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Seyed Mostafa Kia
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2020 – today
- 2022
- [j3]Johanna M. M. Bayer
, Richard Dinga, Seyed Mostafa Kia
, Akhil R. Kottaram, Thomas Wolfers, Jinglei Lv
, Andrew Zalesky, Lianne Schmaal, Andre F. Marquand:
Accommodating site variation in neuroimaging data using normative and hierarchical Bayesian models. NeuroImage 264: 119699 (2022) - [c15]Julio E. Villalon-Reina, Clara Moreau, Talia M. Nir
, Neda Jahanshad, Anne M. Maillard, David Romascano, Bogdan Draganski
, Sarah Lippé, Carrie E. Bearden, Seyed Mostafa Kia
, Andre F. Marquand, Sébastien Jacquemont, Paul M. Thompson
:
Multi-site Normative Modeling of Diffusion Tensor Imaging Metrics Using Hierarchical Bayesian Regression. MICCAI (1) 2022: 207-217 - [e5]Ahmed Abdulkadir
, Deepti R. Bathula, Nicha C. Dvornek
, Mohamad Habes
, Seyed Mostafa Kia
, Vinod Kumar
, Thomas Wolfers
:
Machine Learning in Clinical Neuroimaging - 5th International Workshop, MLCN 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings. Lecture Notes in Computer Science 13596, Springer 2022, ISBN 978-3-031-17898-6 [contents] - [i14]Seyed Mostafa Kia, Nastaran Mohammadian Rad, Daniel van Opstal, Bart van Schie, Andre F. Marquand, Josien P. W. Pluim, Wiepke Cahn, Hugo G. Schnack:
PROMISSING: Pruning Missing Values in Neural Networks. CoRR abs/2206.01640 (2022) - 2021
- [e4]Ahmed Abdulkadir
, Seyed Mostafa Kia
, Mohamad Habes
, Vinod Kumar
, Jane Maryam Rondina
, Chantal M. W. Tax
, Thomas Wolfers
:
Machine Learning in Clinical Neuroimaging - 4th International Workshop, MLCN 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings. Lecture Notes in Computer Science 13001, Springer 2021, ISBN 978-3-030-87585-5 [contents] - 2020
- [c14]Seyed Mostafa Kia
, Hester Huijsdens, Richard Dinga, Thomas Wolfers
, Maarten Mennes
, Ole A. Andreassen, Lars T. Westlye, Christian F. Beckmann, Andre F. Marquand
:
Hierarchical Bayesian Regression for Multi-site Normative Modeling of Neuroimaging Data. MICCAI (7) 2020: 699-709 - [e3]Seyed Mostafa Kia
, Hassan Mohy-ud-Din
, Ahmed Abdulkadir
, Cher Bass
, Mohamad Habes
, Jane Maryam Rondina
, Chantal M. W. Tax
, Hongzhi Wang
, Thomas Wolfers
, Saima Rathore, Madhura Ingalhalikar:
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. Lecture Notes in Computer Science 12449, Springer 2020, ISBN 978-3-030-66842-6 [contents] - [i13]Seyed Mostafa Kia, Hester Huijsdens, Richard Dinga, Thomas Wolfers, Maarten Mennes, Ole A. Andreassen, Lars T. Westlye, Christian F. Beckmann, Andre F. Marquand:
Hierarchical Bayesian Regression for Multi-Site Normative Modeling of Neuroimaging Data. CoRR abs/2005.12055 (2020) - [i12]Maneesh Bilalpur, Seyed Mostafa Kia, Mohan S. Kankanhalli, Ramanathan Subramanian:
Gender and Emotion Recognition from Implicit User Behavior Signals. CoRR abs/2006.13386 (2020)
2010 – 2019
- 2019
- [c13]Seyed Mostafa Kia, Andre F. Marquand:
