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The ACROBAT 2022 challenge: Automatic registration of breast cancer tissue.
Weitz P, Valkonen M, Solorzano L, Carr C, Kartasalo K, Boissin C, Koivukoski S, Kuusela A, Rasic D, Feng Y, Pouplier SS, Sharma A, Eriksson KL, Robertson S, Marzahl C, Gatenbee CD, Anderson ARA, Wodzinski M, Jurgas A, Marini N, Atzori M, Müller H, Budelmann D, Weiss N, Heldmann S, Lotz J, Wolterink JM, De Santi B, Patil A, Sethi A, Kondo S, Kasai S, Hirasawa K, Farrokh M, Kumar N, Greiner R, Latonen L, Laenkholm AV, Hartman J, Ruusuvuori P, Rantalainen M. Weitz P, et al. Among authors: marini n. Med Image Anal. 2024 Oct;97:103257. doi: 10.1016/j.media.2024.103257. Epub 2024 Jul 1. Med Image Anal. 2024. PMID: 38981282 Free 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. 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.
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.
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 Jul;95:103191. doi: 10.1016/j.media.2024.103191. Epub 2024 May 4. Med Image Anal. 2024. PMID: 38728903 Free 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.
55 results