Research Research groups Member of: Institute for Life Sciences Centre for Innovation in Mental Health Research projects Completed projects Postnatal depression risk calculator Researchers: Doctor Charlotte Walton Cross-cultural Connections for Users of Longitudinal Cohort Studies Researchers: Doctor Charlotte Walton Sound and mental health Researchers: Doctor Charlotte Walton , Doctor Pablo Galaz , Doctor Chaitanya Paruchuri , Doctor Efstathios Margaritis , Doctor Drew Crawford User interface design of a smartphone application for postnatal depression prediction and early identification (ParentMood). Researchers: Doctor Charlotte Walton Publications 25 publications Page 1 of 3 Deep learning reveals a neurocomputational mechanism predicting depression risk in adolescents Han Lu, Xiaoqian Yan, Benjamin Becker, Andreas Heinz, Barbara J. Sahakian, Christelle Langley, Zhaoyu Zuo, Luolong Cao, Zuo Zhang, Lauren Robinson, Nilakshi Vaidya, Jeanne Winterer, Sinead King, Charlotte Walton, Tobias Banaschewski, Gareth J. Barker, Arun L.W. Bokde, Rüdiger Brühl, Herta Flor, Hugh Garavan, Penny Gowland, Antoine Grigis, Herve Lemaitre, Jean-Luc Martinot, Marie-Laure Paillère Martinot, Eric Artiges, Frauke Nees, Dimitri Papadopoulos Orfanos, Luise Poustka, Hedi Kebir, Ulrike Schmidt, Julia Sinclair, Michael N. Smolka, Sarah Hohmann, Nathalie Holz, Henrik Walter, Robert Whelan, Sylvane Desrivières, Gunter Schumann & Qiang Luo, 2026, Science Advances, 12(32) DOI: 10.1126/sciadv.aed0772 Type: article Neural–genetic–environmental evidence for a disease factor in mental and physical health multimorbidity Jin Chen, Charlotte Walton, Shu Liu, Miguel Garcia-Argibay, Tianye Jia, Jujiao Kang, Wei Li, Marco Solmi, Hongyi Sun, Wenqi Liu, Congying Chu, Samuele Cortese & Jiaojian Wang, 2025, Nature Communications, 16(1) DOI: 10.1038/s41467-025-65055-w Type: article 关注婴幼儿养育照护及家庭养育指导热点问题 Mengxue Xu, Charlotte Walton & Hongyan Guan, 2025, Zhongguo Ertong Baojian Zazhi, 33(3), 238-243 DOI: 10.11852/zgetbjzz2025-0129 Type: article Machine learning models for diagnosis and risk prediction in eating disorders, depression, and alcohol use disorder Zuo Zhang, Lauren Robinson, Robert Whelan, Lee Jollans, Zijian Wang, Frauke Nees, Congying Chu, Marina Bobou, Dongping Du, Ilinca Cristea, Tobias Banaschewski, Gareth Barker, Arun Bokde, Antoine Grigis, Hugh Garavan, Andreas Heinz, Rudiger Bruhl, Jean-Luc Martinot, Eric Artiges, Marie-Laure Paillère Martinot, Dimitri Papadopoulos Orfanos, Luise Poustka, Sarah Hohmann, Sabina Millenet, Juliane Fröhner, Michael Smolka, Nilakshi Vaidya, Henrik Walter, Jeanne Winterer, M Broulidakis, Betteke van Noort, Argyris Stringaris, Jani Penttilä, Yvonne Grimmer, Corinna Insensee, Andreas Becker, Charlotte Walton, Sinead King, Julia Sinclair, Gunter Schumann, Ulrike Schmidt & Sylvane Desrivières, 2024, Journal of Affective Disorders DOI: 10.1016/j.jad.2024.12.053 Type: article Shared inflammatory biomarkers in depression and cardiovascular diseases: an umbrella review Xuhang