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Author/Creator Deist, Timo M.

1. Distributed learning on 20 000+ lung cancer patients – The Personal Health Train. (March 2020)

Authors:
Deist, Timo M.; Dankers, Frank J.W.M.; Ojha, Priyanka; Scott Marshall, M.; Janssen, Tomas; Faivre-Finn, Corinne; Masciocchi, Carlotta; Valentini, Vincenzo; Wang, Jiazhou; Chen, Jiayan; Zhang, Zhen; Spezi, Emiliano; Button, Mick; Jan Nuyttens, Joost; Vernhout, René; van Soest, Johan; Jochems, Arth...
Journal:
Radiotherapy and oncology
Issue:
Volume 144(2020)
Page Start:
189
Record Type:
Journal Article
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2. Distributed learning: Developing a predictive model based on data from multiple hospitals without data leaving the hospital – A real life proof of concept. Issue 3 (December 2016)

Authors:
Jochems, Arthur; Deist, Timo M.; van Soest, Johan; Eble, Michael; Bulens, Paul; Coucke, Philippe; Dries, Wim; Lambin, Philippe; Dekker, Andre
Journal:
Radiotherapy and oncology
Issue:
Volume 121:Issue 3(2016:Dec.)
Page Start:
459
Record Type:
Journal Article
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3. Erratum: "Machine learning algorithms for outcome prediction in (chemo)radiotherapy: An empirical comparison of classifiers" [Med. Phys. 45 (7), 3449‐3459 (2018)]. Issue 2 (7th January 2019)

Authors:
Deist, Timo M.; Dankers, Frank J. W. M.; Valdes, Gilmer; Wijsman, Robin; Hsu, I‐Chow; Oberije, Cary; Lustberg, Tim; van Soest, Johan; Hoebers, Frank; Jochems, Arthur; El Naqa, Issam; Wee, Leonard; Morin, Olivier; Raleigh, David R.; Bots, Wouter; Kaanders, Johannes H.; Belderbos, José; Kwint, Marg...
Journal:
Medical physics
Issue:
Volume 46:Issue 2(2019)
Page Start:
1080
Record Type:
Journal Article
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4. Infrastructure and distributed learning methodology for privacy-preserving multi-centric rapid learning health care: euroCAT. (June 2017)

Authors:
Deist, Timo M.; Jochems, A.; van Soest, Johan; Nalbantov, Georgi; Oberije, Cary; Walsh, Seán; Eble, Michael; Bulens, Paul; Coucke, Philippe; Dries, Wim; Dekker, Andre; Lambin, Philippe
Journal:
Clinical and translational radiation oncology
Issue:
Volume 4(2017)
Page Start:
24
Record Type:
Journal Article
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5. Machine learning algorithms for outcome prediction in (chemo)radiotherapy: An empirical comparison of classifiers. Issue 7 (13th June 2018)

Authors:
Deist, Timo M.; Dankers, Frank J. W. M.; Valdes, Gilmer; Wijsman, Robin; Hsu, I‐Chow; Oberije, Cary; Lustberg, Tim; van Soest, Johan; Hoebers, Frank; Jochems, Arthur; El Naqa, Issam; Wee, Leonard; Morin, Olivier; Raleigh, David R.; Bots, Wouter; Kaanders, Johannes H.; Belderbos, José; Kwint, Marg...
Journal:
Medical physics
Issue:
Volume 45:Issue 7(2018)
Page Start:
3449
Record Type:
Journal Article
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6. Modern clinical research: How rapid learning health care and cohort multiple randomised clinical trials complement traditional evidence based medicine. (21st October 2015)

Authors:
Lambin, Philippe; Zindler, Jaap; Vanneste, Ben; van de Voorde, Lien; Jacobs, Maria; Eekers, Daniëlle; Peerlings, Jurgen; Reymen, Bart; Larue, Ruben T. H. M.; Deist, Timo M.; de Jong, Evelyn E. C.; Even, Aniek J. G.; Berlanga, Adriana J.; Roelofs, Erik; Cheng, Qing; Carvalho, Sara; Leijenaar, Ralp...
Journal:
Acta oncologica
Issue:
Volume 54:Number 9(2015)
Page Start:
1289
Record Type:
Journal Article
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Available online (eLD content is only available in our Reading Rooms) ↗