Medical Imaging Technologists in Radiomics Era: An Alice in Wonderland Problem

por ABDOLLAHI, Hamid, SHIRI, Isaac, HEYDARI, Mohammad
Publicado 2019

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

Robust-Deep: A Method for Increasing Brain Imaging Datasets to Improve Deep Learning Models’ Performance and Robustness

por Sanaat, Amirhossein, Shiri, Isaac, Ferdowsi, Sohrab, Arabi, Hossein, Zaidi, Habib
Publicado 2022

Deep learning-assisted ultra-fast/low-dose whole-body PET/CT imaging

por Sanaat, Amirhossein, Shiri, Isaac, Arabi, Hossein, Mainta, Ismini, Nkoulou, René, Zaidi, Habib
Publicado 2021

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

Deep Learning-based Non-rigid Image Registration for High-dose Rate Brachytherapy in Inter-fraction Cervical Cancer

por Salehi, Mohammad, Vafaei Sadr, Alireza, Mahdavi, Seied Rabi, Arabi, Hossein, Shiri, Isaac, Reiazi, Reza
Publicado 2022

Synergistic impact of motion and acquisition/reconstruction parameters on (18)F‐FDG PET radiomic features in non‐small cell lung cancer: Phantom and clinical studies

por Hosseini, Seyyed Ali, Shiri, Isaac, Hajianfar, Ghasem, Bahadorzadeh, Bahador, Ghafarian, Pardis, Zaidi, Habib, Ay, Mohammad Reza
Publicado 2022

Left Ventricular Myocardial Dysfunction Evaluation in Thalassemia Patients Using Echocardiographic Radiomic Features and Machine Learning Algorithms

por Taleie, Haniyeh, Hajianfar, Ghasem, Sabouri, Maziar, Parsaee, Mozhgan, Houshmand, Golnaz, Bitarafan-Rajabi, Ahmad, Zaidi, Habib, Shiri, Isaac
Publicado 2023

Artificial intelligence-driven assessment of radiological images for COVID-19

por Bouchareb, Yassine, Moradi Khaniabadi, Pegah, Al Kindi, Faiza, Al Dhuhli, Humoud, Shiri, Isaac, Zaidi, Habib, Rahmim, Arman
Publicado 2021

Overall Survival Prediction in Renal Cell Carcinoma Patients Using Computed Tomography Radiomic and Clinical Information

por Khodabakhshi, Zahra, Amini, Mehdi, Mostafaei, Shayan, Haddadi Avval, Atlas, Nazari, Mostafa, Oveisi, Mehrdad, Shiri, Isaac, Zaidi, Habib
Publicado 2021

Automatic cardiac evaluations using a deep video object segmentation network

por Sirjani, Nasim, Moradi, Shakiba, Oghli, Mostafa Ghelich, Hosseinsabet, Ali, Alizadehasl, Azin, Yadollahi, Mona, Shiri, Isaac, Shabanzadeh, Ali
Publicado 2022

Application of Patient-Specific Computational Fluid Dynamics in Anomalous Aortic Origin of Coronary Artery: A Systematic Review

por Stark, Anselm W., Giannopoulos, Andreas A., Pugachev, Alexander, Shiri, Isaac, Haeberlin, Andreas, Räber, Lorenz, Obrist, Dominik, Gräni, Christoph
Publicado 2023

Machine learning based readmission and mortality prediction in heart failure patients

por Sabouri, Maziar, Rajabi, Ahmad Bitarafan, Hajianfar, Ghasem, Gharibi, Omid, Mohebi, Mobin, Avval, Atlas Haddadi, Naderi, Nasim, Shiri, Isaac
Publicado 2023

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

Post-revascularization Ejection Fraction Prediction for Patients Undergoing Percutaneous Coronary Intervention Based on Myocardial Perfusion SPECT Imaging Radiomics: a Preliminary...

por Mohebi, Mobin, Amini, Mehdi, Alemzadeh-Ansari, Mohammad Javad, Alizadehasl, Azin, Rajabi, Ahmad Bitarafan, Shiri, Isaac, Zaidi, Habib, Orooji, Mahdi
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

Two-step machine learning to diagnose and predict involvement of lungs in COVID-19 and pneumonia using CT radiomics

por Moradi Khaniabadi, Pegah, Bouchareb, Yassine, Al-Dhuhli, Humoud, Shiri, Isaac, Al-Kindi, Faiza, Moradi Khaniabadi, Bita, Zaidi, Habib, Rahmim, Arman
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

Radiomics predictive modeling from dual-time-point FDG PET K(i) parametric maps: application to chemotherapy response in lymphoma

por Samimi, Rezvan, Shiri, Isaac, Ahmadyar, Yashar, van den Hoff, Jörg, Kamali-Asl, Alireza, Rezaee, Alireza, Yousefirizi, Fereshteh, Geramifar, Parham, Rahmim, Arman
Publicado 2023