Zhao, Guanqun Jiang, Alessio Bellato, Ruihua Hou & Charlotte Walton, 2024 Type: conference Distinct personality profiles associated with disease risk and diagnostic status in eating disorders Zuo Zhang, Lauren Robinson, Iain Campbell, Marina Bobou, Jeanne Winterer, Charlotte Walton, Sinead King, Nilakshi Vaidya, M. John Broulidakis, Betteke Maria van Noort, Argyris Stringaris, Tobias Banaschewski, Arun Bokde, Rudiger Bruhl, Juliane H. Fröhner, Antoine Grigis & Hugh Garavan, 2024, Journal of Affective Disorders, 360(360), 146-155 DOI: 10.1016/j.jad.2024.05.132 Type: article Differing impact of the COVID-19 pandemic on youth mental health Lu Qi MB, Zuo Zhang, Lauren Robinson, Marina Bobou, Chantal Gourlan, Jean Winterer, Rebecca Adams, Kofoworola Agunbiade , Charlotte Walton, Sinead King, Nilakshi Vaidya , Eric Artiges , Tobias Banaschewski, Arun L.W. Bokde, Manoussos J Broulidakis & Julia Sinclair, 2023, BJPsych Open, 9(6), e217 DOI: 10.1192/bjo.2023.601 Type: article Author Correction Chao Xie, Shitong Xiang, Chun Shen, Xuerui Peng, Jujiao Kang, Yuzhu Li, Wei Cheng, Shiqi He, Marina Bobou, M. John Broulidakis, Betteke Maria van Noort, Zuo Zhang, Lauren Robinson, Nilakshi Vaidya, Jeanne Winterer, Charlotte Walton, Sinead King, Tobias Banaschewski, Gareth J. Barker, Arun L.W. Bokde, Uli Bromberg, Christian Büchel, Herta Flor, Antoine Grigis, Hugh Garavan, Penny Gowland, Andreas Heinz, Bernd Ittermann, Hervé Lemaître, Jean Luc Martinot, Marie Laure Paillère Martinot, Frauke Nees, Dimitri Papadopoulos Orfanos, Tomáš Paus, Luise Poustka, Juliane H. Fröhner, Ulrike Schmidt, Julia Sinclair, Michael N. Smolka, Argyris Stringaris, Henrik Walter, Robert Whelan, Sylvane Desrivières, Barbara J. Sahakian, Trevor W. Robbins, Gunter Schumann, Tianye Jia, Jianfeng Feng, Gunter Schumann & Betteke Maria van Noort, 2023, Nature Medicine, 29(9), 2375 DOI: 10.1038/s41591-023-02512-3 Type: letterEditorial First evidence of a general disease (“d”) factor, a common factor underlying physical and mental illness Valerie Brandt, Charlotte Walton, Hannah Rae Carr, Dennis Golm, Christoph U. Correll, Gonzalo Arrondo, Joseph Firth, Hassan Lamiece, Marco Solmi & Samuele Cortese, 2023, World Psychiatry, 22(12), 335-337 DOI: 10.1002/wps.21097 Type: letterEditorial Neurocognitive analysis of low-level arsenic exposure and executive function mediated by brain anomalies among children, adolescents, and young adults in India Nilakshi Vaidya, Bharath Holla, Jon Heron, Eesha Sharma, Charlotte Walton, Gwen Sascha Fernandes, Udita Iyengar, Alex Spiers & Anupama Yadav, 2023, JAMA Network Open, 6(5) DOI: 10.1001/jamanetworkopen.2023.12810 Type: article Pagination Page 1 Page 2 Page 3 Next page Next -> External roles and responsibilities Name: Differential appraisal of emotional information in adolescents exposed to abuse versus deprivation Role: Speaker Year: 2017 Name: Childhood Abuse and Neglect: Characterizing shared vs unique effects on behaviour, cognition, and epigenetic function Role: Speaker Year: 2017