Human selection bias drives the linear nature of the more ground truth effect in explainable deep learning optical coherence tomography image segmentation.
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| Title: | Human selection bias drives the linear nature of the more ground truth effect in explainable deep learning optical coherence tomography image segmentation. |
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| Authors: | Maloca PM; Institute of Molecular and Clinical Ophthalmology Basel (IOB), Basel, Switzerland.; Department of Ophthalmology, University Hospital Basel, Basel, Switzerland.; Moorfields Eye Hospital NHS Foundation Trust, London, UK., Pfau M; Institute of Molecular and Clinical Ophthalmology Basel (IOB), Basel, Switzerland.; Department of Ophthalmology, University Hospital Basel, Basel, Switzerland.; Department of Ophthalmology, University of Bonn, Bonn, Germany., Janeschitz-Kriegl L; Institute of Molecular and Clinical Ophthalmology Basel (IOB), Basel, Switzerland.; Department of Ophthalmology, University Hospital Basel, Basel, Switzerland., Reich M; Eye Center, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany., Goerdt L; Department of Ophthalmology, University of Bonn, Bonn, Germany., Holz FG; Department of Ophthalmology, University of Bonn, Bonn, Germany., Müller PL; Moorfields Eye Hospital NHS Foundation Trust, London, UK.; Department of Ophthalmology, University of Bonn, Bonn, Germany.; Makula Center, Suedblick Eye Centers, Augsburg, Germany., Valmaggia P; Institute of Molecular and Clinical Ophthalmology Basel (IOB), Basel, Switzerland.; Department of Ophthalmology, University Hospital Basel, Basel, Switzerland.; Moorfields Eye Hospital NHS Foundation Trust, London, UK., Fasler K; Department of Ophthalmology, University Hospital Zurich, University of Zurich, Zurich, Switzerland., Keane PA; Moorfields Eye Hospital NHS Foundation Trust, London, UK., Zarranz-Ventura J; Hospital Clínic of Barcelona, University of Barcelona, Barcelona, Spain., Zweifel S; Department of Ophthalmology, University Hospital Zurich, University of Zurich, Zurich, Switzerland., Wiesendanger J; Supercomputing Systems, Zurich, Switzerland., Kaiser P; Supercomputing Systems, Zurich, Switzerland., Enz TJ; Department of Ophthalmology, University Hospital Basel, Basel, Switzerland., Rothenbuehler SP; Department of Ophthalmology, University Hospital Basel, Basel, Switzerland., Hasler PW; Department of Ophthalmology, University Hospital Basel, Basel, Switzerland., Juedes M; Pharma Research and Early Development (pRED), Pharmaceutical Sciences (PS), Roche, Innovation Center Basel, Basel, Switzerland., Freichel C; Pharma Research and Early Development (pRED), Pharmaceutical Sciences (PS), Roche, Innovation Center Basel, Basel, Switzerland., Egan C; Moorfields Eye Hospital NHS Foundation Trust, London, UK., Tufail A; Moorfields Eye Hospital NHS Foundation Trust, London, UK., Scholl HPN; Institute of Molecular and Clinical Ophthalmology Basel (IOB), Basel, Switzerland.; Department of Ophthalmology, University Hospital Basel, Basel, Switzerland., Denk N; Institute of Molecular and Clinical Ophthalmology Basel (IOB), Basel, Switzerland.; Department of Ophthalmology, University Hospital Basel, Basel, Switzerland.; Pharma Research and Early Development (pRED), Pharmaceutical Sciences (PS), Roche, Innovation Center Basel, Basel, Switzerland. |
| Source: | Journal of biophotonics [J Biophotonics] 2024 Feb; Vol. 17 (2), pp. e202300274. Date of Electronic Publication: 2023 Nov 08. |
| Publication Type: | Journal Article; Research Support, Non-U.S. Gov't |
| Journal Info: | Publisher: Wiley-VCH Country of Publication: Germany NLM ID: 101318567 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1864-0648 (Electronic) Linking ISSN: 1864063X NLM ISO Abbreviation: J Biophotonics Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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