The application of a workflow integrating the variable reproducibility and harmonizability of radiomic features on a phantom dataset.

by Abdalla Ibrahim, Turkey Refaee, Ralph T H Leijenaar, Sergey Primakov, Roland Hustinx, Felix M Mottaghy, Henry C Woodruff, Andrew D A Maidment, Philippe Lambin
Published 2021-01-01

Blockchain for Privacy Preserving and Trustworthy Distributed Machine Learning in Multicentric Medical Imaging (C-DistriM)

by Fadila Zerka, Visara Urovi, Akshayaa Vaidyanathan, Samir Barakat, Ralph T. H. Leijenaar, Sean Walsh, Hanif Gabrani-Juma, Benjamin Miraglio, Henry C. Woodruff, Michel Dumontier, Philippe Lambin
Published 2020-01-01

18F-fluorodeoxyglucose positron-emission tomography (FDG-PET)-Radiomics of metastatic lymph nodes and primary tumor in non-small cell lung cancer (NSCLC) - A prospective externally...

by Sara Carvalho, Ralph T H Leijenaar, Esther G C Troost, Janna E van Timmeren, Cary Oberije, Wouter van Elmpt, Lioe-Fee de Geus-Oei, Johan Bussink, Philippe Lambin
Published 2018-01-01

Radiomics in Lung Diseases Imaging: State-of-the-Art for Clinicians

by Anne-Noëlle Frix, François Cousin, Turkey Refaee, Fabio Bottari, Akshayaa Vaidyanathan, Colin Desir, Wim Vos, Sean Walsh, Mariaelena Occhipinti, Pierre Lovinfosse, Ralph T. H. Leijenaar, Roland Hustinx, Paul Meunier, Renaud Louis, Philippe Lambin, Julien Guiot
Published 2021-06-01

Noninvasive Glioblastoma Testing: Multimodal Approach to Monitoring and Predicting Treatment Response

by Maikel Verduin, Inge Compter, Danny Steijvers, Alida A. Postma, Daniëlle B. P. Eekers, Monique M. Anten, Linda Ackermans, Mark ter Laan, Ralph T. H. Leijenaar, Tineke van de Weijer, Vivianne C. G. Tjan-Heijnen, Ann Hoeben, Marc Vooijs
Published 2018-01-01

Challenges and caveats of a multi-center retrospective radiomics study: an example of early treatment response assessment for NSCLC patients using FDG-PET/CT radiomics.

by Janna E van Timmeren, Sara Carvalho, Ralph T H Leijenaar, Esther G C Troost, Wouter van Elmpt, Dirk de Ruysscher, Jean-Pierre Muratet, Fabrice Denis, Tanja Schimek-Jasch, Ursula Nestle, Arthur Jochems, Henry C Woodruff, Cary Oberije, Philippe Lambin
Published 2019-01-01

Development and Validation of an Automated Radiomic CT Signature for Detecting COVID-19

by Julien Guiot, Akshayaa Vaidyanathan, Louis Deprez, Fadila Zerka, Denis Danthine, Anne-Noëlle Frix, Marie Thys, Monique Henket, Gregory Canivet, Stephane Mathieu, Evanthia Eftaxia, Philippe Lambin, Nathan Tsoutzidis, Benjamin Miraglio, Sean Walsh, Michel Moutschen, Renaud Louis, Paul Meunier, Wim Vos, Ralph T. H. Leijenaar, Pierre Lovinfosse
Published 2021-12-01

Deep learning for the fully automated segmentation of the inner ear on MRI

by Akshayaa Vaidyanathan, Marly F. J. A. van der Lubbe, Ralph T. H. Leijenaar, Marc van Hoof, Fadila Zerka, Benjamin Miraglio, Sergey Primakov, Alida A. Postma, Tjasse D. Bruintjes, Monique A. L. Bilderbeek, Hammer Sebastiaan, Patrick F. M. Dammeijer, Vincent van Rompaey, Henry C. Woodruff, Wim Vos, Seán Walsh, Raymond van de Berg, Philippe Lambin
Published 2021-02-01

A Prospectively Validated Prognostic Model for Patients with Locally Advanced Squamous Cell Carcinoma of the Head and Neck Based on Radiomics of Computed Tomography Images

by Simon A. Keek, Frederik W. R. Wesseling, Henry C. Woodruff, Janita E. van Timmeren, Irene H. Nauta, Thomas K. Hoffmann, Stefano Cavalieri, Giuseppina Calareso, Sergey Primakov, Ralph T. H. Leijenaar, Lisa Licitra, Marco Ravanelli, Kathrin Scheckenbach, Tito Poli, Davide Lanfranco, Marije R. Vergeer, C. René Leemans, Ruud H. Brakenhoff, Frank J. P. Hoebers, Philippe Lambin
Published 2021-06-01