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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: masciocchi c. 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.
PRODIGE: PRediction models in prOstate cancer for personalized meDIcine challenGE.
Alitto AR, Gatta R, Vanneste B, Vallati M, Meldolesi E, Damiani A, Lanzotti V, Mattiucci GC, Frascino V, Masciocchi C, Catucci F, Dekker A, Lambin P, Valentini V, Mantini G. Alitto AR, et al. Among authors: masciocchi c. Future Oncol. 2017 Oct;13(24):2171-2181. doi: 10.2217/fon-2017-0142. Epub 2017 Jul 31. Future Oncol. 2017. PMID: 28758431
Fractal-based radiomic approach to predict complete pathological response after chemo-radiotherapy in rectal cancer.
Cusumano D, Dinapoli N, Boldrini L, Chiloiro G, Gatta R, Masciocchi C, Lenkowicz J, Casà C, Damiani A, Azario L, Van Soest J, Dekker A, Lambin P, De Spirito M, Valentini V. Cusumano D, et al. Among authors: masciocchi c. Radiol Med. 2018 Apr;123(4):286-295. doi: 10.1007/s11547-017-0838-3. Epub 2017 Dec 11. Radiol Med. 2018. PMID: 29230678
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: masciocchi c. 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
Towards a modular decision support system for radiomics: A case study on rectal cancer.
Gatta R, Vallati M, Dinapoli N, Masciocchi C, Lenkowicz J, Cusumano D, Casá C, Farchione A, Damiani A, van Soest J, Dekker A, Valentini V. Gatta R, et al. Among authors: masciocchi c. Artif Intell Med. 2019 May;96:145-153. doi: 10.1016/j.artmed.2018.09.003. Epub 2018 Oct 4. Artif Intell Med. 2019. PMID: 30292538
Exploring technical issues in personalized medicine: NSCLC survival prediction by quantitative image analysis-usefulness of density correction of volumetric CT data.
Farchione A, Larici AR, Masciocchi C, Cicchetti G, Congedo MT, Franchi P, Gatta R, Lo Cicero S, Valentini V, Bonomo L, Manfredi R. Farchione A, et al. Among authors: masciocchi c. Radiol Med. 2020 Jul;125(7):625-635. doi: 10.1007/s11547-020-01157-3. Epub 2020 Mar 3. Radiol Med. 2020. PMID: 32125637
A field strength independent MR radiomics model to predict pathological complete response in locally advanced rectal cancer.
Cusumano D, Meijer G, Lenkowicz J, Chiloiro G, Boldrini L, Masciocchi C, Dinapoli N, Gatta R, Casà C, Damiani A, Barbaro B, Gambacorta MA, Azario L, De Spirito M, Intven M, Valentini V. Cusumano D, et al. Among authors: masciocchi c. Radiol Med. 2021 Mar;126(3):421-429. doi: 10.1007/s11547-020-01266-z. Epub 2020 Aug 24. Radiol Med. 2021. PMID: 32833198 Free PMC article.
Timing to achieve the highest rate of pCR after preoperative radiochemotherapy in rectal cancer: a pooled analysis of 3085 patients from 7 randomized trials.
Gambacorta MA, Masciocchi C, Chiloiro G, Meldolesi E, Macchia G, van Soest J, Peters F, Collette L, Gérard JP, Ngan S, Rödel CC, Damiani A, Dekker A, Valentini V. Gambacorta MA, et al. Among authors: masciocchi c. Radiother Oncol. 2021 Jan;154:154-160. doi: 10.1016/j.radonc.2020.09.026. Epub 2020 Sep 20. Radiother Oncol. 2021. PMID: 32966845
Delta Radiomics Can Predict Distant Metastasis in Locally Advanced Rectal Cancer: The Challenge to Personalize the Cure.
Chiloiro G, Rodriguez-Carnero P, Lenkowicz J, Casà C, Masciocchi C, Boldrini L, Cusumano D, Dinapoli N, Meldolesi E, Carano D, Damiani A, Barbaro B, Manfredi R, Valentini V, Gambacorta MA. Chiloiro G, et al. Among authors: masciocchi c. Front Oncol. 2020 Dec 3;10:595012. doi: 10.3389/fonc.2020.595012. eCollection 2020. Front Oncol. 2020. PMID: 33344243 Free PMC article.
294 results