Seyed Mostafa Kia

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Andre F MarquandProfessor of Computational Psychiatry, Donders Institute / Kings College LondonVerified email at kcl.ac.uk
Christian F. BeckmannRadboud University Medical Centre Nijmegen, Donders Institute for Brain, Cognition and BehaviourVerified email at donders.ru.nl
Thomas WolfersUniversity of TübingenVerified email at donders.ru.nl
Mariam ZabihiResearch fellow, at UCLVerified email at donders.ru.nl
Paolo AvesaniFondazione Bruno KesslerVerified email at fbk.eu
Richard DingaPostdoc, Donders InstituteVerified email at donders.ru.nl
Ramanathan SubramanianAssociate Professor, University of CanberraVerified email at canberra.edu.au
Lars Tjelta WestlyeProfessor, Department of Psychology, University of Oslo & Oslo University Hospital, NorwayVerified email at psykologi.uio.no
Ole A. AndreassenProfessor of Medicine, University of Oslo, Oslo University Hospital, Oslo, NorwayVerified email at medisin.uio.no
Mojtaba Khomami AbadiNoze (Stratuscent Inc.) https://www.noze.ca/Verified email at noze.ca
Nicu SebeUniversity of TrentoVerified email at unitn.it
Serena VerdiUniversity College LondonVerified email at ucl.ac.uk
Saige RutherfordUniversity of Michigan, Radboud University Medical CenterVerified email at med.umich.edu
Jan BuitelaarRadboudumcVerified email at radboudumc.nl
pierre berthetdata scientistVerified email at psykologi.uio.no
Charlotte FrazaRadboud University Medical CenterVerified email at donders.ru.nl
Nastaran Mohammadian RadMaastricht UniversityVerified email at maastrichtuniversity.nl
Cesare FurlanelloHK3 Lab (Rovereto, Italy) & LIGHT Center (Brescia, Italy)Verified email at hk3lab.ai
Paola VenutiFull Professor of Psychopathology, University of TrentoVerified email at unitn.it
Giuseppe JurmanFondazione Bruno Kessler, Trento, ItalyVerified email at fbk.eu

Seyed Mostafa Kia

Tilburg University/University Medical Center Utrecht/Donders Institute

Verified email at tilburguniversity.edu - Homepage

Machine Learning Normative Modeling Neural Decoding Neuroinformatics Precision Psychiatry


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DECAF: MEG-based Multimodal Database for Decoding Affective Physiological Responses M Abadi, R Subramanian, SM Kia, P Avesani, I Patras, N Sebe IEEE Transaction on Affective Computing, 1, 2015	402	2015
Conceptualizing mental disorders as deviations from normative functioning AF Marquand, SM Kia, M Zabihi, T Wolfers, JK Buitelaar, CF Beckmann Molecular psychiatry 24 (10), 1415-1424, 2019	301	2019
The normative modeling framework for computational psychiatry S Rutherford, SM Kia, T Wolfers, C Fraza, M Zabihi, R Dinga, P Berthet, ... Nature protocols 17 (7), 1711-1734, 2022	127	2022
From pattern classification to stratification: towards conceptualizing the heterogeneity of Autism Spectrum Disorder T Wolfers, DL Floris, R Dinga, D van Rooij, C Isakoglou, SM Kia, M Zabihi, ... Neuroscience & Biobehavioral Reviews 104, 240-254, 2019	123	2019
Charting brain growth and aging at high spatial precision S Rutherford, C Fraza, R Dinga, SM Kia, T Wolfers, M Zabihi, P Berthet, ... elife 11, e72904, 2022	103	2022
Deep learning for automatic stereotypical motor movement detection using wearable sensors in autism spectrum disorders NM Rad, SM Kia, C Zarbo, T van Laarhoven, G Jurman, P Venuti, ... Signal Processing 144, 180-191, 2018	101	2018
Neural networks in Matlab SM Kia Kian Rayaneh Sabz, 2009	80*	2009
Regional, circuit and network heterogeneity of brain abnormalities in psychiatric disorders A Segal, L Parkes, K Aquino, SM Kia, T Wolfers, B Franke, M Hoogman, ... Nature Neuroscience 26 (9), 1613-1629, 2023	79	2023
Understanding and Interpreting Machine Learning in Medical Image Computing Applications D Stoyanov, Z Taylor, SM Kia, I Oguz, M Reyes Springer, 2018	66	2018
Fractionating autism based on neuroanatomical normative modeling M Zabihi, DL Floris, SM Kia, T Wolfers, J Tillmann, AL Arenas, ... Translational psychiatry 10 (1), 384, 2020	62	2020
Hierarchical bayesian regression for multi-site normative modeling of neuroimaging data SM Kia, H Huijsdens, R Dinga, T Wolfers, M Mennes, OA Andreassen, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020	51	2020
Closing the life-cycle of normative modeling using federated hierarchical Bayesian regression SM Kia, H Huijsdens, S Rutherford, A de Boer, R Dinga, T Wolfers, ... Plos one 17 (12), e0278776, 2022	50*	2022
Replicating extensive brain structural heterogeneity in individuals with schizophrenia and bipolar disorder T Wolfers, J Rokicki, D Alnæs, P Berthet, I Agartz, SM Kia, T Kaufmann, ... Human Brain Mapping 42 (8), 2546-2555, 2021	50	2021
Accommodating site variation in neuroimaging data using normative and hierarchical Bayesian models JMM Bayer, R Dinga, SM Kia, AR Kottaram, T Wolfers, J Lv, A Zalesky, ... Neuroimage 264, 119699, 2022	48	2022
Fuzzy logic using MATLAB SM Kia Tehran: Kiyan Rayane, 2010	47*	2010
MEG decoding across subjects E Olivetti, SM Kia, P Avesani Pattern Recognition in Neuroimaging, 2014 International Workshop on, 2014	41	2014
Convolutional Neural Network for Stereotypical Motor Movement Detection in Autism NM Rad, A Bizzego, SM Kia, G Jurman, P Venuti, C Furlanello NIPS 2015 Workshop on Machine Learning and Interpretation in Neuroimaging …, 2015	40	2015
Gender and emotion recognition with implicit user signals M Bilalpur, SM Kia, M Chawla, TS Chua, R Subramanian 19th ACM International Conference on Multimodal Interaction (ICMI 2017), 379-387, 2017	37	2017
Normative modeling of neuroimaging data using generalized additive models of location scale and shape R Dinga, CJ Fraza, JMM Bayer, SM Kia, CF Beckmann, AF Marquand BioRxiv, 2021.06. 14.448106, 2021	34	2021
User-centric Affective Video Tagging from MEG and Peripheral Physiological Responses MK Abadi, SM Kia, R Subramanian, P Avesani, N Sebe Humaine Association Conference on Affective Computing and Intelligent …, 2013	31	2013

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