PET/CT Radiomic Sequencer for Prediction of EGFR and KRAS Mutation Status in NSCLC Patients. - Isaac Shiri; Hassan Maleki; Ghasem Hajianfar; Hamid Abdollahi; Saeed Ashrafinia; Mathieu Hatt; Mehrdad Oveisi; Arman Rahmim (CoRR, 2019)

Next Generation Radiogenomics Sequencing for Prediction of EGFR and KRAS Mutation Status in NSCLC Patients Using Multimodal Imaging and Machine Learning Approaches. - Isaac Shiri; Hassan Maleki; Ghasem Hajianfar; Hamid Abdollahi; Saeed Ashrafinia; Mathieu Hatt; Mehrdad Oveisi; Arman Rahmim (CoRR, 2019)

Non-Invasive MGMT Status Prediction in GBM Cancer Using Magnetic Resonance Images (MRI) Radiomics Features: Univariate and Multivariate Machine Learning Radiogenomics Analysis. - Ghasem Hajianfar; Isaac Shiri; Hassan Maleki; Niki Oveisi; Abbass Haghparast; Hamid Abdollahi; Mehrdad Oveisi (CoRR, 2019)

Non-Invasive Fuhrman Grading of Clear Cell Renal Cell Carcinoma Using Computed Tomography Radiomics Features and Machine Learning. - Mostafa Nazari; Isaac Shiri; Ghasem Hajianfar; Niki Oveisi; Hamid Abdollahi; Mohammad Reza Deevband; Mehrdad Oveisi (CoRR, 2019)

Advanced Automatic Segmentation of Tumors and Survival Prediction in Head and Neck Cancer. - Mohammad R. Salmanpour; Ghasem Hajianfar; Seyed Masoud Rezaeijo; Mohammad Mahdi Ghaemi; Arman Rahmim (HECKTOR@MICCAI, 2021)

Robust identification of Parkinson's disease subtypes using radiomics and hybrid machine learning. - Mohammad R. Salmanpour; Mojtaba Shamsaei; Abdollah Saberi; Ghasem Hajianfar; Hamid Soltanian-Zadeh; Arman Rahmim (Comput. Biol. Medicine, 2021)

Machine learning-based prognostic modeling using clinical data and quantitative radiomic features from chest CT images in COVID-19 patients. - Isaac Shiri; Majid Sorouri; Parham Geramifar; Mostafa Nazari; Mohammad Abdollahi; Yazdan Salimi; Bardia Khosravi; Dariush Askari; Leila Aghaghazvini; Ghasem Hajianfar; Amir Kasaeian; Hamid Abdollahi; et al. (Comput. Biol. Medicine, 2021)

Advanced survival prediction in head and neck cancer using hybrid machine learning systems and radiomics features. - Mohammad R. Salmanpour; Mahdi Hosseinzadeh; Ensiyeh Modiri; Azizeh Akbari; Ghasem Hajianfar; Dariush Askari; Mehdi Fatan; Mehdi Maghsudi; Hanieh Ghaffari; Seyed Masoud Rezaeijo; Mohammad Mahdi Ghaemi; Arman Rahmim (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2022)

Prediction of TNM stage in head and neck cancer using hybrid machine learning systems and radiomics features. - Mohammad R. Salmanpour; Mahdi Hosseinzadeh; Azizeh Akbari; Kasra Borazjani; Kasra Mojallal; Dariush Askari; Ghasem Hajianfar; Seyed Masoud Rezaeijo; Mohammad Mahdi Ghaemi; Amir Hossein Nabizadeh; Arman Rahmim (Computer-Aided Diagnosis, 2022)

Deep Learning and Machine Learning Techniques for Automated PET/CT Segmentation and Survival Prediction in Head and Neck Cancer. - Mohammad R. Salmanpour; Ghasem Hajianfar; Mahdi Hosseinzadeh; Seyed Masoud Rezaeijo; Mohammad Mehdi Hosseini; Ehsanhosein Kalatehjari; Ali Harimi; Arman Rahmim (HECKTOR@MICCAI, 2022)

Multi-modality fusion coupled with deep learning for improved outcome prediction in head and neck cancer. - Arash Javanmardi; Mahdi Hosseinzadeh; Ghasem Hajianfar; Amir Hossein Nabizadeh; Seyed Masoud Rezaeijo; Arman Rahmim; Mohammad R. Salmanpour (Image Processing, 2022)

Non-contrast Cine Cardiac Magnetic Resonance image radiomics features and machine learning algorithms for myocardial infarction detection. - Elham Avard; Isaac Shiri; Ghasem Hajianfar; Hamid Abdollahi; Kiara Rezaei-Kalantari; Golnaz Houshmand; Kianosh Kasani; Ahmad Bitarafan-rajabi; Mohammad Reza Deevband; Mehrdad Oveisi; Habib Zaidi (Comput. Biol. Medicine, 2022)

