Isaac Shiri

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 19

Top Topics

Left Ventricular

Machine Learning

Computed Tomography

Top Venues

Journal of digital imaging

European journal of nuclear medicine and molecular imaging

This page only lists publications with an associated author ORCID identifier.

Publications

Fereshteh Yousefirizi, Ivan S Klyuzhin, Joo Hyun O, Sara Harsini, Xin Tie, Isaac Shiri, Muheon Shin, Changhee Lee, Steve Y Cho, Tyler James Bradshaw, Habib Zaidi, François Bénard, Laurie Helen Sehn, Kerry Joane Savage, Christian Steidl, Carlos Felipe Uribe, Xinchi Hou
TMTV-Net: fully automated total metabolic tumor volume segmentation in lymphoma PET/CT images - a multi-center generalizability analysis. European journal of nuclear medicine and molecular imaging 51 (7) (2024)
Fereshteh Yousefirizi, Ivan S Klyuzhin, Joo Hyun O, Sara Harsini, Xin Tie, Isaac Shiri, Muheon Shin, Changhee Lee, Steve Y Cho, Tyler James Bradshaw, Habib Zaidi, François Bénard, Laurie Helen Sehn, Kerry Joane Savage, Christian Steidl, Carlos Felipe Uribe, Xinchi Hou
TMTV-Net: fully automated total metabolic tumor volume segmentation in lymphoma PET/CT images - a multi-center generalizability analysis. European journal of nuclear medicine and molecular imaging (2024)
Fereshteh Yousefirizi, Ivan S Klyuzhin, Joo Hyun O, Sara Harsini, Xin Tie, Isaac Shiri, Muheon Shin, Changhee Lee, Steve Y Cho, Tyler James Bradshaw, Habib Zaidi, François Bénard, Laurie Helen Sehn, Kerry Joane Savage, Christian Steidl, Carlos Felipe Uribe, Xinchi Hou
TMTV-Net: fully automated total metabolic tumor volume segmentation in lymphoma PET/CT images - a multi-center generalizability analysis. European journal of nuclear medicine and molecular imaging 51 (7) (2024)
Amirhosein Toosi, Isaac Shiri, Habib Zaidi, Xinchi Hou
Segmentation-Free Outcome Prediction from Head and Neck Cancer PET/CT Images: Deep Learning-Based Feature Extraction from Multi-Angle Maximum Intensity Projections (MA-MIPs). Cancers 16 (14) (2024)
Philip Whybra, Alexander Zwanenburg, Vincent Andrearczyk, Roger Schaer, Aditya P Apte, Alexandre Ayotte, Bhakti Baheti, Spyridon Bakas, Andrea Bettinelli, Ronald Boellaard, Luca Boldrini, Irène Buvat, Gary J R Cook, Florian Dietsche, Nicola Dinapoli, Hubert Szymon Gabryś, Vicky J Goh, Matthias Guckenberger, Mathieu Hatt, Mahdi Hosseinzadeh, Aditi Iyer, Jacopo Lenkowicz, Mahdi A L Loutfi, Steffen Loeck, Francesca Marturano, Olivier Morin, Christophe Nioche, Fanny Orlhac, Sarthak Pati, Arman Rahmim, Seyed Masoud Rezaeijo, Christopher G Rookyard, Mohammadreza Salmapour, Andreas Schindele, Isaac Shiri, Emiliano Spezi, Stephanie Tanadini-Lang, Florent Tixier, Taman Upadhaya, Vincenzo Valentini, Joost J M van Griethuysen, Fereshteh Yousefirizi, Habib Zaidi, Henning Muller, Martin Vallières, Adrien Depeursinge
The Image Biomarker Standardization Initiative: Standardized Convolutional Filters for Reproducible Radiomics and Enhanced Clinical Insights. Radiology 310 (2) (2024)
