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Seyed Mostafa Kia
Seyed Mostafa Kia
Tilburg University/University Medical Center Utrecht/Donders Institute
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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
2992015
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
1622019
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
912019
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
712018
Neural networks in Matlab
SM Kia
Kian Rayaneh Sabz, 2009
672009
Understanding and Interpreting Machine Learning in Medical Image Computing Applications
D Stoyanov, Z Taylor, SM Kia, I Oguz, M Reyes
Springer, 2018
402018
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
362015
MEG decoding across subjects
E Olivetti, SM Kia, P Avesani
Pattern Recognition in Neuroimaging, 2014 International Workshop on, 2014
342014
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
312020
Fuzzy logic using MATLAB
SM Kia
Tehran: Kiyan Rayane, 2010
30*2010
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
292017
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
252013
Genetic Algorithm in MATLAB
SM Kia
Kian Rayaneh Press, 2010
252010
Replicating extensive brain structural heterogeneity in individuals with schizophrenia and bipolar disorder
T Wolfers, J Rokicki, D Aln©¡s, P Berthet, I Agartz, SM Kia, T Kaufmann, ...
Human Brain Mapping 42 (8), 2546-2555, 2021
232021
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
212020
Stereotypical Motor Movement Detection in Dynamic Feature Space
NM Rad, SM Kia, C Zarbo, G Jurman, P Venuti, C Furlanello
International Conference on Data Mining (ICDM 2016), 2016
212016
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
192022
Interpretability of multivariate brain maps in linear brain decoding: Definition, and heuristic quantification in multivariate analysis of MEG time-locked effects
SM Kia, S Vega Pons, N Weisz, A Passerini
Frontiers in Neuroscience 10, 619, 2017
192017
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
172021
Decoding Affect in Videos Employing the MEG Brain Signal
MK Abadi, M Kia, R Subramanian, P Avesani, N Sebe
International Conference and Workshops on Automatic Face and Gesture ¡¦, 2013
162013
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