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Page 1
Multimodal representations of biomedical knowledge from limited training whole slide images and reports using deep learning.
Marini N, Marchesin S, Wodzinski M, Caputo A, Podareanu D, Guevara BC, Boytcheva S, Vatrano S, Fraggetta F, Ciompi F, Silvello G, Müller H, Atzori M. Marini N, et al. Among authors: vatrano s. Med Image Anal. 2024 Oct;97:103303. doi: 10.1016/j.media.2024.103303. Epub 2024 Aug 14. Med Image Anal. 2024. PMID: 39154617 Free article.
Standardized and simplified reporting of next-generation sequencing results in advanced non-small-cell lung cancer: Practical indications from an Italian multidisciplinary group.
Malapelle U, Donne AD, Pagni F, Fraggetta F, Rocco EG, Pasello G, Perrone G, Pepe F, Vatrano S, Pignata S, Pinto C, Pruneri G, Russo A, Soto Parra HJ, Vallone S, Marchetti A, Troncone G, Novello S. Malapelle U, et al. Among authors: vatrano s. Crit Rev Oncol Hematol. 2024 Jan;193:104217. doi: 10.1016/j.critrevonc.2023.104217. Epub 2023 Nov 30. Crit Rev Oncol Hematol. 2024. PMID: 38040072 Free article. Review.
Data-driven color augmentation for H&E stained images in computational pathology.
Marini N, Otalora S, Wodzinski M, Tomassini S, Dragoni AF, Marchand-Maillet S, Morales JPD, Duran-Lopez L, Vatrano S, Müller H, Atzori M. Marini N, et al. Among authors: vatrano s. J Pathol Inform. 2023 Jan 3;14:100183. doi: 10.1016/j.jpi.2022.100183. eCollection 2023. J Pathol Inform. 2023. PMID: 36687531 Free PMC article.
Empowering digital pathology applications through explainable knowledge extraction tools.
Marchesin S, Giachelle F, Marini N, Atzori M, Boytcheva S, Buttafuoco G, Ciompi F, Di Nunzio GM, Fraggetta F, Irrera O, Müller H, Primov T, Vatrano S, Silvello G. Marchesin S, et al. Among authors: vatrano s. J Pathol Inform. 2022 Sep 15;13:100139. doi: 10.1016/j.jpi.2022.100139. eCollection 2022. J Pathol Inform. 2022. PMID: 36268087 Free PMC article.
Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations.
Marini N, Marchesin S, Otálora S, Wodzinski M, Caputo A, van Rijthoven M, Aswolinskiy W, Bokhorst JM, Podareanu D, Petters E, Boytcheva S, Buttafuoco G, Vatrano S, Fraggetta F, van der Laak J, Agosti M, Ciompi F, Silvello G, Muller H, Atzori M. Marini N, et al. Among authors: vatrano s. NPJ Digit Med. 2022 Jul 22;5(1):102. doi: 10.1038/s41746-022-00635-4. NPJ Digit Med. 2022. PMID: 35869179 Free PMC article.
Implementation of preventive and predictive BRCA testing in patients with breast, ovarian, pancreatic, and prostate cancer: a position paper of Italian Scientific Societies.
Russo A, Incorvaia L, Capoluongo E, Tagliaferri P, Gori S, Cortesi L, Genuardi M, Turchetti D, De Giorgi U, Di Maio M, Barberis M, Dessena M, Del Re M, Lapini A, Luchini C, Jereczek-Fossa BA, Sapino A, Cinieri S; Italian Scientific Societies. Russo A, et al. ESMO Open. 2022 Jun;7(3):100459. doi: 10.1016/j.esmoop.2022.100459. Epub 2022 May 19. ESMO Open. 2022. PMID: 35597177 Free PMC article. Review.
40 results