Philip Whybra, Alexander Zwanenburg, Vincent Andrearczyk, Roger Schaer, Aditya P Apte, Alexandre Ayotte, Bhakti Baheti, Spyridon Bakas, Andrea Bettinelli, Ronald Boellaard, Luca Boldrini, Irène Buvat, Gary J R Cook, Florian Dietsche, Nicola Dinapoli, Hubert Szymon Gabryś, Vicky J Goh, Matthias Guckenberger, Mathieu Hatt, Mahdi Hosseinzadeh, Aditi Iyer, Jacopo Lenkowicz, Mahdi A L Loutfi, Steffen Loeck, Francesca Marturano, Olivier Morin, Christophe Nioche, Fanny Orlhac, Sarthak Pati, Arman Rahmim, Seyed Masoud Rezaeijo, Christopher G Rookyard, Mohammadreza Salmapour, Andreas Schindele, Isaac Shiri, Emiliano Spezi, Stephanie Tanadini-Lang, Florent Tixier, Taman Upadhaya, Vincenzo Valentini, Joost J M van Griethuysen, Fereshteh Yousefirizi, Habib Zaidi, Henning Muller, Martin Vallières, Adrien Depeursinge
The Image Biomarker Standardization Initiative: Standardized Convolutional Filters for Reproducible Radiomics and Enhanced Clinical Insights. Radiology 310 (2) (2024)
Philip Whybra, Alexander Zwanenburg, Vincent Andrearczyk, Roger Schaer, Aditya P Apte, Alexandre Ayotte, Bhakti Baheti, Spyridon Bakas, Andrea Bettinelli, Ronald Boellaard, Luca Boldrini, Irène Buvat, Gary J R Cook, Florian Dietsche, Nicola Dinapoli, Hubert Szymon Gabryś, Vicky J Goh, Matthias Guckenberger, Mathieu Hatt, Mahdi Hosseinzadeh, Aditi Iyer, Jacopo Lenkowicz, Mahdi A L Loutfi, Steffen Loeck, Francesca Marturano, Olivier Morin, Christophe Nioche, Fanny Orlhac, Sarthak Pati, Arman Rahmim, Seyed Masoud Rezaeijo, Christopher G Rookyard, Mohammadreza Salmapour, Andreas Schindele, Isaac Shiri, Emiliano Spezi, Stephanie Tanadini-Lang, Florent Tixier, Taman Upadhaya, Vincenzo Valentini, Joost J M van Griethuysen, Fereshteh Yousefirizi, Habib Zaidi, Henning Muller, Martin Vallières, Adrien Depeursinge
The Image Biomarker Standardization Initiative: Standardized Convolutional Filters for Reproducible Radiomics and Enhanced Clinical Insights. Radiology 310 (2) (2024)
Amirhosein Toosi, Isaac Shiri, Habib Zaidi, Xinchi Hou
Segmentation-Free Outcome Prediction from Head and Neck Cancer PET/CT Images: Deep Learning-Based Feature Extraction from Multi-Angle Maximum Intensity Projections (MA-MIPs). Cancers 16 (14) (2024)
Philip Whybra, Alexander Zwanenburg, Vincent Andrearczyk, Roger Schaer, Aditya P Apte, Alexandre Ayotte, Bhakti Baheti, Spyridon Bakas, Andrea Bettinelli, Ronald Boellaard, Luca Boldrini, Irène Buvat, Gary J R Cook, Florian Dietsche, Nicola Dinapoli, Hubert Szymon Gabryś, Vicky J Goh, Matthias Guckenberger, Mathieu Hatt, Mahdi Hosseinzadeh, Aditi Iyer, Jacopo Lenkowicz, Mahdi A L Loutfi, Steffen Loeck, Francesca Marturano, Olivier Morin, Christophe Nioche, Fanny Orlhac, Sarthak Pati, Arman Rahmim, Seyed Masoud Rezaeijo, Christopher G Rookyard, Mohammadreza Salmapour, Andreas Schindele, Isaac Shiri, Emiliano Spezi, Stephanie Tanadini-Lang, Florent Tixier, Taman Upadhaya, Vincenzo Valentini, Joost J M van Griethuysen, Fereshteh Yousefirizi, Habib Zaidi, Henning Muller, Martin Vallières, Adrien Depeursinge
The Image Biomarker Standardization Initiative: Standardized Convolutional Filters for Reproducible Radiomics and Enhanced Clinical Insights. Radiology 310 (2) (2024)
Amirhosein Toosi, Isaac Shiri, Habib Zaidi, Xinchi Hou
