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Radiomics: the bridge between medical imaging and personalized medicine.
Lambin P, Leijenaar RTH, Deist TM, Peerlings J, de Jong EEC, van Timmeren J, Sanduleanu S, Larue RTHM, Even AJG, Jochems A, van Wijk Y, Woodruff H, van Soest J, Lustberg T, Roelofs E, van Elmpt W, Dekker A, Mottaghy FM, Wildberger JE, Walsh S. Lambin P, et al. Among authors: deist tm. Nat Rev Clin Oncol. 2017 Dec;14(12):749-762. doi: 10.1038/nrclinonc.2017.141. Epub 2017 Oct 4. Nat Rev Clin Oncol. 2017. PMID: 28975929 Review.
Decision support systems for personalized and participative radiation oncology.
Lambin P, Zindler J, Vanneste BG, De Voorde LV, Eekers D, Compter I, Panth KM, Peerlings J, Larue RT, Deist TM, Jochems A, Lustberg T, van Soest J, de Jong EE, Even AJ, Reymen B, Rekers N, van Gisbergen M, Roelofs E, Carvalho S, Leijenaar RT, Zegers CM, Jacobs M, van Timmeren J, Brouwers P, Lal JA, Dubois L, Yaromina A, Van Limbergen EJ, Berbee M, van Elmpt W, Oberije C, Ramaekers B, Dekker A, Boersma LJ, Hoebers F, Smits KM, Berlanga AJ, Walsh S. Lambin P, et al. Among authors: deist tm. Adv Drug Deliv Rev. 2017 Jan 15;109:131-153. doi: 10.1016/j.addr.2016.01.006. Epub 2016 Jan 14. Adv Drug Deliv Rev. 2017. PMID: 26774327 Review.
Big Data in radiation therapy: challenges and opportunities.
Lustberg T, van Soest J, Jochems A, Deist T, van Wijk Y, Walsh S, Lambin P, Dekker A. Lustberg T, et al. Br J Radiol. 2017 Jan;90(1069):20160689. doi: 10.1259/bjr.20160689. Epub 2016 Dec 8. Br J Radiol. 2017. PMID: 27781485 Free PMC article.
Modern clinical research: How rapid learning health care and cohort multiple randomised clinical trials complement traditional evidence based medicine.
Lambin P, Zindler J, Vanneste B, van de Voorde L, Jacobs M, Eekers D, Peerlings J, Reymen B, Larue RT, Deist TM, de Jong EE, Even AJ, Berlanga AJ, Roelofs E, Cheng Q, Carvalho S, Leijenaar RT, Zegers CM, van Limbergen E, Berbee M, van Elmpt W, Oberije C, Houben R, Dekker A, Boersma L, Verhaegen F, Bosmans G, Hoebers F, Smits K, Walsh S. Lambin P, et al. Among authors: deist tm. Acta Oncol. 2015;54(9):1289-300. doi: 10.3109/0284186X.2015.1062136. Epub 2015 Sep 23. Acta Oncol. 2015. PMID: 26395528
Machine learning algorithms for outcome prediction in (chemo)radiotherapy: An empirical comparison of classifiers.
Deist TM, Dankers FJWM, Valdes G, Wijsman R, Hsu IC, Oberije C, Lustberg T, van Soest J, Hoebers F, Jochems A, El Naqa I, Wee L, Morin O, Raleigh DR, Bots W, Kaanders JH, Belderbos J, Kwint M, Solberg T, Monshouwer R, Bussink J, Dekker A, Lambin P. Deist TM, et al. Med Phys. 2018 Jul;45(7):3449-3459. doi: 10.1002/mp.12967. Epub 2018 Jun 13. Med Phys. 2018. PMID: 29763967 Free PMC article.
Privacy-preserving distributed learning of radiomics to predict overall survival and HPV status in head and neck cancer.
Bogowicz M, Jochems A, Deist TM, Tanadini-Lang S, Huang SH, Chan B, Waldron JN, Bratman S, O'Sullivan B, Riesterer O, Studer G, Unkelbach J, Barakat S, Brakenhoff RH, Nauta I, Gazzani SE, Calareso G, Scheckenbach K, Hoebers F, Wesseling FWR, Keek S, Sanduleanu S, Leijenaar RTH, Vergeer MR, Leemans CR, Terhaard CHJ, van den Brekel MWM, Hamming-Vrieze O, van der Heijden MA, Elhalawani HM, Fuller CD, Guckenberger M, Lambin P. Bogowicz M, et al. Among authors: deist tm. Sci Rep. 2020 Mar 11;10(1):4542. doi: 10.1038/s41598-020-61297-4. Sci Rep. 2020. PMID: 32161279 Free PMC article.
Developing and Validating a Survival Prediction Model for NSCLC Patients Through Distributed Learning Across 3 Countries.
Jochems A, Deist TM, El Naqa I, Kessler M, Mayo C, Reeves J, Jolly S, Matuszak M, Ten Haken R, van Soest J, Oberije C, Faivre-Finn C, Price G, de Ruysscher D, Lambin P, Dekker A. Jochems A, et al. Among authors: deist tm. Int J Radiat Oncol Biol Phys. 2017 Oct 1;99(2):344-352. doi: 10.1016/j.ijrobp.2017.04.021. Epub 2017 Apr 24. Int J Radiat Oncol Biol Phys. 2017. PMID: 28871984 Free PMC article.
17 results