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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: scholl hpn. J Biophotonics. 2024 Feb;17(2):e202300274. doi: 10.1002/jbio.202300274. Epub 2023 Nov 8. J Biophotonics. 2024. PMID: 37795556
Comparison of Novel Volumetric Microperimetry Metrics in Intermediate Age-Related Macular Degeneration: PINNACLE Study Report 3.
Anders P, Traber GL, Pfau M, Riedl S, Hagag AM, Camenzind H, Mai J, Kaye R, Bogunovic H, Fritsche LG, Rueckert D, Schmidt-Erfurth U, Sivaprasad S, Lotery AJ, Scholl HPN. Anders P, et al. Among authors: scholl hpn. Transl Vis Sci Technol. 2023 Aug 1;12(8):21. doi: 10.1167/tvst.12.8.21. Transl Vis Sci Technol. 2023. PMID: 37624605 Free PMC article.
Exploring Healthy Retinal Aging with Deep Learning.
Menten MJ, Holland R, Leingang O, Bogunović H, Hagag AM, Kaye R, Riedl S, Traber GL, Hassan ON, Pawlowski N, Glocker B, Fritsche LG, Scholl HPN, Sivaprasad S, Schmidt-Erfurth U, Rueckert D, Lotery AJ. Menten MJ, et al. Among authors: scholl hpn. Ophthalmol Sci. 2023 Mar 1;3(3):100294. doi: 10.1016/j.xops.2023.100294. eCollection 2023 Sep. Ophthalmol Sci. 2023. PMID: 37113474 Free PMC article.
Multimodal spatiotemporal phenotyping of human retinal organoid development.
Wahle P, Brancati G, Harmel C, He Z, Gut G, Del Castillo JS, Xavier da Silveira Dos Santos A, Yu Q, Noser P, Fleck JS, Gjeta B, Pavlinić D, Picelli S, Hess M, Schmidt GW, Lummen TTA, Hou Y, Galliker P, Goldblum D, Balogh M, Cowan CS, Scholl HPN, Roska B, Renner M, Pelkmans L, Treutlein B, Camp JG. Wahle P, et al. Among authors: scholl hpn. Nat Biotechnol. 2023 Dec;41(12):1765-1775. doi: 10.1038/s41587-023-01747-2. Epub 2023 May 8. Nat Biotechnol. 2023. PMID: 37156914 Free PMC article.
246 results