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26 resultsUpdated October 27, 2026
1

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

2

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

3

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 Jaffray; Ur Metser; Jason Xie; Kathy Han

4

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

5

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

6

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

Diagnostic and Interventional Imaging 101(9) (2020)

S. Rastegar; M. Vaziri; Y. Qasempour; M.R. Akhash; N. Abdalvand; I. Shiri; H. Abdollahi; H. Zaidi

7

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 Elhalawani; Abdallah S. R. Mohamed; Pei Yang; Clifton D. Fuller

8

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

Oncotarget 8(60) (2017)

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

9

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 Primakov; Henry C. Woodruff; Roland Hustinx; Felix M. Mottaghy; Abdalla Ibrahim; Philippe Lambin

10

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

11

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

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

I. Shiri; H. Maleki; G. Hajianfar; H. Abdollahi; S. Ashrafinia; M. G. Oghli; M. Hatt; M. Oveisi; A. Rahmim

12

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

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

Elisa Scalco; Giovanna Rizzo; Alfonso Mastropietro

13

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

14

Effects of MRI image normalization techniques in prostate cancer radiomics

Physica Medica 71 (2020)

Lars J. Isaksson; Sara Raimondi; Francesca Botta; Matteo Pepa; Simone G. Gugliandolo; Simone P. De Angelis; Giulia Marvaso; Giuseppe Petralia; Ottavio De Cobelli; Sara Gandini; Marta Cremonesi; Federica Cattani; Paul Summers; Barbara A. Jereczek-Fossa

15

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

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

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

16

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

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

M. Amini; G. Hajianfar; M. Nazari; G. Mehri-Kakavand; I. Shiri; H. Zaidi

17

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

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

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

18

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

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

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

19

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

2021 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

20

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

2021 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

21

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

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

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

22

Cardiac Pattern Recognition from SPECT Images Using Machine Learning Algorithms

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

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

23

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

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

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

24

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

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

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

25

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

2021 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