Gholamreza Salimi Khorshidi

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 16

Top Topics

Gaussian Process

Electronic Health Records

Top Venues

J. Biomed. Informatics

IEEE J. Biomed. Health Informatics

Publications

Yikuan Li, Mohammad Mamouei, Shishir Rao, Abdelaali Hassaïne, Dexter Canoy, Thomas Lukasiewicz, Kazem Rahimi, Gholamreza Salimi Khorshidi
Clinical outcome prediction under hypothetical interventions - a representation learning framework for counterfactual reasoning. CoRR (2022)
Shishir Rao, Mohammad Mamouei, Gholamreza Salimi Khorshidi, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaïne, Dexter Canoy, Kazem Rahimi
Targeted-BEHRT: Deep learning for observational causal inference on longitudinal electronic health records. CoRR (2022)
Shishir Rao, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaïne, Dexter Canoy, John G. F. Cleland, Thomas Lukasiewicz, Gholamreza Salimi Khorshidi, Kazem Rahimi
An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure. IEEE J. Biomed. Health Informatics 26 (7) (2022)
Yikuan Li, Shishir Rao, Mohammad Mamouei, Gholamreza Salimi Khorshidi, Dexter Canoy, Abdelaali Hassaïne, Thomas Lukasiewicz
Risk factor identification for incident heart failure using neural network distillation and variable selection. CoRR (2021)
Yikuan Li, Mohammad Mamouei, Gholamreza Salimi Khorshidi, Shishir Rao, Abdelaali Hassaïne, Dexter Canoy, Thomas Lukasiewicz, Kazem Rahimi
Hi-BEHRT: Hierarchical Transformer-based model for accurate prediction of clinical events using multimodal longitudinal electronic health records. CoRR (2021)
Danijela Horak, Simiao Yu, Gholamreza Salimi Khorshidi
Topology Distance: A Topology-Based Approach for Evaluating Generative Adversarial Networks. AAAI (2021)
José Roberto Ayala Solares, Yajie Zhu, Abdelaali Hassaïne, Shishir Rao, Yikuan Li, Mohammad Mamouei, Dexter Canoy, Kazem Rahimi, Gholamreza Salimi Khorshidi
Transfer Learning in Electronic Health Records through Clinical Concept Embedding. CoRR (2021)
Shishir Rao, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaïne, Dexter Canoy, John Cleland, Thomas Lukasiewicz, Gholamreza Salimi Khorshidi, Kazem Rahimi
An explainable Transformer-based deep learning model for the prediction of incident heart failure. CoRR (2021)
Abdelaali Hassaïne, Dexter Canoy, José Roberto Ayala Solares, Yajie Zhu, Shishir Rao, Yikuan Li, Mariagrazia Zottoli, Kazem Rahimi, Gholamreza Salimi Khorshidi
Learning multimorbidity patterns from electronic health records using Non-negative Matrix Factorisation. J. Biomed. Informatics 112 (2020)
José Roberto Ayala Solares, Francesca Elisa Diletta Raimondi, Yajie Zhu, Fatemeh Rahimian, Dexter Canoy, Jenny Tran, Ana Catarina Pinho Gomes, Amir H. Payberah, Mariagrazia Zottoli, Milad Nazarzadeh, Nathalie Conrad, Kazem Rahimi, Gholamreza Salimi Khorshidi
Deep learning for electronic health records: A comparative review of multiple deep neural architectures. J. Biomed. Informatics 101 (2020)
Yikuan Li, Shishir Rao, Abdelaali Hassaïne, Rema Ramakrishnan, Yajie Zhu, Dexter Canoy, Gholamreza Salimi Khorshidi, Thomas Lukasiewicz, Kazem Rahimi
Deep Bayesian Gaussian Processes for Uncertainty Estimation in Electronic Health Records. CoRR (2020)
Danijela Horak, Simiao Yu, Gholamreza Salimi Khorshidi
Topology Distance: A Topology-Based Approach For Evaluating Generative Adversarial Networks. CoRR (2020)
Vincent Moens, Simiao Yu, Gholamreza Salimi Khorshidi
¶ILCRO: Making Importance Landscapes Flat Again. CoRR (2020)
Abdelaali Hassaïne, Dexter Canoy, José Roberto Ayala Solares, Yajie Zhu, Shishir Rao, Yikuan Li, Kazem Rahimi, Gholamreza Salimi Khorshidi
