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40 resultsUpdated October 29, 2026
1

Repeatability and reproducibility of MRI-based radiomic features in cervical cancer

Radiotherapy and Oncology 135 (2019)

Sandra Fiset; Mattea L. Welch; Jessica Weiss; Melania Pintilie; Jessica L. Conway; Michael Milosevic; Anthony Fyles; Alberto Traverso; David A. Jaffray; Ur Metser; Jason Xie; Kathy Chai-Zung Han

2

Next-Generation Radiogenomics Sequencing for Prediction of EGFR and KRAS Mutation Status in NSCLC Patients Using Multimodal Imaging and Machine Learning Algorithms

Molecular Imaging and Biology 22(4) (2020)

Isaac Shiri; Hasan Maleki; Ghasem Hajianfar; Hamid Abdollahi; Saeed Ashrafinia; Mathieu Hatt; Habib Zaidi; Mehrdad Oveisi; Arman Rahmim

3

Radiomics for classification of bone mineral loss: A machine learning study

Diagnostic and Interventional Imaging 101(9) (2020)

Sajjad Rastegar; Morteza Rabiei Vaziri; Younes Qasempour; Mohammad Rashid Akhash; Neda Abdalvand; Isaac Shiri; Hamid Abdollahi; Habib Zaidi

4

Machine learning-based radiomic models to predict intensity-modulated radiation therapy response, Gleason score and stage in prostate cancer

La radiologia medica 124(6) (2019)

Hamid Abdollahi; Bahram Mofid; Isaac Shiri; Abolfazl Razzaghdoust; Afshin Saadipoor; Arash Mahdavi; Hassan Maleki Galandooz; Seied Rabi Mahdavi

5

Noninvasive Fuhrman grading of clear cell renal cell carcinoma using computed tomography radiomic features and machine learning

La radiologia medica 125(8) (2020)

Mostafa Nazari; Isaac Shiri; Ghasem Hajianfar; Niki Oveisi; Hamid Abdollahi; Mohammad Reza Deevband; Mehrdad Oveisi; Habib Zaidi

6

Exploring Applications of Radiomics in Magnetic Resonance Imaging of Head and Neck Cancer: A Systematic Review

Frontiers in Oncology 8 (2018)

Amit Jethanandani; Timothy A. Lin; Stefania Volpe; Hesham M. Elhalawani; Abdallah Mohamed; Pei Yang; Clifton David Fuller

7
8

CT imaging markers to improve radiation toxicity prediction in prostate cancer radiotherapy by stacking regression algorithm

La radiologia medica 125(1) (2019)

Shayan Mostafaei; Hamid Abdollahi; Shiva Kazempour Dehkordi; Isaac Shiri; Abolfazl Razzaghdoust; Seyed Hamid Zoljalali Moghaddam; Afshin Saadipoor; Fereshteh Koosha; Susan Cheraghi; Seied Rabi Mahdavi

9

Repeatability of radiomic features in magnetic resonance imaging of glioblastoma: Test–retest and image registration analyses

Medical Physics 47(9) (2020)

Isaac Shiri; Ghasem Hajianfar; Ahmad Sohrabi; Hamid Abdollahi; Sajad P. Shayesteh; Parham Geramifar; Habib Zaidi; Mehrdad Oveisi; Arman Rahmim

10

Gold nanoparticle‐induced sonosensitization enhances the antitumor activity of ultrasound in colon tumor‐bearing mice

Medical Physics 45(9) (2018)

Jaber Beik; Mohammad Bagher Shiran; Ziaeddin Abed; Isaac Shiri; Ali Ghadimi‐Daresajini; Forough Farkhondeh; Habib Ghaznavi; Ali Shakeri‐Zadeh

11

Effects of MRI image normalization techniques in prostate cancer radiomics

Physica Medica 71 (2020)

Lars Johannes Isaksson; Sara Raimondi; Francesca Botta; Matteo Pepa; Simone Giovanni Gugliandolo; Simone Pietro De Angelis; Giulia Marvaso; Giuseppe Petralia; Ottavio DE COBELLI; Sara Gandini; Marta Cremonesi; Federica Cattani; Paul Eugene Summers; Barbara Alicja Jereczek‐Fossa

12

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

Computers in Biology and Medicine 145 (2022)

