogeneity transdiagnostically in psychiatric patientsTimothy Lawn, Alessio Giacomel, Daniel Martins, Mattia Veronese, Matthew A. Howard, Federico Turkheimer, Ottavia Dipasquale · 2024 · Communications Biology
- Individualized resting-state functional connectivity abnormalities unveil two major depressive disorder subtypes with contrasting abnormal patterns of abnormalityKeke Fang, Lianjie Niu, Baohong Wen, Liang Liu, Ya Qiang Tian, Huiting Yang, Ying Hou, Shaoqiang Han, Xianfu Sun, Wenzhou Zhang · 2025 · Translational Psychiatry
- Neural correlates of human fear conditioning and sources of variability in 2199 individualsJoaquim Raduà, Hannah S. Savage, Enric Vilajosana, Alec J. Jamieson, Birgit Abler, Fredrik Åhs, Tom Beckers, Narcı́s Cardoner, Josh M. Cisler, Juliana Belo Diniz et al. · 2025 · Nature Communications
- Person-based similarity in brain structure and functional connectivity in bipolar disorderGaelle Eve Doucet, David C. Glahn, Sophia Frangou · 2020 · Journal of Affective Disorders
- Normative model detects abnormal functional connectivity in psychiatric disordersDuarte Oliveira-Saraiva, Hugo Alexandre Ferreira · 2023 · Frontiers in Psychiatry
- Towards personalized precision functional mapping in infancyLucille A. Moore, Robert J. M. Hermosillo, Eric Feczko, Julia Moser, Sanju Koirala, Madeleine C. Allen, Claudia Buß, Greg Conan, Anthony Juliano, Mollie C. Marr et al. · 2024 · Imaging Neuroscience
- Driven by Pain, Not Gain: Computational Approaches to Aversion-Related Decision Making in PsychiatryMartin P. Paulus · 2019 · Biological Psychiatry
- The frontal pole and cognitive insight in schizophreniaVikas B. Raju, Ayushi Shukla, Arpitha Jacob, Rose Dawn Bharath, Vijay Kumar, Shivarama S. Varambally, Ganesan Venkatasubramanian, Naren Prahalada Rao · 2020 · Psychiatry Research Neuroimaging
- Gray matter atrophy is constrained by normal structural brain network architecture in depressionShaoqiang Han, Keke Fang, Ruiping Zheng, Shuying Li, Bingqian Zhou, Wei Sheng, Baohong Wen, Liang Liu, Yarui Wei, Yuan Chen et al. · 2023 · Psychological Medicine
- Reduced cortical neuron number and neuron density in schizophrenia with focus on area 24: a post-mortem case–control studyRichard Gaus, Melanie Popal, Helmut Heinsen, Andrea Schmitt, Peter Falkai, Patrick R. Hof, Christoph Schmitz, Alisa Vollhardt · 2022 · European Archives of Psychiatry and Clinical Neuroscience
- Linking Polygenic Risk of Schizophrenia to Variation in Magnetic Resonance Imaging Brain Measures: A Comprehensive Systematic ReviewHadis Jameei, Divyangana Rakesh, Andrew Zalesky, Murray J. Cairns, William R. Reay, Naomi R. Wray, Maria Angelique Di Biase · 2023 · Schizophrenia Bulletin
- Exploring the potential of representation and transfer learning for anatomical neuroimaging: Application to psychiatryBenoît Dufumier, Pietro Gori, Sara Petiton, Robin Louiset, Jean‐François Mangin, Antoine Grigis, Édouard Duchesnay · 2024 · NeuroImage
- Interindividual variability of functional connectome in schizophreniaAniol Santo-Angles, Raymond M. Salvador, Jesús J. Gomar, Amalia Guerrero‐Pedraza, Núria Ramiro, Josep Tristany, Cristina Teixidó, Jordi Ortiz‐Gil, Candibel Aguirre, Clara Bosque et al. · 2021 · Schizophrenia Research
