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Distributed learning on 20 000+ lung cancer patients - The Personal Health Train.
Deist TM, Dankers FJWM, Ojha P, Scott Marshall M, Janssen T, Faivre-Finn C, Masciocchi C, Valentini V, Wang J, Chen J, Zhang Z, Spezi E, Button M, Jan Nuyttens J, Vernhout R, van Soest J, Jochems A, Monshouwer R, Bussink J, Price G, Lambin P, Dekker A. Deist TM, et al. Among authors: dankers fjwm. Radiother Oncol. 2020 Mar;144:189-200. doi: 10.1016/j.radonc.2019.11.019. Epub 2020 Jan 3. Radiother Oncol. 2020. PMID: 31911366 Free article.
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. Among authors: dankers fjwm. 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.
External validation of an NTCP model for acute esophageal toxicity in locally advanced NSCLC patients treated with intensity-modulated (chemo-)radiotherapy.
Dankers FJWM, Wijsman R, Troost EGC, Tissing-Tan CJA, Kwint MH, Belderbos J, de Ruysscher D, Hendriks LE, de Geus-Oei LF, Rodwell L, Dekker A, Monshouwer R, Hoffmann AL, Bussink J. Dankers FJWM, et al. Radiother Oncol. 2018 Nov;129(2):249-256. doi: 10.1016/j.radonc.2018.07.021. Epub 2018 Sep 18. Radiother Oncol. 2018. PMID: 30241789
Erratum: "Machine learning algorithms for outcome prediction in (chemo)radiotherapy: An empirical comparison of classifiers" [Med. Phys. 45 (7), 3449-3459 (2018)].
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. Among authors: dankers fjwm. Med Phys. 2019 Feb;46(2):1080-1087. doi: 10.1002/mp.13329. Epub 2019 Jan 7. Med Phys. 2019. PMID: 30730570 Free PMC article. No abstract available.
Non-invasive imaging prediction of tumor hypoxia: A novel developed and externally validated CT and FDG-PET-based radiomic signatures.
Sanduleanu S, Jochems A, Upadhaya T, Even AJG, Leijenaar RTH, Dankers FJWM, Klaassen R, Woodruff HC, Hatt M, Kaanders HJAM, Hamming-Vrieze O, van Laarhoven HWM, Subramiam RM, Huang SH, O'Sullivan B, Bratman SV, Dubois LJ, Miclea RL, Di Perri D, Geets X, Crispin-Ortuzar M, Apte A, Deasy JO, Oh JH, Lee NY, Humm JL, Schöder H, De Ruysscher D, Hoebers F, Lambin P. Sanduleanu S, et al. Among authors: dankers fjwm. Radiother Oncol. 2020 Dec;153:97-105. doi: 10.1016/j.radonc.2020.10.016. Epub 2020 Nov 1. Radiother Oncol. 2020. PMID: 33137396 Free article.
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