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; Ehsan Sharifipour; Saleh Sandoughdaran; Ahmad Sohrabi; Elham Sadati; Somayeh Livani; Pooya Iranpour; Shahriar Kolahi; Maziar Khateri; Salar Bijari; Mohammad Reza Atashzar; Sajad P. Shayesteh; Bardia Khosravi; Mohammad Reza Babaei; Elnaz Jenabi; Mohammad Hasanian; Alireza Shahhamzeh; Seyed Yaser Foroghi Ghomi; Abolfazl Mozafari; Arash Teimouri; Fatemeh Movaseghi; Azin Ahmari; Neda Goharpey; Rama Bozorgmehr; Hesamaddin Shirzad‐Aski; Roozbeh Mortazavi; Jalal Karimi; Nazanin Mortazavi; Sima Besharat; Mandana Afsharpad; Hamid Abdollahi; Parham Geramifar; Amir Reza Radmard; Hossein Arabi; Kiara Rezaei‐Kalantari; Mehrdad Oveisi; Arman Rahmim; Habib Zaidi

13

Myocardial Radiomics in Cardiac MRI

American Journal of Roentgenology 214(3) (2019)

Cameron Hassani; Farhood Saremi; Bino Abel Varghese; Vinay Anant Duddalwar

14

Impact of Preprocessing Parameters in Medical Imaging-Based Radiomic Studies: A Systematic Review

Cancers 16(15) (2024)

Valeria Trojani; Maria Chiara Bassi; Laura Verzellesi; Marco Bertolini

15

MRI Radiomic Analysis of IMRT-Induced Bladder Wall Changes in Prostate Cancer Patients: A Relationship with Radiation Dose and Toxicity

Journal of medical imaging and radiation sciences 50(2) (2019)

Hamid Abdollahi; Kiarash Tanha; Bahram Mofid; Abolfazl Razzaghdoust; Afshin Saadipoor; Leila Khalafi; Mohsen Bakhshandeh; Seied Rabi Mahdavi

16

Magnetic resonance imaging radiomic feature analysis of radiation-induced femoral head changes in prostate cancer radiotherapy

Journal of Cancer Research and Therapeutics 15(Suppl 1) (2019)

Hamid Abdollahi; Seied Rabi Mahdavi; Isaac Shiri; Bahram Mofid; Mohsen Bakhshandeh; Kazem Rahmani

17

The stability of oncologic MRI radiomic features and the potential role of deep learning: a review

Physics in Medicine and Biology 67(9) (2022)

Elisa Scalco; Giovanna Rizzo; Alfonso Mastropietro

18

The application of artificial intelligence in the detection of basal cell carcinoma: A systematic review

Journal of the European Academy of Dermatology and Venereology 37(6) (2023)

Yousif Widaatalla; Tom Wolswijk; Fieke Adan; Lisa Maria Hillen; Henry C. Woodruff; Iva Halilaj; Abdalla Ibrahim; Philippe Lambin; Klara Mosterd

19

Machine Learning for Prediction of Recurrence in Parasagittal and Parafalcine Meningiomas: Combined Clinical and MRI Texture Features

Journal of Personalized Medicine 12(4) (2022)

Hsun-Ping Hsieh; Ding-You Wu; Kuo‐Chuan Hung; Sher-Wei Lim; Tai-Yuan Chen; Yang Fan-Chiang; Ching‐Chung Ko

20

Tumor image-derived texture features are associated with CD3 T-cell infiltration status in glioblastoma

Oncotarget 8(60) (2017)

Shivali Narang; Donnie Kim; Sathvik Panambur Aithala; Amy B. Heimberger; Salmaan Ahmed; Dinesh Rao; Ganesh Rao; Arvind U.K. Rao

21

Radiomics, Metabolic, and Molecular MRI for Brain Tumors

Seminars in Neurology 38(01) (2018)

Philipp Kickingereder; Ovidiu C. Andronesi

22

CT Reconstruction Kernels and the Effect of Pre- and Post-Processing on the Reproducibility of Handcrafted Radiomic Features

Journal of Personalized Medicine 12(4) (2022)

Turkey Refaee; Zohaib Salahuddin; Yousif Widaatalla; Sergey P. Primakov; Henry C. Woodruff; Roland Hustinx; Felix Manuel Mottaghy; Abdalla Ibrahim; Philippe Lambin

23

Robustness and reproducibility of radiomics in T2 weighted images from magnetic resonance image guided linear accelerator in a phantom study

Physica Medica 96 (2022)

Mengdi Sun; Ahmad Baiyasi; Xuechun Liu; Xihua Shi; Xu Li; Jian Zhu; Yong Yin; Jiani Hu; Zhenjiang Li; Baosheng Li

24

PET Image Radiomics Feature Variability in Lung Cancer: Impact of Image Segmentation

IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (2021)

