Ultra-low-dose chest CT imaging of COVID-19 patients using a deep residual neural network
Shiri, Isaac, Akhavanallaf, Azadeh, Sanaat, Amirhossein, Salimi, Yazdan, Askari, Dariush, Mansouri, Zahra, Shayesteh, Sajad P., Hasanian, Mohammad, Rezaei-Kalantari, Kiara, Salahshour, Ali, Sandoughdaran, Saleh, Abdollahi, Hamid, Arabi, Hossein, Zaidi, Habib
Published in European radiology (01.03.2021)
Published in European radiology (01.03.2021)
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Journal Article
Deep learning-based fully automated Z-axis coverage range definition from scout scans to eliminate overscanning in chest CT imaging
Salimi, Yazdan, Shiri, Isaac, Akhavanallaf, Azadeh, Mansouri, Zahra, Saberi Manesh, Abdollah, Sanaat, Amirhossein, Pakbin, Masoumeh, Askari, Dariush, Sandoughdaran, Saleh, Sharifipour, Ehsan, Arabi, Hossein, Zaidi, Habib
Published in Insights into imaging (06.11.2021)
Published in Insights into imaging (06.11.2021)
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Journal Article
Machine learning-based prognostic modeling using clinical data and quantitative radiomic features from chest CT images in COVID-19 patients
Shiri, Isaac, Sorouri, Majid, Geramifar, Parham, Nazari, Mostafa, Abdollahi, Mohammad, Salimi, Yazdan, Khosravi, Bardia, Askari, Dariush, Aghaghazvini, Leila, Hajianfar, Ghasem, Kasaeian, Amir, Abdollahi, Hamid, Arabi, Hossein, Rahmim, Arman, Radmard, Amir Reza, Zaidi, Habib
Published in Computers in biology and medicine (01.05.2021)
Published in Computers in biology and medicine (01.05.2021)
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Journal Article
COLI‐Net: Deep learning‐assisted fully automated COVID‐19 lung and infection pneumonia lesion detection and segmentation from chest computed tomography images
Shiri, Isaac, Arabi, Hossein, Salimi, Yazdan, Sanaat, Amirhossein, Akhavanallaf, Azadeh, Hajianfar, Ghasem, Askari, Dariush, Moradi, Shakiba, Mansouri, Zahra, Pakbin, Masoumeh, Sandoughdaran, Saleh, Abdollahi, Hamid, Radmard, Amir Reza, Rezaei‐Kalantari, Kiara, Ghelich Oghli, Mostafa, Zaidi, Habib
Published in International journal of imaging systems and technology (01.01.2022)
Published in International journal of imaging systems and technology (01.01.2022)
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Journal Article
Differential privacy preserved federated learning for prognostic modeling in COVID‐19 patients using large multi‐institutional chest CT dataset
Shiri, Isaac, Salimi, Yazdan, Sirjani, Nasim, Razeghi, Behrooz, Bagherieh, Sara, Pakbin, Masoumeh, Mansouri, Zahra, Hajianfar, Ghasem, Avval, Atlas Haddadi, Askari, Dariush, Ghasemian, Mohammadreza, Sandoughdaran, Saleh, Sohrabi, Ahmad, Sadati, Elham, Livani, Somayeh, Iranpour, Pooya, Kolahi, Shahriar, Khosravi, Bardia, Bijari, Salar, Sayfollahi, Sahar, Atashzar, Mohammad Reza, Hasanian, Mohammad, Shahhamzeh, Alireza, Teimouri, Arash, Goharpey, Neda, Shirzad‐Aski, Hesamaddin, Karimi, Jalal, Radmard, Amir Reza, Rezaei‐Kalantari, Kiara, Oghli, Mostafa Ghelich, Oveisi, Mehrdad, Vafaei Sadr, Alireza, Voloshynovskiy, Slava, Zaidi, Habib
Published in Medical physics (Lancaster) (01.07.2024)
Published in Medical physics (Lancaster) (01.07.2024)
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Journal Article
COVID-19 prognostic modeling using CT radiomic features and machine learning algorithms: Analysis of a multi-institutional dataset of 14,339 patients
Shiri, Isaac, Salimi, Yazdan, Pakbin, Masoumeh, Hajianfar, Ghasem, Avval, Atlas Haddadi, Sanaat, Amirhossein, Mostafaei, Shayan, Akhavanallaf, Azadeh, Saberi, Abdollah, Mansouri, Zahra, Askari, Dariush, Ghasemian, Mohammadreza, Sharifipour, Ehsan, Sandoughdaran, Saleh, Sohrabi, Ahmad, Sadati, Elham, Livani, Somayeh, Iranpour, Pooya, Kolahi, Shahriar, Khateri, Maziar, Bijari, Salar, Atashzar, Mohammad Reza, Shayesteh, Sajad P., Khosravi, Bardia, Babaei, Mohammad Reza, Jenabi, Elnaz, Hasanian, Mohammad, Shahhamzeh, Alireza, Foroghi Ghomi, Seyaed Yaser, Mozafari, Abolfazl, Teimouri, Arash, Movaseghi, Fatemeh, Ahmari, Azin, Goharpey, Neda, Bozorgmehr, Rama, Shirzad-Aski, Hesamaddin, Mortazavi, Roozbeh, Karimi, Jalal, Mortazavi, Nazanin, Besharat, Sima, Afsharpad, Mandana, Abdollahi, Hamid, Geramifar, Parham, Radmard, Amir Reza, Arabi, Hossein, Rezaei-Kalantari, Kiara, Oveisi, Mehrdad, Rahmim, Arman, Zaidi, Habib
Published in Computers in biology and medicine (01.06.2022)
Published in Computers in biology and medicine (01.06.2022)
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Journal Article
Fusion-Based Head and Neck Tumor Segmentation and Survival Prediction Using Robust Deep Learning Techniques and Advanced Hybrid Machine Learning Systems
Fatan, Mehdi, Hosseinzadeh, Mahdi, Askari, Dariush, Sheikhi, Hossein, Rezaeijo, Seyed Masoud, Salmanpour, Mohammad R.
Published in Head and Neck Tumor Segmentation and Outcome Prediction (2022)
Published in Head and Neck Tumor Segmentation and Outcome Prediction (2022)
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Book Chapter
Deep Residual Neural Network-based Standard CT Estimation from Ultra-Low Dose CT Imaging for COVID-19 Patients
Shiri, Isaac, Akhavanallaf, Azadeh, Sanaat, Amirhossein, Salimi, Yazdan, Askari, Dariush, Mansouri, Zahra, Shayesteh, Sajad P., Hasanian, Mohammad, Rezaei-Kalantari, Kiara, Salahshour, Ali, Sandoughdaran, Saleh, Abdollahi, Hamid, Arabi, Hossein, Zaidi, Habib
Published in 2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (31.10.2020)
Published in 2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (31.10.2020)
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Conference Proceeding