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A machine-learning parsimonious multivariable predictive model of mortality risk in patients with Covid-19.
Murri R, Lenkowicz J, Masciocchi C, Iacomini C, Fantoni M, Damiani A, Marchetti A, Sergi PDA, Arcuri G, Cesario A, Patarnello S, Antonelli M, Bellantone R, Bernabei R, Boccia S, Calabresi P, Cambieri A, Cauda R, Colosimo C, Crea F, De Maria R, De Stefano V, Franceschi F, Gasbarrini A, Parolini O, Richeldi L, Sanguinetti M, Urbani A, Zega M, Scambia G, Valentini V; Gemelli against Covid Group. Murri R, et al. Among authors: lenkowicz j. Sci Rep. 2021 Oct 27;11(1):21136. doi: 10.1038/s41598-021-99905-6. Sci Rep. 2021. PMID: 34707184 Free PMC article.
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: lenkowicz j. Radiol Med. 2018 Apr;123(4):286-295. doi: 10.1007/s11547-017-0838-3. Epub 2017 Dec 11. Radiol Med. 2018. PMID: 29230678
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: lenkowicz j. 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
Delta radiomics for rectal cancer response prediction with hybrid 0.35 T magnetic resonance-guided radiotherapy (MRgRT): a hypothesis-generating study for an innovative personalized medicine approach.
Boldrini L, Cusumano D, Chiloiro G, Casà C, Masciocchi C, Lenkowicz J, Cellini F, Dinapoli N, Azario L, Teodoli S, Gambacorta MA, De Spirito M, Valentini V. Boldrini L, et al. Among authors: lenkowicz j. Radiol Med. 2019 Feb;124(2):145-153. doi: 10.1007/s11547-018-0951-y. Epub 2018 Oct 29. Radiol Med. 2019. PMID: 30374650 Free PMC article.
CT Radiomics Signature of Tumor and Peritumoral Lung Parenchyma to Predict Nonsmall Cell Lung Cancer Postsurgical Recurrence Risk.
Akinci D'Antonoli T, Farchione A, Lenkowicz J, Chiappetta M, Cicchetti G, Martino A, Ottavianelli A, Manfredi R, Margaritora S, Bonomo L, Valentini V, Larici AR. Akinci D'Antonoli T, et al. Among authors: lenkowicz j. Acad Radiol. 2020 Apr;27(4):497-507. doi: 10.1016/j.acra.2019.05.019. Epub 2019 Jul 6. Acad Radiol. 2020. PMID: 31285150
SKIN-COBRA (Consortium for Brachytherapy data Analysis) ontology: The first step towards interdisciplinary standardized data collection for personalized oncology in skin cancer.
Lancellotta V, Guinot JL, Fionda B, Rembielak A, Di Stefani A, Gentileschi S, Federico F, Rossi E, Guix B, Chyrek AJ, Meritxell A, Villalba SR, Colloca GF, Dinapoli N, Masciocchi C, Lenkowicz J, Capocchiano ND, Damiani A, Valentini V, Kovács G, Tagliaferri L. Lancellotta V, et al. Among authors: lenkowicz j. J Contemp Brachytherapy. 2020 Apr;12(2):105-110. doi: 10.5114/jcb.2020.94579. Epub 2020 Apr 30. J Contemp Brachytherapy. 2020. PMID: 32395133 Free PMC article.
External Validation of Early Regression Index (ERITCP) as Predictor of Pathologic Complete Response in Rectal Cancer Using Magnetic Resonance-Guided Radiation Therapy.
Cusumano D, Boldrini L, Yadav P, Yu G, Musurunu B, Chiloiro G, Piras A, Lenkowicz J, Placidi L, Broggi S, Romano A, Mori M, Barbaro B, Azario L, Gambacorta MA, De Spirito M, Bassetti MF, Yang Y, Fiorino C, Valentini V. Cusumano D, et al. Among authors: lenkowicz j. Int J Radiat Oncol Biol Phys. 2020 Dec 1;108(5):1347-1356. doi: 10.1016/j.ijrobp.2020.07.2323. Epub 2020 Aug 3. Int J Radiat Oncol Biol Phys. 2020. PMID: 32758641
62 results