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A European Cancer Image Platform Linked to Biological and Health Data for Next-Generation Artificial Intelligence and Precision Medicine in Oncology

Deliverables

Visual identity, project website and EuCanImage video

Visual identity, project website and EuCanImage video

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Publications

Modeling-Based Decision Support System for Radical Prostatectomy Versus External Beam Radiotherapy for Prostate Cancer Incorporating an In Silico Clinical Trial and a Cost-Utility Study.

Author(s): Yvonka van Wijk; Bram Ramaekers; Ben G. L. Vanneste; Iva Halilaj; Cary Oberije; Avishek Chatterjee; Tom Marcelissen; Arthur Jochems; Henry C. Woodruff; Philippe Lambin
Published in: Cancers, 1, 2021, ISSN 2072-6694
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/cancers13112687

Development of a Clinical Decision Support System for Severity Risk Prediction and Triage of COVID-19 Patients at Hospital Admission: an International Multicenter Study

Author(s): Guangyao Wu; Guangyao Wu; Pei Yang; Henry C. Woodruff; Xiangang Rao; Julien Guiot; Anne-Noëlle Frix; Michel Moutschen; Renaud Louis; Li Jiawei; Jing Li; Chenggong Yan; Chenggong Yan; Dan Du; Shengchao Zhao; Yi Ding; Liu Bin; Wenwu Sun; Fabrizio Albarello; Alessandra D'Abramo; Vincenzo Schininà; Emanuele Nicastri; Mariaelena Occhipinti; Giovanni Barisione; Emanuela Barisione; Iva Halilaj; Yuanlia
Published in: European Respiratory Journal, 1, 2020, Page(s) European Respiratory Society, ISSN 0903-1936
Publisher: European Respiratory Society
DOI: 10.1101/2020.05.01.20053413

FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging

Author(s): Lekadir, Karim; Osuala, Richard; Gallin, Catherine; Lazrak, Noussair; Kushibar, Kaisar; Tsakou, Gianna; Aussó, Susanna; Alberich, Leonor Cerdá; Marias, Kostas; Tsiknakis, Manolis; Colantonio, Sara; Papanikolaou, Nickolas; Salahuddin, Zohaib; Woodruff, Henry C; Lambin, Philippe; Martí-Bonmatí, Luis
Published in: Advances in Computer Vision and Pattern Recognition, 1, 2021, ISSN 2191-6586
Publisher: Springer Science + Business Media
DOI: 10.48550/arxiv.2109.09658

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

Author(s): Abdalla Ibrahim; Ralph T.H. Leijenaar; Sergey Primakov; Sergey Primakov; Roland Hustinx; Felix M. Mottaghy; Felix M. Mottaghy; Henry C. Woodruff; Henry C. Woodruff; Andrew D. A. Maidment; Philippe Lambin; Philippe Lambin
Published in: PLoS ONE, 1, 2021, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0251147

A deep look into radiomics

Author(s): Camilla Scapicchio, Michela Gabelloni, Andrea Barucci, Dania Cioni, Luca Saba, Emanuele Neri
Published in: Radiologia Medica, 2021, ISSN 0033-8362
Publisher: Edizioni Minerva Medica
DOI: 10.1007/s11547-021-01389-x

A Review of Generative Adversarial Networks in Cancer Imaging: New Applications, New Solutions

Author(s): Richard Osuala, Kaisar Kushibar, Lidia Garrucho, Akis Linardos, Zuzanna Szafranowska, Stefan Klein, Ben Glocker, Oliver Diaz, Karim Lekadir
Published in: Medical Image Analysis, 2021, ISSN 1361-8415
Publisher: Elsevier BV
DOI: 10.48550/arxiv.2107.09543

A review in radiomics: Making personalized medicine a reality via routine imaging.

Author(s): Julien Guiot; Akshayaa Vaidyanathan; Louis Deprez; Fadila Zerka; Denis Danthine; Anne-Noëlle Frix; Philippe Lambin; Fabio Bottari; Nathan Tsoutzidis; Benjamin Miraglio; Sean Walsh; Wim Vos; Roland Hustinx; Marta Ferreira; Pierre Lovinfosse; Ralph T.H. Leijenaar
Published in: Medicinal Research Reviews, 1, 2021, ISSN 0198-6325
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/med.21846

Making Radiomics More Reproducible across Scanner and Imaging Protocol Variations: A Review of Harmonization Methods

Author(s): Shruti Atul Mali; Abdalla Ibrahim; Henry C. Woodruff; Vincent Andrearczyk; Henning Müller; Sergey Primakov; Zohaib Salahuddin; Avishek Chatterjee; Philippe Lambin
Published in: Journal of Personalized Medicine, 1, 2021, ISSN 2075-4426
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/jpm11090842

Reproducible radiomics through automated machine learning validated on twelve clinical applications

Author(s): M. P. A. Starmans, S. R. van der Voort, T. Phil, M. J. M. Timbergen, M. Vos, G. A. Padmos, W. Kessels, D. Hanff, D. J. Grünhagen, C. Verhoef, S. Sleijfer, M. J. van den Bent, M. Smits, R. S. Dwarkasing, C. J. Els, F. Fiduzi, G. J. L. H. van Leenders, A. Blazevic, J. Hofland, T. Brabander, R. van Gils, G. J. H. Franssen, R. A. Feelders, W. W. de Herder, F. E. Buisman, F. E. J. A. Willemssen, B. Gr
Published in: Medical Image Analysis, 2021, ISSN 1361-8415
Publisher: Elsevier BV
DOI: 10.48550/arxiv.2108.08618

Federated Learning for Multi-Center Imaging Diagnostics: A Study in Cardiovascular Disease.

