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Gholamreza Salimi Khorshidi
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2020 – today
- 2024
- [j14]Shishir Rao
, Mohammad Mamouei, Gholamreza Salimi-Khorshidi, Yikuan Li
Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records. IEEE Trans. Neural Networks Learn. Syst. 35(4): 5027-5038 (2024) - 2023
- [j13]Yikuan Li
Hi-BEHRT: Hierarchical Transformer-Based Model for Accurate Prediction of Clinical Events Using Multimodal Longitudinal Electronic Health Records. IEEE J. Biomed. Health Informatics 27(2): 1106-1117 (2023) - 2022
- [j12]Thomas Fisher
Uncertainty-Aware Interpretable Deep Learning for Slum Mapping and Monitoring. Remote. Sens. 14(13): 3072 (2022) - [j11]Shishir Rao
An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure. IEEE J. Biomed. Health Informatics 26(7): 3362-3372 (2022) - [i11]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 abs/2202.03487 (2022) - [i10]Yikuan Li, Mohammad Mamouei, Shishir Rao, Abdelaali Hassaïne, Dexter Canoy
Clinical outcome prediction under hypothetical interventions - a representation learning framework for counterfactual reasoning. CoRR abs/2205.07234 (2022) - 2021
- [c6]Danijela Horak, Simiao Yu, Gholamreza Salimi Khorshidi:
Topology Distance: A Topology-Based Approach for Evaluating Generative Adversarial Networks. AAAI 2021: 7721-7728 - [i9]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 abs/2101.11359 (2021) - [i8]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 abs/2102.12936 (2021) - [i7]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 abs/2106.11360 (2021) - [i6]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 abs/2107.12919 (2021) - 2020
- [j10]José Roberto Ayala Solares
Deep learning for electronic health records: A comparative review of multiple deep neural architectures. J. Biomed. Informatics 101: 103337 (2020) - [j9]Abdelaali Hassaïne, Dexter Canoy
Learning multimorbidity patterns from electronic health records using Non-negative Matrix Factorisation. J. Biomed. Informatics 112: 103606 (2020) - [i5]Vincent Moens, Simiao Yu, Gholamreza Salimi Khorshidi:
¶ILCRO: Making Importance Landscapes Flat Again. CoRR abs/2001.09696 (2020) - [i4]Danijela Horak, Simiao Yu, Gholamreza Salimi Khorshidi:
Topology Distance: A Topology-Based Approach For Evaluating Generative Adversarial Networks. CoRR abs/2002.12054 (2020) - [i3]Yikuan Li
Deep Bayesian Gaussian Processes for Uncertainty Estimation in Electronic Health Records. CoRR abs/2003.10170 (2020)
2010 – 2019
- 2019
- [i2]Abdelaali Hassaïne, Dexter Canoy, José Roberto Ayala Solares
Learning Multimorbidity Patterns from Electronic Health Records Using Non-negative Matrix Factorisation. CoRR abs/1907.08577 (2019) - [i1]Yikuan Li, Shishir Rao, José Roberto Ayala Solares
BEHRT: Transformer for Electronic Health Records. CoRR abs/1907.09538 (2019) - 2018
- [c5]Johanna O'Donnell, Carmelo Velardo, Syed Ahmar Shah
Physical Activity and Sleep Analysis of Heart Failure Patients using Multi-sensor Patches. EMBC 2018: 6092-6095 - 2014
- [j8]Gholamreza Salimi Khorshidi
Automatic denoising of functional MRI data: Combining independent component analysis and hierarchical fusion of classifiers. NeuroImage 90: 449-468 (2014) - [j7]Ludovica Griffanti
ICA-based artefact removal and accelerated fMRI acquisition for improved resting state network imaging. NeuroImage 95: 232-247 (2014) - 2013
- [j6]Stephen M. Smith
Resting-state fMRI in the Human Connectome Project. NeuroImage 80: 144-168 (2013) - 2011
- [j5]Stephen M. Smith
Network modelling methods for FMRI. NeuroImage 54(2): 875-891 (2011) - [j4]Gholamreza Salimi Khorshidi, Stephen M. Smith
Adjusting the effect of nonstationarity in cluster-based and TFCE inference. NeuroImage 54(3): 2006-2019 (2011) - [j3]Gholamreza Salimi Khorshidi, Thomas E. Nichols
Using Gaussian-Process Regression for Meta-Analytic Neuroimaging Inference Based on Sparse Observations. IEEE Trans. Medical Imaging 30(7): 1401-1416 (2011)
2000 – 2009
- 2009
- [j2]Gholamreza Salimi Khorshidi, Stephen M. Smith
Meta-analysis of neuroimaging data: A comparison of image-based and coordinate-based pooling of studies. NeuroImage 45(3): 810-823 (2009) - [c4]Gholamreza Salimi Khorshidi, Stephen M. Smith
Adjusting the Neuroimaging Statistical Inferences for Nonstationarity. MICCAI (1) 2009: 992-999 - 2008
- [j1]Gholamreza Salimi Khorshidi, Ali Motie Nasrabadi
Fusion of classic P300 detection methods' inferences in a framework of fuzzy labels. Artif. Intell. Medicine 44(3): 247-259 (2008) - 2007
- [c3]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: 63-69 - [c2]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: 143-147 - [c1]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: 149-154
Coauthor Index
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