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Shahin Heidarian
Shahin Heidarian
Concorida University
Verified email at encs.concordia.ca - Homepage
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Year
Covid-caps: A capsule network-based framework for identification of covid-19 cases from x-ray images
P Afshar, S Heidarian, F Naderkhani, A Oikonomou, KN Plataniotis, ...
Pattern Recognition Letters 138, 638-643, 2020
7652020
COVID-CT-MD, COVID-19 computed tomography scan dataset applicable in machine learning and deep learning
P Afshar, S Heidarian, N Enshaei, F Naderkhani, MJ Rafiee, ...
Scientific Data 8 (1), 121, 2021
1962021
Covid-fact: A fully-automated capsule network-based framework for identification of covid-19 cases from chest ct scans
S Heidarian, P Afshar, N Enshaei, F Naderkhani, MJ Rafiee, ...
Frontiers in Artificial Intelligence 4, 598932, 2021
642021
Ct-caps: Feature extraction-based automated framework for covid-19 disease identification from chest ct scans using capsule networks
S Heidarian, P Afshar, A Mohammadi, MJ Rafiee, A Oikonomou, ...
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
302021
COVID-rate: an automated framework for segmentation of COVID-19 lesions from chest CT images
N Enshaei, A Oikonomou, MJ Rafiee, P Afshar, S Heidarian, ...
Scientific Reports 12 (1), 3212, 2022
272022
Human-level COVID-19 diagnosis from low-dose CT scans using a two-stage time-distributed capsule network
P Afshar, MJ Rafiee, F Naderkhani, S Heidarian, N Enshaei, ...
Scientific Reports 12 (1), 4827, 2022
252022
COVID-fact: A fully-automated capsule network-based framework for identification of COVID-19 cases from chest ct scans. Front
S Heidarian, P Afshar, N Enshaei, F Naderkhani, MJ Rafiee, FB Fard, ...
Artif. Intell 4 (65), 10.3389, 2021
182021
TEDGE-Caching: Transformer-based edge caching towards 6G networks
ZH Meybodi, A Mohammadi, E Rahimian, S Heidarian, J Abouei, ...
ICC 2022-IEEE International Conference on Communications, 613-618, 2022
142022
Hybrid deep learning model for diagnosis of COVID-19 using CT scans and clinical/demographic data
P Afshar, S Heidarian, F Naderkhani, MJ Rafiee, A Oikonomou, ...
2021 IEEE International Conference on Image Processing (ICIP), 180-184, 2021
132021
Spatio-temporal hybrid fusion of cae and swin transformers for lung cancer malignancy prediction
S Khademi, S Heidarian, P Afshar, F Naderkhani, A Oikonomou, ...
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
122023
Multi-content time-series popularity prediction with multiple-model transformers in MEC networks
ZH Meybodi, A Mohammadi, M Hou, E Rahimian, S Heidarian, J Abouei, ...
Ad Hoc Networks 157, 103436, 2024
102024
An ensemble learning framework for multi-class Covid-19 lesion segmentation from chest CT images
N Enshaei, P Afshar, S Heidarian, A Mohammadi, MJ Rafiee, ...
2021 IEEE International Conference on Autonomous Systems (ICAS), 1-6, 2021
92021
Cae-transformer: Transformer-based model to predict invasiveness of lung adenocarcinoma subsolid nodules from non-thin section 3d ct scans
S Heidarian, P Afshar, A Oikonomou, KN Plataniotis, A Mohammadi
arXiv preprint arXiv:2110.08721, 2021
52021
Robust automated framework for COVID-19 disease identification from a multicenter dataset of chest CT scans
S Heidarian, P Afshar, N Enshaei, F Naderkhani, MJ Rafiee, ...
5*2021
Wso-Caps: diagnosis of lung infection from low and ultra-lowdose CT scans using capsule networks and windowsetting optimization
S Heidarian, P Afshar, N Enshaei, F Naderkhani, MJ Rafiee, ...
2021 IEEE International Conference on Autonomous Systems (ICAS), 1-5, 2021
52021
Capsule Network-based COVID-19 Diagnosis and Transformer-based Lung Cancer Invasiveness Prediction via Computerized Tomography (CT) Images
S Heidarian
Concordia University, 2021
22021
COVID-Rate: An automated framework for segmentation of COVID-19 lesions from chest CT scans
N Enshaei, A Oikonomou, MJ Rafiee, P Afshar, S Heidarian, ...
arXiv preprint arXiv:2107.01527, 2021
22021
A Capsule Network-Based Framework for Identification of COVID-19 Cases from X-Ray Images
P Afshar, S Heidarian, F Naderkhani, A Oikonomou, KN Plataniotis, ...
22020
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