Fusion-Based Head and Neck Tumor Segmentation and Survival Prediction Using Robust Deep Learning Techniques and Advanced Hybrid Machine Learning Systems. - Mehdi Fatan; Mahdi Hosseinzadeh; Dariush Askari; Hossein Sheikhi; Seyed Masoud Rezaeijo; Mohammad R. Salmanpour (HECKTOR@MICCAI, 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)

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)

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)