Papers in Radiomics and Machine Learning in Medical Imaging 180
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Medical Image Segmentation Review: The Success of U-Net2024 IEEE Transactions on Pattern Analysis and Machine Intelligence article Medicine Radiomics and Machine Learning in Medical Imaging cited by 1 patent
Reza Azad, Ehsan Khodapanah Aghdam, Amelie Rauland, Yiwei Jia, Atlas Haddadi Avval, Afshin Bozorgpour, +4 more
922citations -
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 -
Multistain deep learning for prediction of prognosis and therapy response in colorectal cancer2023 Nature Medicine article Medicine Radiomics and Machine Learning in Medical Imaging cited by 1 patent
Sebastian Foersch, Christina Glasner, Ann-Christin Woerl, Markus Eckstein, Daniel‐Christoph Wagner, Stefan Schulz, +11 more
269citations -
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 -
Automated detection and segmentation of non-small cell lung cancer computed tomography images2022 Nature Communications article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Sergey P. Primakov, Abdalla Ibrahim, Janita E. van Timmeren, Guangyao Wu, Simon Keek, Manon P. L. Beuque, +16 more
146citations -
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
135citations -
BIAS: Transparent reporting of biomedical image analysis challenges2020 Veřejné služby Informačního systému (Masarykiana Brunensis Universitas) article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Lena Maier‐Hein, Annika Reinke, Anne Louise Martel, Pierre Jannin, Bram van Ginneken, Annette Kopp‐Schneider, +1 more
133citations -
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
87citations -
Deep learning identifies inflamed fat as a risk factor for lymph node metastasis in early colorectal cancer2021 The Journal of Pathology article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Scarlet Fiona Brockmoeller, Amelie Echle, Narmin Ghaffari Laleh, Susanne Eiholm, Marie Louise Malmstrøm, Tine Plato Kühlmann, +11 more
81citations -
Overcoming data scarcity in biomedical imaging with a foundational multi-task model2024 Nature Computational Science article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Till Nicke, Henning Höfener, Annkristin Lange, Dorit Merhof, Friedrich Feuerhake, Volkmar Schulz, +2 more
73citations -
Implementation of eHealth and AI integrated diagnostics with multidisciplinary digitized data: are we ready from an international perspective?2020 European Radiology article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Mark Bukowski, Róbert Farkas, Oya Beyan, Lorna Moll, Horst Karl Hahn, Fabian M. Kiessling, +1 more
70citations -
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
57citations