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Radiomics: from qualitative to quantitative imaging
W Rogers, S Thulasi Seetha, TAG Refaee, RIY Lieverse, RWY Granzier, ...
The British journal of radiology 93 (1108), 20190948, 2020
2162020
Radiomics for precision medicine: Current challenges, future prospects, and the proposal of a new framework
A Ibrahim, S Primakov, M Beuque, HC Woodruff, I Halilaj, G Wu, T Refaee, ...
Methods 188, 20-29, 2021
1682021
Deep learning in fracture detection: a narrative review
PHS Kalmet, S Sanduleanu, S Primakov, G Wu, A Jochems, T Refaee, ...
Acta orthopaedica 91 (2), 215-220, 2020
1202020
Decision support systems in oncology
S Walsh, EEC de Jong, JE van Timmeren, A Ibrahim, I Compter, ...
JCO clinical cancer informatics 3, 1-9, 2019
1182019
Diagnosis of invasive lung adenocarcinoma based on chest CT radiomic features of part-solid pulmonary nodules: a multicenter study
G Wu, HC Woodruff, J Shen, T Refaee, S Sanduleanu, A Ibrahim, ...
Radiology 297 (2), 451-458, 2020
922020
Structural and functional radiomics for lung cancer
G Wu, A Jochems, T Refaee, A Ibrahim, C Yan, S Sanduleanu, ...
European Journal of Nuclear Medicine and Molecular Imaging 48, 3961-3974, 2021
612021
Radiomics analysis for clinical decision support in nuclear medicine
A Ibrahim, M Vallieres, H Woodruff, S Primakov, M Beheshti, S Keek, ...
Seminars in nuclear medicine 49 (5), 438-449, 2019
572019
Radiomics in lung diseases imaging: state-of-the-art for clinicians
AN Frix, F Cousin, T Refaee, F Bottari, A Vaidyanathan, C Desir, W Vos, ...
Journal of Personalized Medicine 11 (7), 602, 2021
522021
The effects of in-plane spatial resolution on CT-based radiomic features’ stability with and without ComBat harmonization
A Ibrahim, T Refaee, S Primakov, B Barufaldi, RJ Acciavatti, ...
Cancers 13 (8), 1848, 2021
422021
The emerging role of radiomics in COPD and lung cancer
G Wu, A Ibrahim, I Halilaj, RTH Leijenaar, W Rogers, HA Gietema, ...
Respiration 99 (2), 99-107, 2020
392020
The application of a workflow integrating the variable reproducibility and harmonizability of radiomic features on a phantom dataset
A Ibrahim, T Refaee, RTH Leijenaar, S Primakov, R Hustinx, FM Mottaghy, ...
PLoS One 16 (5), e0251147, 2021
332021
Preoperative CT-based radiomics combined with intraoperative frozen section is predictive of invasive adenocarcinoma in pulmonary nodules: a multicenter study
G Wu, HC Woodruff, S Sanduleanu, T Refaee, A Jochems, R Leijenaar, ...
European radiology 30, 2680-2691, 2020
262020
Diagnosis of idiopathic pulmonary fibrosis in high-resolution computed tomography scans using a combination of handcrafted radiomics and deep learning
T Refaee, Z Salahuddin, AN Frix, C Yan, G Wu, HC Woodruff, H Gietema, ...
Frontiers in medicine 9, 915243, 2022
112022
Reproducibility of CT-based hepatocellular carcinoma radiomic features across different contrast imaging phases: A proof of concept on SORAMIC trial data
A Ibrahim, Y Widaatalla, T Refaee, S Primakov, RL Miclea, O Oecal, ...
Cancers 13 (18), 4638, 2021
92021
Reply to Orlhac, F.; Buvat, I. Comment on “Ibrahim et al. The Effects of In-Plane Spatial Resolution on CT-Based Radiomic Features’ Stability with and without ComBat …
A Ibrahim, T Refaee, S Primakov, B Barufaldi, RJ Acciavatti, ...
Cancers 13 (12), 3080, 2021
72021
CT reconstruction kernels and the effect of pre-and post-processing on the reproducibility of handcrafted radiomic features
T Refaee, Z Salahuddin, Y Widaatalla, S Primakov, HC Woodruff, ...
Journal of Personalized Medicine 12 (4), 553, 2022
62022
A systematic review of the relationship between chest CT severity score and laboratory findings and clinical parameters in COVID-19 pneumonia
NA Majrashi, RA Alhulaibi, IH Nammazi, MH Alqasi, AS Alyami, ...
Diagnostics 13 (13), 2223, 2023
52023
Deep learning based identification of bone scintigraphies containing metastatic bone disease foci
A Ibrahim, A Vaidyanathan, S Primakov, F Belmans, F Bottari, T Refaee, ...
Cancer Imaging 23 (1), 12, 2023
52023
A handcrafted radiomics-based model for the diagnosis of usual interstitial pneumonia in patients with idiopathic pulmonary fibrosis
T Refaee, B Bondue, G Van Simaeys, G Wu, C Yan, HC Woodruff, ...
Journal of Personalized Medicine 12 (3), 373, 2022
52022
MaasPenn radiomics reproducibility score: A novel quantitative measure for evaluating the reproducibility of CT-based handcrafted radiomic features
A Ibrahim, B Barufaldi, T Refaee, TM Silva Filho, RJ Acciavatti, ...
Cancers 14 (7), 1599, 2022
42022
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