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Papers matching “ComBat harmonization” 10

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The Effects of In-Plane Spatial Resolution on CT-Based Radiomic Features’ Stability with and without ComBat Harmonization
2021 Cancers article Medicine Radiomics and Machine Learning in Medical Imaging Open access

Abdalla Ibrahim, Turkey Refaee, Sergey P. Primakov, Bruno Barufaldi, Raymond J. Acciavatti, Renée W. Y. Granzier, +6 more

56

citations
Making Radiomics More Reproducible across Scanner and Imaging Protocol Variations: A Review of Harmonization Methods
2021 Journal of Personalized Medicine article Medicine Radiomics and Machine Learning in Medical Imaging Open access cited by 2 patents

Shruti Atul Mali, Abdalla Ibrahim, Henry C. Woodruff, Vincent Andrearczyk, Henning Müller, Sergey P. Primakov, +3 more

213

citations
CT Reconstruction Kernels and the Effect of Pre- and Post-Processing on the Reproducibility of Handcrafted Radiomic Features
2022 Journal of Personalized Medicine article Medicine Radiomics and Machine Learning in Medical Imaging Open access

Turkey Refaee, Zohaib Salahuddin, Yousif Widaatalla, Sergey P. Primakov, Henry C. Woodruff, Roland Hustinx, +3 more

15

citations
Reproducibility of CT-Based Hepatocellular Carcinoma Radiomic Features across Different Contrast Imaging Phases: A Proof of Concept on SORAMIC Trial Data
2021 Cancers article Medicine Radiomics and Machine Learning in Medical Imaging Open access

Abdalla Ibrahim, Yousif Widaatalla, Turkey Refaee, Sergey P. Primakov, Razvan L. Miclea, Osman Öcal, +8 more

18

citations
A comparison of methods to harmonize cortical thickness measurements across scanners and sites
2022 NeuroImage article Medicine Advanced MRI Techniques and Applications Open access

Delin Sun, Gopalkumar Rakesh, Courtney C. Haswell, Mark Logue, C. Lexi Baird, Erin N. O’Leary, +91 more

52

citations
MaasPenn Radiomics Reproducibility Score: A Novel Quantitative Measure for Evaluating the Reproducibility of CT-Based Handcrafted Radiomic Features
2022 Cancers article Medicine Radiomics and Machine Learning in Medical Imaging Open access

Abdalla Ibrahim, Bruno Barufaldi, Turkey Refaee, Telmo M. Silva Filho, Raymond J. Acciavatti, Zohaib Salahuddin, +4 more

11

citations
Multi-site benchmark classification of major depressive disorder using machine learning on cortical and subcortical measures
2024 Scientific Reports article Medicine Treatment of Major Depression Open access

Tracy Erwin-Grabner, Moji Aghajani, André Alemán, Alyssa R. Amod, Zeynep Başgöze, Francesco Benedetti, +58 more

36

citations
Classification of major depressive disorder using vertex-wise brain sulcal depth, curvature, and thickness with a deep and a shallow learning model
2025 Molecular Psychiatry article Medicine Treatment of Major Depression Open access

Roberto Goya‐Maldonado, Tracy Erwin-Grabner, Ling‐Li Zeng, Christopher R. K. Ching, André Alemán, Alyssa R. Amod, +80 more

4

citations
Image-Based Sexual Abuse and EU Law: A Critical Analysis
2024 German Law Journal article Social Sciences Digitalization, Law, and Regulation Open access

Carlotta Rigotti, Clare M. S. McGlynn, Franziska Benning

14

citations
The application of a workflow integrating the variable reproducibility and harmonizability of radiomic features on a phantom dataset
2021 PLoS ONE article Medicine Radiomics and Machine Learning in Medical Imaging Open access

Abdalla Ibrahim, Turkey Refaee, Ralph T. H. Leijenaar, Sergey P. Primakov, Roland Hustinx, Felix Manuel Mottaghy, +3 more

43

citations

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