Segmentation-Free Outcome Prediction from Head and Neck Cancer PET/CT Images: Deep Learning-Based Feature Extraction from Multi-Angle Maximum Intensity Projections (MA-MIPs). Cancers 16 (14) (2024)
Mobin Mohebi, Mehdi Amini, Mohammad Javad Alemzadeh-Ansari, Azin Alizadehasl, Ahmad Bitarafan Rajabi, Isaac Shiri, Habib Zaidi, Mahdi Orooji
Post-revascularization Ejection Fraction Prediction for Patients Undergoing Percutaneous Coronary Intervention Based on Myocardial Perfusion SPECT Imaging Radiomics: a Preliminary Machine Learning Study. Journal of digital imaging (2023)
Isaac Shiri, Mehdi Amini, Fereshteh Yousefirizi, Alireza Vafaei Sadr, Ghasem Hajianfar, Yazdan Salimi, Zahra Mansouri, Elnaz Jenabi, Mehdi Maghsudi, Ismini Charis Mainta, Minerva Becker, Xinchi Hou, Habib Zaidi
Information fusion for fully automated segmentation of head and neck tumors from PET and CT images. Medical physics (2023)
Haniyeh Taleie, Ghasem Hajianfar, Maziar Sabouri, Mozhgan Parsaee, Golnaz Houshmand, Ahmad Bitarafan-Rajabi, Habib Zaidi, Isaac Shiri
Left Ventricular Myocardial Dysfunction Evaluation in Thalassemia Patients Using Echocardiographic Radiomic Features and Machine Learning Algorithms. Journal of digital imaging (2023)
Seyyed Ali Hosseini, Isaac Shiri, Ghasem Hajianfar, Bahador Bahadorzadeh, Pardis Ghafarian, Habib Zaidi, Mohammad Reza Ay
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. Medical physics 49 (6) (2022)
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
Myocardial Perfusion SPECT Imaging Radiomic Features and Machine Learning Algorithms for Cardiac Contractile Pattern Recognition. Journal of digital imaging (2022)
Mohammad Salehi, Alireza Vafaei Sadr, Seied Rabi Mahdavi, Hossein Arabi, Isaac Shiri, Reza Reiazi
Deep Learning-based Non-rigid Image Registration for High-dose Rate Brachytherapy in Inter-fraction Cervical Cancer. Journal of digital imaging (2022)
Fatemeh Arian, Mehdi Amini, Shayan Mostafaei, Kiara Rezaei Kalantari, Atlas Haddadi Avval, Zahra Shahbazi, Kianosh Kasani, Ahmad Bitarafan Rajabi, Saikat Chatterjee, Mehrdad Oveisi, Isaac Shiri, Habib Zaidi
Myocardial Function Prediction After Coronary Artery Bypass Grafting Using MRI Radiomic Features and Machine Learning Algorithms. Journal of digital imaging 35 (6) (2022)
Mehdi Amini, Mostafa Nazari, Isaac Shiri, Ghasem Hajianfar, Mohammad Reza Deevband, Hamid Abdollahi, Hossein Arabi, Xinchi Hou, Habib Zaidi
Multi-level multi-modality (PET and CT) fusion radiomics: prognostic modeling for non-small cell lung carcinoma. Physics in medicine and biology 66 (20) (2021)
Isaac Shiri, Hossein Arabi, Yazdan Salimi, Amirhossein Sanaat, Azadeh Akhavanallaf, Ghasem Hajianfar, Dariush Askari, Shakiba Moradi, Zahra Mansouri, Masoumeh Pakbin, Saleh Sandoughdaran, Hamid Abdollahi, Amir Reza Radmard, Kiara Rezaei-Kalantari, Mostafa Ghelich Oghli, Habib Zaidi
COLI-Net: Deep learning-assisted fully automated COVID-19 lung and infection pneumonia lesion detection and segmentation from chest computed tomography images. International journal of imaging systems and technology 32 (1) (2021)