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Page 1
CT-Based Radiomics and Deep Learning for BRCA Mutation and Progression-Free Survival Prediction in Ovarian Cancer Using a Multicentric Dataset.
Avesani G, Tran HE, Cammarata G, Botta F, Raimondi S, Russo L, Persiani S, Bonatti M, Tagliaferri T, Dolciami M, Celli V, Boldrini L, Lenkowicz J, Pricolo P, Tomao F, Rizzo SMR, Colombo N, Manganaro L, Fagotti A, Scambia G, Gui B, Manfredi R. Avesani G, et al. Among authors: lenkowicz j. Cancers (Basel). 2022 May 31;14(11):2739. doi: 10.3390/cancers14112739. Cancers (Basel). 2022. PMID: 35681720 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
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
Comparison of radiomics tools for image analyses and clinical prediction in nasopharyngeal carcinoma.
Liang ZG, Tan HQ, Zhang F, Rui Tan LK, Lin L, Lenkowicz J, Wang H, Wen Ong EH, Kusumawidjaja G, Phua JH, Gan SA, Sin SY, Ng YY, Tan TW, Soong YL, Fong KW, Park SY, Soo KC, Wee JT, Zhu XD, Valentini V, Boldrini L, Sun Y, Chua ML. Liang ZG, et al. Among authors: lenkowicz j. Br J Radiol. 2019 Oct;92(1102):20190271. doi: 10.1259/bjr.20190271. Epub 2019 Aug 27. Br J Radiol. 2019. PMID: 31453720 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
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: lenkowicz j. 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.
Convolutional Neural Network Based on Fluorescein Angiography Images for Retinopathy of Prematurity Management.
Lepore D, Ji MH, Pagliara MM, Lenkowicz J, Capocchiano ND, Tagliaferri L, Boldrini L, Valentini V, Damiani A; FA Team of the Italian ROP Study Group. Lepore D, et al. Among authors: lenkowicz j. Transl Vis Sci Technol. 2020 Jul 7;9(2):37. doi: 10.1167/tvst.9.2.37. eCollection 2020 Jul. Transl Vis Sci Technol. 2020. PMID: 32855841 Free PMC article.
64 results