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Human selection bias drives the linear nature of the more ground truth effect in explainable deep learning optical coherence tomography image segmentation.
Maloca PM, Pfau M, Janeschitz-Kriegl L, Reich M, Goerdt L, Holz FG, Müller PL, Valmaggia P, Fasler K, Keane PA, Zarranz-Ventura J, Zweifel S, Wiesendanger J, Kaiser P, Enz TJ, Rothenbuehler SP, Hasler PW, Juedes M, Freichel C, Egan C, Tufail A, Scholl HPN, Denk N. Maloca PM, et al. Among authors: muller pl. J Biophotonics. 2024 Feb;17(2):e202300274. doi: 10.1002/jbio.202300274. Epub 2023 Nov 8. J Biophotonics. 2024. PMID: 37795556
Unraveling the deep learning gearbox in optical coherence tomography image segmentation towards explainable artificial intelligence.
Maloca PM, Müller PL, Lee AY, Tufail A, Balaskas K, Niklaus S, Kaiser P, Suter S, Zarranz-Ventura J, Egan C, Scholl HPN, Schnitzer TK, Singer T, Hasler PW, Denk N. Maloca PM, et al. Among authors: muller pl. Commun Biol. 2021 Feb 5;4(1):170. doi: 10.1038/s42003-021-01697-y. Commun Biol. 2021. PMID: 33547415 Free PMC article.
Validation of virtual reality orbitometry bridges digital and physical worlds.
Maloca PM, Faludi B, Zelechowski M, Jud C, Vollmar T, Hug S, Müller PL, de Carvalho ER, Zarranz-Ventura J, Reich M, Lange C, Egan C, Tufail A, Hasler PW, Scholl HPN, Cattin PC. Maloca PM, et al. Among authors: muller pl. Sci Rep. 2020 Jul 16;10(1):11815. doi: 10.1038/s41598-020-68867-6. Sci Rep. 2020. PMID: 32678297 Free PMC article.
73 results