Papers in Radiomics and Machine Learning in Medical Imaging 96
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Radiomics: from qualitative to quantitative imaging2020 British Journal of Radiology article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Sithin Thulasi Seetha, Turkey Refaee, Relinde I. Y. Lieverse, Renée W. Y. Granzier, Abdalla Ibrahim, Simon Keek, +10 more
384citations -
Making Radiomics More Reproducible across Scanner and Imaging Protocol Variations: A Review of Harmonization Methods2021 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
213citations -
PET/MRI Radiomics in Patients With Brain Metastases2020 Frontiers in Neurology article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Philipp Lohmann, Martin Köcher, Maximillian I. Ruge, Veerle E. R. M. Visser-Vandewalle, Nadim Jon Shah, Gereon R. Fink, +2 more
187citations -
Radiomics feature reproducibility under inter-rater variability in segmentations of CT images2020 Scientific Reports article Medicine Radiomics and Machine Learning in Medical Imaging Open access cited by 1 patent
Christoph Haarburger, Gustav Anton Müller‐Franzes, Leon Weninger, Christiane Katharina Kuhl, Daniel Truhn, Dorit Merhof
136citations -
Structural and functional radiomics for lung cancer2021 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Guangyao Wu, Arthur Jochems, Turkey Refaee, Abdalla Ibrahim, Chenggong Yan, Sebastian Sanduleanu, +2 more
136citations -
Incorporating radiomics into clinical trials: expert consensus endorsed by the European Society of Radiology on considerations for data-driven compared to biologically driven quantitative biomarkers2021 European Radiology article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Laure S Fournier, Lena I. Costaridou, Luc M. Bidaut, Nicolas Michoux, Frederic E. Lecouvet, Lioe‐Fee de Geus‐Oei, +28 more
114citations -
Outcome prediction of head and neck squamous cell carcinoma by MRI radiomic signatures2020 European Radiology article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Steven W. Mes, Floris H. P. van Velden, Boris Peltenburg, Carel F.W. Peeters, Dennis E. te Beest, Mark A. van de Wiel, +10 more
97citations -
MRI-based radiomics in breast cancer: feature robustness with respect to inter-observer segmentation variability2020 Scientific Reports article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Renée W. Y. Granzier, N. M. H. Verbakel, Abdalla Ibrahim, Janita E. van Timmeren, Thiemo J. A. van Nijnatten, Ralph T. H. Leijenaar, +3 more
88citations -
Correction to: Incorporating radiomics into clinical trials: expert consensus endorsed by the European Society of Radiology on considerations for data-driven compared to biologically driven quantitative biomarkers2021 European Radiology erratum Medicine Radiomics and Machine Learning in Medical Imaging Open access
Laure S Fournier, Lena I. Costaridou, Luc M. Bidaut, Nicolas Michoux, Frederic E. Lecouvet, Lioe‐Fee de Geus‐Oei, +27 more
61citations -
Facts and Hopes on the Use of Artificial Intelligence for Predictive Immunotherapy Biomarkers in Cancer2022 Clinical Cancer Research article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Narmin Ghaffari Laleh, Marta Ligero, Raquel Pérez-López, Jakob Nikolas Kather
56citations -
Sources of variation in multicenter rectal MRI data and their effect on radiomics feature reproducibility2021 European Radiology article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Niels W. Schurink, Simon Robert van Kranen, Sander Roberti, Joost J. M. van Griethuysen, Nino Bogveradze, Francesca Castagnoli, +12 more
52citations -
MRI-Based Radiomics Analysis for the Pretreatment Prediction of Pathologic Complete Tumor Response to Neoadjuvant Systemic Therapy in Breast Cancer Patients: A Multicenter Study
Renée W. Y. Granzier, Abdalla Ibrahim, Sergey P. Primakov, Sanaz Samiei, Thiemo J. A. van Nijnatten, Maaike de Boer, +7 more
42citations -
A non-invasive, automated diagnosis of Menière’s disease using radiomics and machine learning on conventional magnetic resonance imaging: A multicentric, case-controlled feasibility study2021 La radiologia medica article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Marly F. J. A. van der Lubbe, Akshayaa Vaidyanathan, Marjolein de Wit, Elske L. van den Burg, Alida Annechien Postma, Tjasse Doewe Bruintjes, +7 more
36citations