Neural Processes Mixed-Effect Models for Deep Normative Modeling of Clinical Neuroimaging Data. MIDL 2019: 297-314 - [e2]Luping Zhou, Duygu Sarikaya, Seyed Mostafa Kia, Stefanie Speidel
, Anand Malpani, Daniel A. Hashimoto, Mohamad Habes, Tommy Löfstedt, Kerstin Ritter, Hongzhi Wang:
OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging - Second International Workshop, OR 2.0 2019, and Second International Workshop, MLCN 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings. Lecture Notes in Computer Science 11796, Springer 2019, ISBN 978-3-030-32694-4 [contents] - 2018
- [j2]Nastaran Mohammadian Rad
, Seyed Mostafa Kia
, Calogero Zarbo, Twan van Laarhoven, Giuseppe Jurman
, Paola Venuti
, Elena Marchiori, Cesare Furlanello:
Deep learning for automatic stereotypical motor movement detection using wearable sensors in autism spectrum disorders. Signal Process. 144: 180-191 (2018) - [c12]Seyed Mostafa Kia
, Andre F. Marquand:
Normative Modeling of Neuroimaging Data Using Scalable Multi-task Gaussian Processes. MICCAI (3) 2018: 127-135 - [e1]Danail Stoyanov, Zeike Taylor, Seyed Mostafa Kia, Ipek Oguz, Mauricio Reyes, Anne L. Martel, Lena Maier-Hein, Andre F. Marquand, Edouard Duchesnay, Tommy Löfstedt, Bennett A. Landman, M. Jorge Cardoso, Carlos A. Silva, Sérgio Pereira, Raphael Meier:
Understanding and Interpreting Machine Learning in Medical Image Computing Applications - First International Workshops MLCN 2018, DLF 2018, and iMIMIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16-20, 2018, Proceedings. Lecture Notes in Computer Science 11038, Springer 2018, ISBN 978-3-030-02627-1 [contents] - [i11]Seyed Mostafa Kia, Andre F. Marquand:
Normative Modeling of Neuroimaging Data using Scalable Multi-Task Gaussian Processes. CoRR abs/1806.01047 (2018) - [i10]Seyed Mostafa Kia, Christian F. Beckmann, Andre F. Marquand:
Scalable Multi-Task Gaussian Process Tensor Regression for Normative Modeling of Structured Variation in Neuroimaging Data. CoRR abs/1808.00036 (2018) - [i9]Seyed Mostafa Kia, Andre F. Marquand:
Neural Processes Mixed-Effect Models for Deep Normative Modeling of Clinical Neuroimaging Data. CoRR abs/1812.04998 (2018) - 2017
- [b1]Seyed Mostafa Kia:
Brain Decoding for Brain Mapping: Definition, Heuristic Quantification, and Improvement of Interpretability in Group MEG Decoding. University of Trento, Italy, 2017 - [c11]Maneesh Bilalpur, Seyed Mostafa Kia
, Tat-Seng Chua, Ramanathan Subramanian
:
Discovering gender differences in facial emotion recognition via implicit behavioral cues. ACII 2017: 119-124 - [c10]Maneesh Bilalpur, Seyed Mostafa Kia
, Manisha Chawla, Tat-Seng Chua, Ramanathan Subramanian
:
Gender and emotion recognition with implicit user signals. ICMI 2017: 379-387 - [i8]Maneesh Bilalpur, Seyed Mostafa Kia, Tat-Seng Chua, Ramanathan Subramanian:
Discovering Gender Differences in Facial Emotion Recognition via Implicit Behavioral Cues. CoRR abs/1708.08729 (2017) - [i7]Maneesh Bilalpur, Seyed Mostafa Kia, Manisha Chawla, Tat-Seng Chua, Ramanathan Subramanian:
