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Page 1
Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach.
Aerts HJ, Velazquez ER, Leijenaar RT, Parmar C, Grossmann P, Carvalho S, Bussink J, Monshouwer R, Haibe-Kains B, Rietveld D, Hoebers F, Rietbergen MM, Leemans CR, Dekker A, Quackenbush J, Gillies RJ, Lambin P. Aerts HJ, et al. Among authors: monshouwer r. Nat Commun. 2014 Jun 3;5:4006. doi: 10.1038/ncomms5006. Nat Commun. 2014. PMID: 24892406 Free PMC article.
Esophageal wall dose-surface maps do not improve the predictive performance of a multivariable NTCP model for acute esophageal toxicity in advanced stage NSCLC patients treated with intensity-modulated (chemo-)radiotherapy.
Dankers F, Wijsman R, Troost EG, Monshouwer R, Bussink J, Hoffmann AL. Dankers F, et al. Among authors: monshouwer r. Phys Med Biol. 2017 May 7;62(9):3668-3681. doi: 10.1088/1361-6560/aa5e9e. Epub 2017 Apr 5. Phys Med Biol. 2017. PMID: 28379845
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: monshouwer r. 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. Among authors: monshouwer r. 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
Multicenter CT phantoms public dataset for radiomics reproducibility tests.
Kalendralis P, Traverso A, Shi Z, Zhovannik I, Monshouwer R, Starmans MPA, Klein S, Pfaehler E, Boellaard R, Dekker A, Wee L. Kalendralis P, et al. Among authors: monshouwer r. Med Phys. 2019 Mar;46(3):1512-1518. doi: 10.1002/mp.13385. Epub 2019 Jan 29. Med Phys. 2019. PMID: 30629299 Free PMC article.
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: monshouwer r. Med Phys. 2019 Feb;46(2):1080-1087. doi: 10.1002/mp.13329. Epub 2019 Jan 7. Med Phys. 2019. PMID: 30730570 Free article. No abstract available.
Longitudinal radiomics of cone-beam CT images from non-small cell lung cancer patients: Evaluation of the added prognostic value for overall survival and locoregional recurrence.
van Timmeren JE, van Elmpt W, Leijenaar RTH, Reymen B, Monshouwer R, Bussink J, Paelinck L, Bogaert E, De Wagter C, Elhaseen E, Lievens Y, Hansen O, Brink C, Lambin P. van Timmeren JE, et al. Among authors: monshouwer r. Radiother Oncol. 2019 Jul;136:78-85. doi: 10.1016/j.radonc.2019.03.032. Epub 2019 Apr 11. Radiother Oncol. 2019. PMID: 31015133 Free PMC article.
Learning from scanners: Bias reduction and feature correction in radiomics.
Zhovannik I, Bussink J, Traverso A, Shi Z, Kalendralis P, Wee L, Dekker A, Fijten R, Monshouwer R. Zhovannik I, et al. Among authors: monshouwer r. Clin Transl Radiat Oncol. 2019 Jul 16;19:33-38. doi: 10.1016/j.ctro.2019.07.003. eCollection 2019 Nov. Clin Transl Radiat Oncol. 2019. PMID: 31417963 Free PMC article.
35 results