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Development of a method for generating SNP interaction-aware polygenic risk scores for radiotherapy toxicity.
Franco NR, Massi MC, Ieva F, Manzoni A, Paganoni AM, Zunino P, Veldeman L, Ost P, Fonteyne V, Talbot CJ, Rattay T, Webb A, Johnson K, Lambrecht M, Haustermans K, De Meerleer G, de Ruysscher D, Vanneste B, Van Limbergen E, Choudhury A, Elliott RM, Sperk E, Veldwijk MR, Herskind C, Avuzzi B, Noris Chiorda B, Valdagni R, Azria D, Farcy-Jacquet MP, Brengues M, Rosenstein BS, Stock RG, Vega A, Aguado-Barrera ME, Sosa-Fajardo P, Dunning AM, Fachal L, Kerns SL, Payne D, Chang-Claude J, Seibold P, West CML, Rancati T; REQUITE Consortium Collaborators. Franco NR, et al. Among authors: zunino p. Radiother Oncol. 2021 Jun;159:241-248. doi: 10.1016/j.radonc.2021.03.024. Epub 2021 Apr 8. Radiother Oncol. 2021. PMID: 33838170 Free PMC article.
A Deep Learning Approach Validates Genetic Risk Factors for Late Toxicity After Prostate Cancer Radiotherapy in a REQUITE Multi-National Cohort.
Massi MC, Gasperoni F, Ieva F, Paganoni AM, Zunino P, Manzoni A, Franco NR, Veldeman L, Ost P, Fonteyne V, Talbot CJ, Rattay T, Webb A, Symonds PR, Johnson K, Lambrecht M, Haustermans K, De Meerleer G, de Ruysscher D, Vanneste B, Van Limbergen E, Choudhury A, Elliott RM, Sperk E, Herskind C, Veldwijk MR, Avuzzi B, Giandini T, Valdagni R, Cicchetti A, Azria D, Jacquet MF, Rosenstein BS, Stock RG, Collado K, Vega A, Aguado-Barrera ME, Calvo P, Dunning AM, Fachal L, Kerns SL, Payne D, Chang-Claude J, Seibold P, West CML, Rancati T. Massi MC, et al. Among authors: zunino p. Front Oncol. 2020 Oct 15;10:541281. doi: 10.3389/fonc.2020.541281. eCollection 2020. Front Oncol. 2020. PMID: 33178576 Free PMC article.
A Mesoscale Computational Model for Microvascular Oxygen Transfer.
Possenti L, Cicchetti A, Rosati R, Cerroni D, Costantino ML, Rancati T, Zunino P. Possenti L, et al. Among authors: zunino p. Ann Biomed Eng. 2021 Dec;49(12):3356-3373. doi: 10.1007/s10439-021-02807-x. Epub 2021 Jun 28. Ann Biomed Eng. 2021. PMID: 34184146
Learning high-order interactions for polygenic risk prediction.
Massi MC, Franco NR, Manzoni A, Paganoni AM, Park HA, Hoffmeister M, Brenner H, Chang-Claude J, Ieva F, Zunino P. Massi MC, et al. Among authors: zunino p. PLoS One. 2023 Feb 10;18(2):e0281618. doi: 10.1371/journal.pone.0281618. eCollection 2023. PLoS One. 2023. PMID: 36763605 Free PMC article.
152 results