Shahin Heidarian

Most-cited papers

1. COVID-CAPS: A capsule network-based framework for identification of COVID-19 cases from X-ray images

   P. Afshar, Shahin Heidarian, Farnoosh Naderkhani, A. Oikonomou +2 more

   2020Pattern Recognition Letters639 citations Open access

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2. COVID-CT-MD, COVID-19 computed tomography scan dataset applicable in machine learning and deep learning

   P. Afshar, Shahin Heidarian, Nastaran Enshaei, Farnoosh Naderkhani +6 more

   2021Scientific Data152 citations Open access

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3. COVID-FACT: A Fully-Automated Capsule Network-Based Framework for Identification of COVID-19 Cases from Chest CT Scans

   Shahin Heidarian, P. Afshar, Nastaran Enshaei, Farnoosh Naderkhani +7 more

   2020Frontiers in Artificial Intelligence81 citations Open access

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4. COVID-CT-MD: COVID-19 Computed Tomography (CT) Scan Dataset Applicable in Machine Learning and Deep Learning

   P. Afshar, Shahin Heidarian, Nastaran Enshaei, Farnoosh Naderkhani +6 more

   2020arXiv.org53 citations

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5. COVID-rate: an automated framework for segmentation of COVID-19 lesions from chest CT images

   Nastaran Enshaei, A. Oikonomou, M. Rafiee, P. Afshar +4 more

   2022Scientific Reports31 citations Open access

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6. Human-level COVID-19 diagnosis from low-dose CT scans using a two-stage time-distributed capsule network

   P. Afshar, M. Rafiee, Farnoosh Naderkhani, Shahin Heidarian +7 more

   2021Scientific Reports27 citations Open access

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7. Ct-Caps: Feature Extraction-Based Automated Framework for Covid-19 Disease Identification From Chest Ct Scans Using Capsule Networks

   Shahin Heidarian, P. Afshar, Arash Mohammadi, M. Rafiee +3 more

   2020IEEE International Conference on Acoustics, Speech, and Signal Processing27 citations Open access

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8. Multi-Content Time-Series Popularity Prediction with Multiple-Model Transformers in MEC Networks

   Zohreh Hajiakhondi-Meybodi, Arash Mohammadi, Ming Hou, E. Rahimian +3 more

   2022Ad hoc networks21 citations Open access

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9. TEDGE-Caching: Transformer-based Edge Caching Towards 6G Networks

   Z. H. Meybodi, Arash Mohammadi, E. Rahimian, Shahin Heidarian +2 more

   2021ICC 2022 - IEEE International Conference on Communications21 citations Open access

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10. Spatio-Temporal Hybrid Fusion of CAE and SWin Transformers for Lung Cancer Malignancy Prediction

    Sadaf Khademi, Shahin Heidarian, P. Afshar, Farnoosh Naderkhani +3 more

    2022IEEE International Conference on Acoustics, Speech, and Signal Processing17 citations Open access

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11. Hybrid Deep Learning Model For Diagnosis Of Covid-19 Using Ct Scans And Clinical/Demographic Data

    P. Afshar, Shahin Heidarian, Farnoosh Naderkhani, M. Rafiee +3 more

    2021International Conference on Information Photonics9 citations

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12. An Ensemble Learning Framework For Multi-Class Covid-19 Lesion Segmentation From Chest Ct Images

    Nastaran Enshaei, P. Afshar, Shahin Heidarian, Arash Mohammadi +5 more

    2021International Conference on Autonomic and Autonomous Systems8 citations

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13. Lung Nodule Malignancy Classification Integrating Deep and Radiomic Features in a Three-Way Attention-Based Fusion Module

    Sadaf Khademi, Shahin Heidarian, P. Afshar, Arash Mohammadi +4 more

    2025Journal of Imaging4 citations Open access

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14. COVID-Rate: An Automated Framework for Segmentation of COVID-19 Lesions from Chest CT Scans

    Nastaran Enshaei, A. Oikonomou, M. Rafiee, P. Afshar +4 more

    2021arXiv.org4 citations

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15. CAE-Transformer: Transformer-based Model to Predict Invasiveness of Lung Adenocarcinoma Subsolid Nodules from Non-thin Section 3D CT Scans

    Shahin Heidarian, P. Afshar, A. Oikonomou, K. Plataniotis +1 more

    2021arXiv.org4 citations

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16. Robust Automated Framework for COVID-19 Disease Identification from a Multicenter Dataset of Chest CT Scans

    Shahin Heidarian, P. Afshar, Nastaran Enshaei, Farnoosh Naderkhani +6 more

    2021arXiv.org3 citations

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17. Robust framework for COVID-19 identication from a multicenter dataset of chest CT scans

    Sadaf Khademi, Shahin Heidarian, P. Afshar, Nastaran Enshaei +7 more

    2023PLoS ONE1 citations Open access

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18. Robust Framework for COVID-19 Identification from a Multicenter Dataset of Chest CT Scans (preprint)

    Sadaf Khademi, Shahin Heidarian, P. Afshar, Nastaran Enshaei +7 more

    20210 citations

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19. Wso-Caps: Diagnosis Of Lung Infection From Low And Ultra-Lowdose CT Scans Using Capsule Networks And Windowsetting Optimization

    Shahin Heidarian, P. Afshar, Nastaran Enshaei, Farnoosh Naderkhani +6 more

    2021International Conference on Autonomic and Autonomous Systems0 citations

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