Computational methods for metastasis detection in lymph nodes and characterization of the metastasis-free lymph node microarchitecture: A systematic-narrative hybrid review by Elzbieta Budginaite, Derek R. Magee, Maximilian Kloft, Henry C. Woodruff, Heike I. Grabsch

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Exploratory Radiomic Analysis of Conventional vs. Quantitative Brain MRI: Toward Automatic Diagnosis of Early Multiple Sclerosis by Elizaveta Lavrova, Elizaveta Lavrova, Emilie Lommers, Emilie Lommers, Henry C. Woodruff, Henry C. Woodruff, Avishek Chatterjee, Pierre Maquet, Pierre Maquet, Eric Salmon, Philippe Lambin, Philippe Lambin, Christophe Phillips, Christophe Phillips

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Prognostic models for colorectal cancer recurrence using carcinoembryonic antigen measurements by Nastaran Mohammadian Rad, Odin Sosef, Jord Seegers, Laura J. E. R. Koolen, Julie J. W. A. Hoofwijk, Henry C. Woodruff, Henry C. Woodruff, Ton A. G. M. Hoofwijk, Meindert Sosef, Philippe Lambin

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Diagnosis of Idiopathic Pulmonary Fibrosis in High-Resolution Computed Tomography Scans Using a Combination of Handcrafted Radiomics and Deep Learning by Turkey Refaee, Turkey Refaee, Zohaib Salahuddin, Anne-Noelle Frix, Chenggong Yan, Chenggong Yan, Guangyao Wu, Henry C. Woodruff, Henry C. Woodruff, Hester Gietema, Paul Meunier, Renaud Louis, Julien Guiot, Philippe Lambin, Philippe Lambin

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Predicting Adverse Radiation Effects in Brain Tumors After Stereotactic Radiotherapy With Deep Learning and Handcrafted Radiomics by Simon A. Keek, Manon Beuque, Sergey Primakov, Henry C. Woodruff, Henry C. Woodruff, Avishek Chatterjee, Janita E. van Timmeren, Martin Vallières, Martin Vallières, Lizza E. L. Hendriks, Johannes Kraft, Johannes Kraft, Nicolaus Andratschke, Steve E. Braunstein, Olivier Morin, Philippe Lambin, Philippe Lambin

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Perceptual super-resolution in multiple sclerosis MRI by Diana L. Giraldo, Diana L. Giraldo, Diana L. Giraldo, Hamza Khan, Hamza Khan, Hamza Khan, Gustavo Pineda, Zhihua Liang, Zhihua Liang, Alfonso Lozano-Castillo, Bart Van Wijmeersch, Henry C. Woodruff, Henry C. Woodruff, Philippe Lambin, Philippe Lambin, Eduardo Romero, Liesbet M. Peeters, Liesbet M. Peeters, Jan Sijbers, Jan Sijbers

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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

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Development of Clinical Radiomics-Based Models to Predict Survival Outcome in Pancreatic Ductal Adenocarcinoma: A Multicenter Retrospective Study by Ayoub Mokhtari, Roberto Casale, Zohaib Salahuddin, Zelda Paquier, Thomas Guiot, Henry C. Woodruff, Philippe Lambin, Jean-Luc Van Laethem, Alain Hendlisz, Maria Antonietta Bali

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Automated detection and delineation of lymph nodes in haematoxylin & eosin stained digitised slides by Manon Beuque, Derek R. Magee, Avishek Chatterjee, Henry C. Woodruff, Ruth E. Langley, William Allum, Matthew G. Nankivell, David Cunningham, Philippe Lambin, Heike I. Grabsch

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UR-CarA-Net: A Cascaded Framework With Uncertainty Regularization for Automated Segmentation of Carotid Arteries on Black Blood MR Images by Elizaveta Lavrova, Zohaib Salahuddin, Henry C. Woodruff, Mohamed Kassem, Robin Camarasa, Anja G. Der Van Kolk, Paul J. Nederkoorn, Daniel Bos, Jeroen Hendrikse, M. Eline Kooi, Philippe Lambin

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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

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Deep learning based identification of bone scintigraphies containing metastatic bone disease foci by Abdalla Ibrahim, Akshayaa Vaidyanathan, Sergey Primakov, Flore Belmans, Fabio Bottari, Turkey Refaee, Pierre Lovinfosse, Alexandre Jadoul, Celine Derwael, Fabian Hertel, Henry C. Woodruff, Helle D. Zacho, Sean Walsh, Wim Vos, Mariaelena Occhipinti, François-Xavier Hanin, Philippe Lambin, Felix M. Mottaghy, Roland Hustinx

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A clinically relevant computed tomography (CT) radiomics strategy for intracranial rodent brain tumour monitoring by Kate Connor, Emer Conroy, Kieron White, Liam P. Shiels, Simon Keek, Abdalla Ibrahim, William M. Gallagher, Kieron J. Sweeney, James Clerkin, David O’Brien, Jane B. Cryan, Philip J. O’Halloran, Josephine Heffernan, Francesca Brett, Philippe Lambin, Henry C. Woodruff, Annette T. Byrne

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Correction: Computed tomography-derived radiomic signature of head and neck squamous cell carcinoma (peri)tumoral tissue for the prediction of locoregional recurrence and distant m... by Simon Keek, Sebastian Sanduleanu, Frederik Wesseling, Reinout de Roest, Michiel van den Brekel, Martijn van der Heijden, Conchita Vens, Calareso Giuseppina, Lisa Licitra, Kathrin Scheckenbach, Marije Vergeer, C René Leemans, Ruud H Brakenhoff, Irene Nauta, Stefano Cavalieri, Henry C Woodruff, Tito Poli, Ralph Leijenaar, Frank Hoebers, Philippe Lambin

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Identification of microRNAs in skeletal muscle associated with lung cancer cachexia by Wouter R.P.H. van deWorp, Annemie M.W.J. Schols, Anne‐Marie C. Dingemans, Céline M.H. Op den Kamp, Juliette H.R.J. Degens, Marco C.J.M. Kelders, Susan Coort, Henry C. Woodruff, Gueorqui Kratassiouk, Annick Harel‐Bellan, Jan Theys, Ardy vanHelvoort, Ramon C.J. Langen

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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

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Investigation of the added value of CT-based radiomics in predicting the development of brain metastases in patients with radically treated stage III NSCLC by Simon A. Keek, Esma Kayan, Avishek Chatterjee, José S. A. Belderbos, Gerben Bootsma, Ben van den Borne, Anne-Marie C. Dingemans, Hester A. Gietema, Harry J. M. Groen, Judith Herder, Cordula Pitz, John Praag, Dirk De Ruysscher, Janna Schoenmaekers, Hans J. M. Smit, Jos Stigt, Marcel Westenend, Haiyan Zeng, Henry C. Woodruff, Philippe Lambin, Lizza Hendriks

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Automated detection and segmentation of non-small cell lung cancer computed tomography images by Sergey P. Primakov, Abdalla Ibrahim, Janita E. van Timmeren, Guangyao Wu, Simon A. Keek, Manon Beuque, Renée W. Y. Granzier, Elizaveta Lavrova, Madeleine Scrivener, Sebastian Sanduleanu, Esma Kayan, Iva Halilaj, Anouk Lenaers, Jianlin Wu, René Monshouwer, Xavier Geets, Hester A. Gietema, Lizza E. L. Hendriks, Olivier Morin, Arthur Jochems, Henry C. Woodruff, Philippe Lambin

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