Assessment of image quality on the diagnostic performance of clinicians and deep learning models: Cross-sectional comparative reader study.
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| Title: | Assessment of image quality on the diagnostic performance of clinicians and deep learning models: Cross-sectional comparative reader study. |
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| Authors: | Oloruntoba AI; School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia., Asghari-Jafarabadi M; School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia., Sashindranath M; School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia., Ingvar Å; School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.; Victorian Melanoma Service, Alfred Health, Melbourne, Victoria, Australia.; Department of Dermatology, Skåne University Hospital, Lund, Sweden.; Department of Clinical Sciences, Lund University, Lund, Sweden., Adler NR; School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.; Victorian Melanoma Service, Alfred Health, Melbourne, Victoria, Australia., Vico-Alonso C; School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia., Niklasson L; Department of Dermatology and Allergy Centre, Odense University Hospital, Odense, Denmark., Caixinha AL; Department of Dermatology and Venereology, Aarhus University Hospital, Aarhus, Denmark., Hiscutt E; Victorian Melanoma Service, Alfred Health, Melbourne, Victoria, Australia., Holmes Z; Victorian Melanoma Service, Alfred Health, Melbourne, Victoria, Australia., Assersen KB; Department of Dermatology and Allergy Centre, Odense University Hospital, Odense, Denmark., Adamson S; Victorian Melanoma Service, Alfred Health, Melbourne, Victoria, Australia., Jegathees T; Victorian Melanoma Service, Alfred Health, Melbourne, Victoria, Australia., Bertelsen T; Department of Dermatology and Venereology, Aarhus University Hospital, Aarhus, Denmark.; Department of Dermatology, Hospital Universitario 12 de Octubre, Madrid, Spain., Velasco-Tamariz V; Department of Dermatology, Hospital Universitario 12 de Octubre, Madrid, Spain., Helkkula T; Department of Dermatology, Skåne University Hospital, Lund, Sweden.; Department of Clinical Sciences, Lund University, Lund, Sweden., Kristiansen S; Department of Dermatology, Skåne University Hospital, Lund, Sweden.; Department of Clinical Sciences, Lund University, Lund, Sweden., Toholka R; Department of Surgical Oncology (Dermatology), Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia., Goh MS; Department of Surgical Oncology (Dermatology), Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia., Chamberlain A; Victorian Melanoma Service, Alfred Health, Melbourne, Victoria, Australia., McCormack C; Department of Surgical Oncology (Dermatology), Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia., Vestergaard T; Department of Dermatology and Allergy Centre, Odense University Hospital, Odense, Denmark., Mehta D; Monash eResearch Centre, Monash University, Clayton, Melbourne, Victoria, Australia., Nguyen TD; Monash eResearch Centre, Monash University, Clayton, Melbourne, Victoria, Australia., Ge Z; Monash eResearch Centre, Monash University, Clayton, Melbourne, Victoria, Australia.; Airdoc-Monash Research, Monash University, Clayton, Melbourne, Victoria, Australia.; NVIDIA Artificial Intelligence Tech Centre, Monash University, Clayton, Melbourne, Victoria, Australia., Soyer HP; Frazer Institute, The University of Queensland, Dermatology Research Centre, Brisbane, Queensland, Australia., Mar V; School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.; Victorian Melanoma Service, Alfred Health, Melbourne, Victoria, Australia. |
| Source: | Journal of the European Academy of Dermatology and Venereology : JEADV [J Eur Acad Dermatol Venereol] 2025 Jul; Vol. 39 (7), pp. 1306-1314. Date of Electronic Publication: 2024 Dec 10. |
| Publication Type: | Journal Article; Comparative Study |
| Journal Info: | Publisher: Wiley-Blackwell Country of Publication: England NLM ID: 9216037 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1468-3083 (Electronic) Linking ISSN: 09269959 NLM ISO Abbreviation: J Eur Acad Dermatol Venereol Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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