Author(s): Akis Linardos; Kaisar Kushibar; Sean Walsh; Polyxeni Gkontra; Karim Lekadir
Published in: Scientific Reports 2022, 1, 2022, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.21203/rs.3.rs-688924/v1

Prognostic and Predictive Value of Integrated Qualitative and Quantitative Magnetic Resonance Imaging Analysis in Glioblastoma.

Author(s): Maikel Verduin; Sergey Primakov; Inge Compter; Henry C. Woodruff; Sander M. J. van Kuijk; Bram Ramaekers; Maarten te Dorsthorst; Elles G. M. Revenich; Mark ter Laan; Sjoert A. H. Pegge; Frederick J. A. Meijer; Jan Beckervordersandforth; Ernst-Jan M. Speel; Benno Küsters; Wendy W.J. de Leng; Monique M. Anten; Martijn P. G. Broen; Linda Ackermans; Olaf E. M. G. Schijns; Onno P.M. Teernstra; Koos Ho
Published in: Cancers, 1, 2021, ISSN 2072-6694
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/cancers13040722

Differential Diagnosis and Molecular Stratification of Gastrointestinal Stromal Tumors on CT Images Using a Radiomics Approach

Author(s): M. P. A. Starmans, M. J. M. Timbergen, M. Vos, M. Renckens, D. J. Grünhagen, G. J. L. H. van Leenders, R. S. Dwarkasing, F. E. J. A. Willemssen, W. J. Niessen, C. Verhoef, S. Sleijfer, J. J. Visser, and S. Klein
Published in: Journal of Digital Imaging, 2022, ISSN 0897-1889
Publisher: Springer Verlag
DOI: 10.1007/s10278-022-00590-2

The Erasmus Glioma Database (EGD): Structural MRI scans, WHO 2016 subtypes, and segmentations of 774 patients with glioma

Author(s): S. R. van der Voort, F. Incekara, M. M.J. Wijnenga, G. Kapsas, R. Gahrmann, J. W. Schouten, H. J. Dubbink, A. J. P. E. Vincent, M. J. van den Bent, P. J. French, S. Klein, and M. Smits
Published in: Data in Brief, 2021, ISSN 2352-3409
Publisher: Elsevier BV
DOI: 10.1016/j.dib.2021.107191

Exploratory Radiomic Analysis of Conventional vs. Quantitative Brain MRI: Toward Automatic Diagnosis of Early Multiple Sclerosis.

Author(s): Elizaveta Lavrova; Elizaveta Lavrova; Emilie Lommers; Henry C. Woodruff; Henry C. Woodruff; Avishek Chatterjee; Pierre Maquet; Eric Salmon; Philippe Lambin; Philippe Lambin; Christophe Phillips
Published in: Frontiers in Neuroscience, 1, 2021, ISSN 1662-453X
Publisher: Frontiers Media S.A.
DOI: 10.3389/fnins.2021.679941

Optimization of preoperative lymph node staging in patients with muscle-invasive bladder cancer using radiomics on computed tomography

Author(s): Martijn P. A. Starmans , Li Shen Ho, Fokko Smits, Nick Beije, Inge de Kruijff, Joep J. de Jong, Diederik M. Somford, Egbert R. Boevé, Ed te Slaa, Evelyne C. C. Cauberg, Sjoerd Klaver, Antoine G. van der Heijden, Carl J. Wijburg, Addy C. M. van de Luijtgaarden, Harm H. E. van Melic, Ella Cauffman, Peter de Vries, Rens Jacobs, Wiro J. Niessen, Jacob J. Visser, Stefan Klein, Joost L. Boormans and As
Published in: Journal of Personalized Medicine, 2022, ISSN 2075-4426
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/jpm12050726

Without artificial intelligence, there is no future

Author(s): GUMED Partner
Published in: 2021
Publisher: Modern Healthcare Institute

Announcing the large-scale international EuCanImage Project

Author(s): N/A, Partners EACR
Published in: 2020
Publisher: European Association for Cancer Research

EuCanImage project

Author(s): GUMED Partner
Published in: 2020
Publisher: Medical University of Gdansk

Artificial intelligence in oncology. Will doctors be needed in the future? Debate

Author(s): GUMED Partner
Published in: 2021
Publisher: Hematooncologia.pl

Ordering chaos: artificial intelligence in medicine

Author(s): GUMED Partner
Published in: 2022
Publisher: POLSKA AGENCJA PRASOW

Processing the Data of the Deceased for Scientific Research Purposes: Looking Beyond the GDPR?

Author(s): Pilar Nicolas
Published in: 2021
Publisher: GA4GH GDPR Brief

Papers Published from EuCanImage International Project

Author(s): N/A Partner EACR
Published in: 2021
Publisher: European Association for Cancer Research

What constitutes an ‘international data transfer?’ Recent developments by the EDPB and implications for genomic and health data sharing

Author(s): Mikel Recuero
Published in: 2022
Publisher: GA4GH GDPR Brief