- Computational Modeling of the n-Back Task in the ABCD Study: Associations of Drift Diffusion Model Parameters to Polygenic Scores of Mental Disorders and Cardiometabolic DiseasesMads L. Pedersen, Dag Alnæs, Dennis van der Meer, Sara Fernández‐Cabello, Pierre Berthet, Andreas Dahl, Rikka Kjelkenes, Emanuel Schwarz, Wesley Kurt Thompson, Deanna M. Barch et al. · 2022 · Biological Psychiatry Cognitive Neuroscience and Neuroimaging
- Population-Based Mapping of Polygenic Risk for Schizophrenia on the Human Brain: New Opportunities to Capture the Dimensional Aspects of Severe Mental DisordersLars Tjelta Westlye, Dag Alnæs, Dennis van der Meer, Tobias Kaufmann, Ole A. Andreassen · 2019 · Biological Psychiatry
- Magnetic resonance imaging of the dopamine system in schizophrenia – A scoping reviewSchulz, Julia, Zimmermann, Juliana, Sorg, Christian, Menegaux, Aurore, Brandl, Felix · 2022 · Frontiers in Psychiatry
- Identifying brain functional subtypes and corresponding task performance profiles in autism spectrum disorderQi Liu, Hua Lai, Jiao Le, Chunmei Lan, Xiaodong Zhang, Linghong Huang, Dan Xu, Xi Jiang, Fei Ran Li, Keith Maurice Kendrick et al. · 2025 · Molecular Psychiatry
- Beyond homogeneity: charting the landscape of heterogeneity in neurodevelopmental and psychiatric electroencephalographyAida Ebadi, Sahar Allouch, Ahmad Mheich, Judie Tabbal, Aya Kabbara, Gabriel Robert, Aline Lefebvre, Anton Iftimovici, Borja Rodríguez‐Herreros, Nadia Chabane et al. · 2025 · Translational Psychiatry
- Dissecting heterogeneity in major depressive disorder via normative model-driven subtyping of functional brain networksLi Sun, Peng Wang, Yuhong Zheng, Jinghua Wang, Jinhui Wang, Shao‐Wei Xue · 2025 · Journal of Affective Disorders
- Distinct neural networks associated with obsession and delusion: a connectome-wide association studyTae Young Lee, Wi Hoon Jung, Yoo Bin Kwak, Youngwoo Bryan Yoon, Junhee Lee, Minah Kim, Euitae Kim, Jun Soo Kwon · 2020 · Psychological Medicine
- Understanding the heterogeneity of dynamic functional connectivity patterns in first-episode drug naïve depression using normative modelsXiao Lin, Rixing Jing, Suhua Chang, Lin Liu, Qiandong Wang, Chuanjun Zhuo, Jie Shi, Yong Fan A, Lin Lu, Peng Li · 2023 · Journal of Affective Disorders
- Neural Processes Mixed-Effect Models for Deep Normative Modeling of Clinical Neuroimaging DataSeyed Mostafa Kia, André F. Marquand · 2018 · arXiv (Cornell University)
- A New Treatment ParadigmJ. Kane · 2022 · Journal of Clinical Psychopharmacology
- Multi‐polygenic scores in psychiatry: From disorder specific to transdiagnostic perspectivesYingjie Shi, Emma Sprooten, Peter C.R. Mulders, Janna Nonja Vrijsen, Janita Bralten, Ditte Demontis, Anders Dupont Børglum, G. Bragi Walters, Kāri Stefánsson, Philip van Eijndhoven et al. · 2023 · American Journal of Medical Genetics Part B Neuropsychiatric Genetics
- Identifying two distinct neuroanatomical subtypes of first-episode depression using heterogeneity through discriminative analysisYuan Chen, Yi Chen, Ruiping Zheng, Kangkang Xue, Shuying Li, Jianyue Pang, Hengfen Li, Yong Zhang, Jingliang Cheng, Shaoqiang Han · 2024 · Journal of Affective Disorders
- Computational psychiatry and the evolving concept of a mental disorderKonstantin Genin, Thomas Grote, Thomas Wolfers · 2024 · Synthese
- AI in Neurology: Everything, Everywhere, All at Once Part 1: Principles and PracticeMatthew Rizzo, Jeffrey D. Dawson · 2025 · Annals of Neurology