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Vulnerabilities of radiomic signature development: The need for safeguards.
Welch ML, McIntosh C, Haibe-Kains B, Milosevic MF, Wee L, Dekker A, Huang SH, Purdie TG, O'Sullivan B, Aerts HJWL, Jaffray DA. Welch ML, et al. Among authors: wee l. Radiother Oncol. 2019 Jan;130:2-9. doi: 10.1016/j.radonc.2018.10.027. Epub 2018 Nov 8. Radiother Oncol. 2019. PMID: 30416044 Free article.
Intensity-based dual model method for generation of synthetic CT images from standard T2-weighted MR images - Generalized technique for four different MR scanners.
Koivula L, Kapanen M, Seppälä T, Collan J, Dowling JA, Greer PB, Gustafsson C, Gunnlaugsson A, Olsson LE, Wee L, Korhonen J. Koivula L, et al. Among authors: wee l. Radiother Oncol. 2017 Dec;125(3):411-419. doi: 10.1016/j.radonc.2017.10.011. Epub 2017 Oct 30. Radiother Oncol. 2017. PMID: 29097012
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: wee l. 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.
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: wee l. 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.
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: wee l. 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.
370 results