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Radiomics and Machine Learning in Medical Imaging Sign in to save
Papers per year
Papers 114
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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
Most active Aachen authors
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Daniel Truhn 8,718 citations overall22 papers
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Felix Manuel Mottaghy 33,749 citations overall15 papers
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Lioe‐Fee de Geus‐Oei 11,683 citations overall15 papers
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Abdalla Ibrahim 2,876 citations overall15 papers
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Floris H. P. van Velden 7,726 citations overall14 papers
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Christiane Katharina Kuhl 30,018 citations overall10 papers
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Karl‐Josef Langen 17,541 citations overall9 papers
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Sven Nebelung 4,101 citations overall9 papers
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Wyanne A. Noortman 205 citations overall9 papers
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Gustav Anton Müller‐Franzes 1,757 citations overall7 papers
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Fabian M. Kiessling 36,195 citations overall6 papers
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Philipp Lohmann 4,260 citations overall6 papers
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Dennis Vriens 1,764 citations overall6 papers
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Robin Gutsche 327 citations overall6 papers
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Nadim Jon Shah 32,216 citations overall5 papers