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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. 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.
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: marini n. 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.
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. 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.
Modelling digital health data: The ExaMode ontology for computational pathology.
Menotti L, Silvello G, Atzori M, Boytcheva S, Ciompi F, Di Nunzio GM, Fraggetta F, Giachelle F, Irrera O, Marchesin S, Marini N, Müller H, Primov T. Menotti L, et al. Among authors: marini n. J Pathol Inform. 2023 Aug 22;14:100332. doi: 10.1016/j.jpi.2023.100332. eCollection 2023. J Pathol Inform. 2023. PMID: 37705689 Free PMC article.
A systematic comparison of deep learning methods for Gleason grading and scoring.
Dominguez-Morales JP, Duran-Lopez L, Marini N, Vicente-Diaz S, Linares-Barranco A, Atzori M, Müller H. Dominguez-Morales JP, et al. Among authors: marini n. Med Image Anal. 2024 May 4;95:103191. doi: 10.1016/j.media.2024.103191. Online ahead of print. Med Image Anal. 2024. PMID: 38728903 Free article.
On-cloud decision-support system for non-small cell lung cancer histology characterization from thorax computed tomography scans.
Tomassini S, Falcionelli N, Bruschi G, Sbrollini A, Marini N, Sernani P, Morettini M, Müller H, Dragoni AF, Burattini L. Tomassini S, et al. Among authors: marini n. Comput Med Imaging Graph. 2023 Dec;110:102310. doi: 10.1016/j.compmedimag.2023.102310. Epub 2023 Nov 10. Comput Med Imaging Graph. 2023. PMID: 37979340 Free article.
FKBP8 variants are risk factors for spina bifida.
Tian T, Cao X, Kim SE, Lin YL, Steele JW, Cabrera RM, Karki M, Yang W, Marini NJ, Hoffman EN, Han X, Hu C, Wang L, Wlodarczyk BJ, Shaw GM, Ren A, Finnell RH, Lei Y. Tian T, et al. Among authors: marini nj. Hum Mol Genet. 2020 Nov 4;29(18):3132-3144. doi: 10.1093/hmg/ddaa211. Hum Mol Genet. 2020. PMID: 32969478 Free PMC article.
49 results