Real-time, acquisition parameter-free voxel-wise patient-specific Monte Carlo dose reconstruction in whole-body CT scanning using deep neural networks

por Salimi, Yazdan, Akhavanallaf, Azadeh, Mansouri, Zahra, Shiri, Isaac, Zaidi, Habib
Publicado 2023

Deep‐TOF‐PET: Deep learning‐guided generation of time‐of‐flight from non‐TOF brain PET images in the image and projection domains

por Sanaat, Amirhossein, Akhavanalaf, Azadeh, Shiri, Isaac, Salimi, Yazdan, Arabi, Hossein, Zaidi, Habib
Publicado 2022

Fully automated accurate patient positioning in computed tomography using anterior–posterior localizer images and a deep neural network: a dual-center study

por Salimi, Yazdan, Shiri, Isaac, Akavanallaf, Azadeh, Mansouri, Zahra, Arabi, Hossein, Zaidi, Habib
Publicado 2023

An update on computational anthropomorphic anatomical models

por Akhavanallaf, Azadeh, Fayad, Hadi, Salimi, Yazdan, Aly, Antar, Kharita, Hassan, Al Naemi, Huda, Zaidi, Habib
Publicado 2022

Potential advantages of FDG‐PET radiomic feature map for target volume delineation in lung cancer radiotherapy

por Falahatpour, Zahra, Geramifar, Parham, Mahdavi, Seyed Rabie, Abdollahi, Hamid, Salimi, Yazdan, Nikoofar, Alireza, Ay, Mohammad Reza
Publicado 2022

Artificial Intelligence–Driven Single-Shot PET Image Artifact Detection and Disentanglement: Toward Routine Clinical Image Quality Assurance

por Shiri, Isaac, Salimi, Yazdan, Hervier, Elsa, Pezzoni, Agathe, Sanaat, Amirhossein, Mostafaei, Shayan, Rahmim, Arman, Mainta, Ismini, Zaidi, Habib
Publicado 2023

High-dimensional multinomial multiclass severity scoring of COVID-19 pneumonia using CT radiomics features and machine learning algorithms

por Shiri, Isaac, Mostafaei, Shayan, Haddadi Avval, Atlas, Salimi, Yazdan, Sanaat, Amirhossein, Akhavanallaf, Azadeh, Arabi, Hossein, Rahmim, Arman, Zaidi, Habib
Publicado 2022

A cycle-consistent adversarial network for brain PET partial volume correction without prior anatomical information

por Sanaat, Amirhossein, Shooli, Hossein, Böhringer, Andrew Stephen, Sadeghi, Maryam, Shiri, Isaac, Salimi, Yazdan, Ginovart, Nathalie, Garibotto, Valentina, Arabi, Hossein, Zaidi, Habib
Publicado 2023

Predictive value of (99m)Tc-MAA-based dosimetry in personalized (90)Y-SIRT planning for liver malignancies

por Riveira-Martin, Mercedes, Akhavanallaf, Azadeh, Mansouri, Zahra, Bianchetto Wolf, Nicola, Salimi, Yazdan, Ricoeur, Alexis, Mainta, Ismini, Garibotto, Valentina, López Medina, Antonio, Zaidi, Habib
Publicado 2023

Machine learning-based diagnosis and risk classification of coronary artery disease using myocardial perfusion imaging SPECT: A radiomics study

por Amini, Mehdi, Pursamimi, Mohamad, Hajianfar, Ghasem, Salimi, Yazdan, Saberi, Abdollah, Mehri-Kakavand, Ghazal, Nazari, Mostafa, Ghorbani, Mahdi, Shalbaf, Ahmad, Shiri, Isaac, Zaidi, Habib
Publicado 2023

Deep learning-based fully automated Z-axis coverage range definition from scout scans to eliminate overscanning in chest CT imaging

por 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
Publicado 2021

Decentralized collaborative multi-institutional PET attenuation and scatter correction using federated deep learning

por Shiri, Isaac, Vafaei Sadr, Alireza, Akhavan, Azadeh, Salimi, Yazdan, Sanaat, Amirhossein, Amini, Mehdi, Razeghi, Behrooz, Saberi, Abdollah, Arabi, Hossein, Ferdowsi, Sohrab, Voloshynovskiy, Slava, Gündüz, Deniz, Rahmim, Arman, Zaidi, Habib
Publicado 2022

Ultra-low-dose chest CT imaging of COVID-19 patients using a deep residual neural network

por 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
Publicado 2020

Machine learning-based prognostic modeling using clinical data and quantitative radiomic features from chest CT images in COVID-19 patients

por 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
Publicado 2021

COLI‐Net: Deep learning‐assisted fully automated COVID‐19 lung and infection pneumonia lesion detection and segmentation from chest computed tomography images

por 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
Publicado 2021

Differential privacy preserved federated transfer learning for multi-institutional (68)Ga-PET image artefact detection and disentanglement

por Shiri, Isaac, Salimi, Yazdan, Maghsudi, Mehdi, Jenabi, Elnaz, Harsini, Sara, Razeghi, Behrooz, Mostafaei, Shayan, Hajianfar, Ghasem, Sanaat, Amirhossein, Jafari, Esmail, Samimi, Rezvan, Khateri, Maziar, Sheikhzadeh, Peyman, Geramifar, Parham, Dadgar, Habibollah, Bitrafan Rajabi, Ahmad, Assadi, Majid, Bénard, François, Vafaei Sadr, Alireza, Voloshynovskiy, Slava, Mainta, Ismini, Uribe, Carlos, Rahmim, Arman, Zaidi, Habib
Publicado 2023

COVID-19 prognostic modeling using CT radiomic features and machine learning algorithms: Analysis of a multi-institutional dataset of 14,339 patients

por 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
Publicado 2022