Gender and Emotion Recognition with Implicit User Signals. CoRR abs/1708.08735 (2017) - [i6]Nastaran Mohammadian Rad, Seyed Mostafa Kia, Calogero Zarbo, Twan van Laarhoven, Giuseppe Jurman, Paola Venuti, Elena Marchiori, Cesare Furlanello:
Deep Learning for Automatic Stereotypical Motor Movement Detection using Wearable Sensors in Autism Spectrum Disorders. CoRR abs/1709.05956 (2017) - 2016
- [c9]Nastaran Mohammadian Rad, Seyed Mostafa Kia
, Calogero Zarbo, Giuseppe Jurman, Paola Venuti
, Cesare Furlanello:
Stereotypical Motor Movement Detection in Dynamic Feature Space. ICDM Workshops 2016: 487-494 - [i5]Seyed Mostafa Kia:
Interpretability of Multivariate Brain Maps in Brain Decoding: Definition and Quantification. CoRR abs/1603.08704 (2016) - 2015
- [j1]Mojtaba Khomami Abadi, Ramanathan Subramanian
, Seyed Mostafa Kia
, Paolo Avesani
, Ioannis Patras
, Nicu Sebe
:
DECAF: MEG-Based Multimodal Database for Decoding Affective Physiological Responses. IEEE Trans. Affect. Comput. 6(3): 209-222 (2015) - [c8]Pouya Ghaemmaghami, Mojtaba Khomami Abadi, Seyed Mostafa Kia
, Paolo Avesani
, Nicu Sebe
:
Movie Genre Classification by Exploiting MEG Brain Signals. ICIAP (1) 2015: 683-693 - [i4]Nastaran Mohammadian Rad, Andrea Bizzego, Seyed Mostafa Kia, Giuseppe Jurman, Paola Venuti, Cesare Furlanello:
Convolutional Neural Network for Stereotypical Motor Movement Detection in Autism. CoRR abs/1511.01865 (2015) - 2014
- [c7]Seyed Mostafa Kia
, Sandro Vega-Pons, Emanuele Olivetti
, Paolo Avesani
:
Multi-Task Learning for Interpretation of Brain Decoding Models. MLINI@NIPS 2014: 3-11 - [c6]Emanuele Olivetti
, Seyed Mostafa Kia
, Paolo Avesani
:
Sensor-level maps with the kernel two-sample test. PRNI 2014: 1-4 - [c5]Emanuele Olivetti
, Seyed Mostafa Kia
, Paolo Avesani
:
MEG decoding across subjects. PRNI 2014: 1-4 - [i3]Seyed Mostafa Kia, Hossein Rahmani, Reza Mortezaei, Mohsen Ebrahimi Moghaddam, Amer Namazi:
A Novel Scheme for Intelligent Recognition of Pornographic Images. CoRR abs/1402.5792 (2014) - [i2]Emanuele Olivetti, Seyed Mostafa Kia, Paolo Avesani:
MEG Decoding Across Subjects. CoRR abs/1404.4175 (2014) - [i1]Seyed Mostafa Kia:
Mass-Univariate Hypothesis Testing on MEEG Data using Cross-Validation. CoRR abs/1406.6720 (2014) - 2013
- [c4]Mojtaba Khomami Abadi, Seyed Mostafa Kia
, Subramanian Ramanathan
, Paolo Avesani
, Nicu Sebe
:
User-centric Affective Video Tagging from MEG and Peripheral Physiological Responses. ACII 2013: 582-587 - [c3]Mojtaba Khomami Abadi, Seyed Mostafa Kia, Subramanian Ramanathan
, Paolo Avesani
, Nicu Sebe
:
Decoding affect in videos employing the MEG brain signal. FG 2013: 1-6 - [c2]Emanuele Olivetti
, Danilo Benozzo, Seyed Mostafa Kia
, Marta Ellero, Thomas Hartmann
:
The Kernel Two-Sample Test vs. Brain Decoding. PRNI 2013: 128-131 - [c1]Seyed Mostafa Kia
, Emanuele Olivetti
, Paolo Avesani
:
Discrete Cosine Transform for MEG Signal Decoding. PRNI 2013: 132-135
Coauthor Index
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last updated on 2024-08-29 21:53 CEST by the dblp team
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