Impact of feature harmonization on radiogenomics analysis: Prediction of EGFR and KRAS mutations from non-small cell lung cancer PET/CT images. - Isaac Shiri; Mehdi Amini; Mostafa Nazari; Ghasem Hajianfar; Atlas Haddadi Avval; Hamid Abdollahi; Mehrdad Oveisi; Hossein Arabi; Arman Rahmim; Habib Zaidi (Comput. Biol. Medicine, 2022)

COVID-19 prognostic modeling using CT radiomic features and machine learning algorithms: Analysis of a multi-institutional dataset of 14, 339 patients. - Isaac Shiri; Yazdan Salimi; Masoumeh Pakbin; Ghasem Hajianfar; Atlas Haddadi Avval; Amirhossein Sanaat; Shayan Mostafaei; Azadeh Akhavanallaf; Abdollah Saberi; Zahra Mansouri; Dariush Askari; Mohammadreza Ghasemian; et al. (Comput. Biol. Medicine, 2022)

COLI-Net: Deep learning-assisted fully automated COVID-19 lung and infection pneumonia lesion detection and segmentation from chest computed tomography images. - Isaac Shiri; Hossein Arabi; Yazdan Salimi; Amirhossein Sanaat; Azadeh Akhavanallaf; Ghasem Hajianfar; Dariush Askari; Shakiba Moradi; Zahra Mansouri; Masoumeh Pakbin; Saleh Sandoughdaran; Hamid Abdollahi; et al. (Int. J. Imaging Syst. Technol., 2022)

Myocardial Perfusion SPECT Imaging Radiomic Features and Machine Learning Algorithms for Cardiac Contractile Pattern Recognition. - Maziar Sabouri; Ghasem Hajianfar; Zahra Hosseini; Mehdi Amini; Mobin Mohebi; Tahereh Ghaedian; Shabnam Madadi; Fereydoon Rastgou; Mehrdad Oveisi; Ahmad Bitarafan-rajabi; Isaac Shiri; Habib Zaidi (J. Digit. Imaging, 2023)

Left Ventricular Myocardial Dysfunction Evaluation in Thalassemia Patients Using Echocardiographic Radiomic Features and Machine Learning Algorithms. - Haniyeh Taleie; Ghasem Hajianfar; Maziar Sabouri; Mozhgan Parsaee; Golnaz Houshmand; Ahmad Bitarafan-rajabi; Habib Zaidi; Isaac Shiri (J. Digit. Imaging, 2023)

Stable Diffusion Model-Based Scintigraphy Image Synthesis: Data Augmentation Toward Enhanced Multiclass Thyroid Diagnosis. - Ghasem Hajianfar; Maziar Sabouri; Abdollah Saberi Manesh; Soroush Bagheri; Mohsen Arabi; Seyed Rasoul Zakavi; Emran Askari; Ali Rasouli; Azin Asadzadeh; Atena Aghaee; Kourosh Fattahi; Ehsan Bayat; et al. (EUVIP, 2024)

Thyroidiomics: An Automated Pipeline for Segmentation and Classification of Thyroid Pathologies from Scintigraphy Images. - Maziar Sabouri; Shadab Ahamed; Azin Asadzadeh; Atlas Haddadi Avval; Soroush Bagheri; Mohsen Arabi; Seyed Rasoul Zakavi; Emran Askari; Ali Rasouli; Atena Aghaee; Mohaddese Sehati; Fereshteh Yousefirizi; et al. (EUVIP, 2024)

Differentiation of COVID-19 pneumonia from other lung diseases using CT radiomic features and machine learning: A large multicentric cohort study. - Isaac Shiri; Yazdan Salimi; Abdollah Saberi; Masoumeh Pakbin; Ghasem Hajianfar; Atlas Haddadi Avval; Amirhossein Sanaat; Azadeh Akhavanallaf; Shayan Mostafaei; Zahra Mansouri; Dariush Askari; Mohammadreza Ghasemian; et al. (Int. J. Imaging Syst. Technol., 2024)

Impact of harmonization on the reproducibility of MRI radiomic features when using different scanners, acquisition parameters, and image pre-processing techniques: a phantom study. - Ghasem Hajianfar; Seyyed Ali Hosseini; Sara Bagherieh; Mehrdad Oveisi; Isaac Shiri; Habib Zaidi (Medical Biol. Eng. Comput., 2024)

AI-Augmented Thyroid Scintigraphy for Robust Classification. - Maziar Sabouri; Ghasem Hajianfar; Alireza Rafiei Sardouei; Milad Yazdani; Azin Asadzadeh; Soroush Bagheri; Mohsen Arabi; Seyed Rasoul Zakavi; Emran Askari; Atena Aghaee; Dena Shahriari; Habib Zaidi; et al. (CoRR, 2025)