Learning Multimorbidity Patterns from Electronic Health Records Using Non-negative Matrix Factorisation. CoRR (2019)
Yikuan Li, Shishir Rao, José Roberto Ayala Solares, Abdelaali Hassaïne, Dexter Canoy, Yajie Zhu, Kazem Rahimi, Gholamreza Salimi Khorshidi
BEHRT: Transformer for Electronic Health Records. CoRR (2019)
Johanna O'Donnell, Carmelo Velardo, Syed Ahmar Shah, Gholamreza Salimi Khorshidi, Dario Salvi, Kazem Rahimi, Lionel Tarassenko
Physical Activity and Sleep Analysis of Heart Failure Patients using Multi-sensor Patches. EMBC (2018)
Gholamreza Salimi Khorshidi, Gwenaëlle Douaud, Christian F. Beckmann, Matthew F. Glasser, Ludovica Griffanti, Stephen M. Smith
Automatic denoising of functional MRI data: Combining independent component analysis and hierarchical fusion of classifiers. NeuroImage 90 (2014)
Ludovica Griffanti, Gholamreza Salimi Khorshidi, Christian F. Beckmann, Edward J. Auerbach, Gwenaëlle Douaud, Claire E. Sexton, Eniko Zsoldos, Klaus P. Ebmeier, Nicola Filippini, Clare E. Mackay, Steen Moeller, Junqian Xu, Essa Yacoub, Giuseppe Baselli, Kamil Ugurbil, Karla L. Miller, Stephen M. Smith
ICA-based artefact removal and accelerated fMRI acquisition for improved resting state network imaging. NeuroImage 95 (2014)
Stephen M. Smith, Christian F. Beckmann, Jesper L. R. Andersson, Edward J. Auerbach, Janine D. Bijsterbosch, Gwenaëlle Douaud, Eugene P. Duff, David A. Feinberg, Ludovica Griffanti, Michael P. Harms, Michael Kelly, Timothy O. Laumann, Karla L. Miller, Steen Moeller, Steven E. Petersen, Jonathan D. Power, Gholamreza Salimi Khorshidi, Abraham Z. Snyder, An T. Vu, Mark William Woolrich, Junqian Xu, Essa Yacoub, Kamil Ugurbil, David C. Van Essen, Matthew F. Glasser
Resting-state fMRI in the Human Connectome Project. NeuroImage 80 (2013)
Gholamreza Salimi Khorshidi, Thomas E. Nichols, Stephen M. Smith, Mark William Woolrich
Using Gaussian-Process Regression for Meta-Analytic Neuroimaging Inference Based on Sparse Observations. IEEE Trans. Medical Imaging 30 (7) (2011)
Gholamreza Salimi Khorshidi, Stephen M. Smith, Thomas E. Nichols
Adjusting the effect of nonstationarity in cluster-based and TFCE inference. NeuroImage 54 (3) (2011)
Stephen M. Smith, Karla L. Miller, Gholamreza Salimi Khorshidi, Matthew A. Webster, Christian F. Beckmann, Thomas E. Nichols, Joseph D. Ramsey, Mark William Woolrich
Network modelling methods for FMRI. NeuroImage 54 (2) (2011)
Gholamreza Salimi Khorshidi, Stephen M. Smith, Thomas E. Nichols
Adjusting the Neuroimaging Statistical Inferences for Nonstationarity. MICCAI (1) (2009)
Gholamreza Salimi Khorshidi, Stephen M. Smith, John Keltner, Tor D. Wager, Thomas E. Nichols
Meta-analysis of neuroimaging data: A comparison of image-based and coordinate-based pooling of studies. NeuroImage 45 (3) (2009)
Gholamreza Salimi Khorshidi, Ali Motie Nasrabadi, Mohammadreza Hashemi Golpayeghani
Fusion of classic P300 detection methods' inferences in a framework of fuzzy labels. Artif. Intell. Medicine 44 (3) (2008)
Gholamreza Salimi Khorshidi, Ayyoub Jaafari, Amir Pourmorteza, Ali Motie Nasrabadi, Mohammadreza Hashemi Golpayeghani
Using Supervised Fuzzy Clustering and CWT for Ventricular Late Potentials Detection in HRECG Signal. EUSFLAT Conf. (2) (2007)
Gholamreza Salimi Khorshidi, Ayyoub Jaafari, Ali Motie Nasrabadi, Mohammadreza Hashemi Golpayeghani
Modifying the Classic Peak Picking Technique Using a Fuzzy Multi Agent to Have an Accurate P300-based BCI. EUSFLAT Conf. (2) (2007)
Gholamreza Salimi Khorshidi, Ayyoub Jaafari, Ali Motie Nasrabadi, Mohammadreza Hashemi Golpayeghani, Caro Lucas
Toward a Solution for "Genetic Algorithm"-"Support Vector Machine" Combination to Have a Reliable P300-based BCI. EUSFLAT Conf. (2) (2007)