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Multi-centre radiomics for prediction of recurrence following radical radiotherapy for head and neck cancers: Consequences of feature selection, machine learning classifiers and batch-effect harmonization.
Varghese AJ, Gouthamchand V, Sasidharan BK, Wee L, Sidhique SK, Rao JP, Dekker A, Hoebers F, Devakumar D, Irodi A, Balasingh TP, Godson HF, Joel T, Mathew M, Gunasingam Isiah R, Pavamani SP, Thomas HMT. Varghese AJ, et al. Among authors: dekker a. Phys Imaging Radiat Oncol. 2023 May 16;26:100450. doi: 10.1016/j.phro.2023.100450. eCollection 2023 Apr. Phys Imaging Radiat Oncol. 2023. PMID: 37260438 Free PMC article.
'Rapid Learning health care in oncology' - an approach towards decision support systems enabling customised radiotherapy'.
Lambin P, Roelofs E, Reymen B, Velazquez ER, Buijsen J, Zegers CM, Carvalho S, Leijenaar RT, Nalbantov G, Oberije C, Scott Marshall M, Hoebers F, Troost EG, van Stiphout RG, van Elmpt W, van der Weijden T, Boersma L, Valentini V, Dekker A. Lambin P, et al. Among authors: dekker a. Radiother Oncol. 2013 Oct;109(1):159-64. doi: 10.1016/j.radonc.2013.07.007. Epub 2013 Aug 28. Radiother Oncol. 2013. PMID: 23993399 Free article.
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: dekker a. Nat Commun. 2014 Jun 3;5:4006. doi: 10.1038/ncomms5006. Nat Commun. 2014. PMID: 24892406 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: dekker a. Acta Oncol. 2015;54(9):1289-300. doi: 10.3109/0284186X.2015.1062136. Epub 2015 Sep 23. Acta Oncol. 2015. PMID: 26395528
Development and evaluation of an online three-level proton vs photon decision support prototype for head and neck cancer - Comparison of dose, toxicity and cost-effectiveness.
Cheng Q, Roelofs E, Ramaekers BL, Eekers D, van Soest J, Lustberg T, Hendriks T, Hoebers F, van der Laan HP, Korevaar EW, Dekker A, Langendijk JA, Lambin P. Cheng Q, et al. Among authors: dekker a. Radiother Oncol. 2016 Feb;118(2):281-5. doi: 10.1016/j.radonc.2015.12.029. Epub 2016 Feb 26. Radiother Oncol. 2016. PMID: 26924342 Free 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: dekker a. 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.
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: dekker a. 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.
Magnetic Resonance, Vendor-independent, Intensity Histogram Analysis Predicting Pathologic Complete Response After Radiochemotherapy of Rectal Cancer.
Dinapoli N, Barbaro B, Gatta R, Chiloiro G, Casà C, Masciocchi C, Damiani A, Boldrini L, Gambacorta MA, Dezio M, Mattiucci GC, Balducci M, van Soest J, Dekker A, Lambin P, Fiorino C, Sini C, De Cobelli F, Di Muzio N, Gumina C, Passoni P, Manfredi R, Valentini V. Dinapoli N, et al. Among authors: dekker a. Int J Radiat Oncol Biol Phys. 2018 Nov 15;102(4):765-774. doi: 10.1016/j.ijrobp.2018.04.065. Epub 2018 May 4. Int J Radiat Oncol Biol Phys. 2018. PMID: 29891200
839 results