Seyyed Ali Hosseini; Ghasem Hajianfar; Isaac Shiri; Habib Zaidi

25

MRI-Based Machine Learning for Prediction of Clinical Outcomes in Primary Central Nervous System Lymphoma

Life 14(10) (2024)

Ching‐Chung Ko; Yan-Lin Liu; Kuo‐Chuan Hung; Cheng-Chun Yang; Sher-Wei Lim; Lee‐Ren Yeh; Jeon‐Hor Chen; Min‐Ying Su

26

PET/CT Radiomic Sequencer for Prediction of EGFR and KRAS Mutation Status in NSCLC Patients

IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (2018)

Isaac Shiri; H. Maleki; G. Hajianfar; H. Abdollahi; S. Ashrafinia; Mostafa Ghelich Oghli; Mathieu Hatt; M. Oveisi; Arman Rahmim

27

Radiographic Image Radiomics Feature Reproducibility: A Preliminary Study on the Impact of Field Size

Journal of medical imaging and radiation sciences 51(1) (2020)

Sajjad Rastegar; Jalal Beigi; Ehsan Saeedi; Isaac Shiri; Younes Qasempour; Mostafa Rezaei; Hamid Abdollahi

28

Survival Prognostic Modeling Using PET/CT Image Radiomics: The Quest for Optimal Approaches

IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (2021)

Mehdi Amini; Ghasem Hajianfar; M. Nazari; Ghazal Mehri-Kakavand; Isaac Shiri; Habib Zaidi

29

Lymphovascular Invasion Prediction in Lung Cancer Using Multi-Segmentation PET Radiomics and Multi-Machine Learning Algorithms

IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (2021)

Seyyed Ali Hosseini; Ghasem Hajianfar; Isaac Shiri; Habib Zaidi

30

Future of Team-based Basic and Translational Science in Radiation Oncology

Seminars in Radiation Oncology 34(4) (2024)

Robert Paul Coppes; Lisanne Vania van Dijk

31

ComBat Harmonization of Image Reconstruction Parameters to Improve the Repeatability of Radiomics Features

IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (2021)

Ghasem Hajianfar; Atlas Haddadi Avval; Maziar Sabouri; Maziar Khateri; Elnaz Jenabi; Parham Geramifar; Mehrdad Oveisi; Isaac Shiri; Habib Zaidi

32

On the Removal of Inter/Intra Observer Variability of PET Radiomics Features

IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (2021)

Isaac Shiri; Mehdi Amini; Ghasem Hajianfar; Atlas Haddadi Avval; Amirhossein Sanaat; Hossein Arabi; Habib Zaidi

33

Histopathological Subtype Phenotype Decoding Using Harmonized PET/CT Image Radiomics Features and Machine Learning

IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (2021)

Zahra Khodabakhshi; Mehdi Amini; Ghasem Hajianfar; Mehrdad Oveisi; Isaac Shiri; Habib Zaidi

34

Lung Cancer Recurrence Prediction Using Radiomics Features of PET Tumor Sub-Volumes and Multi-Machine Learning Algorithms

IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (2021)

Seyyed Ali Hosseini; Ghasem Hajianfar; Isaac Shiri; Habib Zaidi

35

Cardiac Pattern Recognition from SPECT Images Using Machine Learning Algorithms

IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) 18 (2021)

Maziar Sabouri; Ghasem Hajianfar; Mehdi Amini; Zahra Hosseini; Shabnam Madadi; Tahereh Ghaedian; Morteza Ghassed; Fereydon Rastgou; Ahmad Bitarafan‐Rajabi; Isaac Shiri; Habib Zaidi

36

Pathological Prostate Gleason Score Prediction Using MRI Radiomics and Machine Learning Algorithms

IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (2021)

Soroush Bagheri; Ghasem Hajianfar; Abdollah Saberi; Mehrdad Oveisi; Isaac Shiri; Habib Zaidi

37

Holistic MRI-based Prognostic Model Development Using Genomic and Histopathologic Features in Glioblastoma Patients

IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (2021)

Atlas Haddadi Avval; Shayan Mostafaei; Mehrdad Oveisi; Isaac Shiri; Habib Zaidi

38

Prediction of Myocardial Function after Coronary Artery Bypass Graft using Cardiac Magnetic Resonance Imaging Radiomics

IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (2021)

Fatemeh Arian; Atlas Haddadi Avval; Shayan Mostafaei; Zahra Shahbazi; Ahmad Bitarafan‐Rajabi; Kiara Rezaei‐Kalantari; Kianosh Kasani; Zahra Bagherpour; Mehrdad Oveisi; Isaac Shiri; Habib Zaidi