Assessment of image quality on the diagnostic performance of clinicians and deep learning models: Cross‐sectional comparative reader study
This study highlights the importance of image quality on the diagnostic performance of clinicians and deep learning models. This has significant implications for telehealth reporting and triage.
Authors
- Maithili Sashindranath (ORCID: https://orcid.org/0000-0002-9712-4784)
- Zongyuan Ge (ORCID: https://orcid.org/0000-0002-5880-8673)
- Nikki R. Adler (ORCID: https://orcid.org/0000-0002-7972-9050)
- Michelle Goh (ORCID: https://orcid.org/0000-0001-8063-8482)
- Søren Kristiansen (ORCID: https://orcid.org/0000-0001-7211-8882)
- Teo Helkkula (ORCID: https://orcid.org/0000-0002-3730-2817)
- Zachary Holmes (ORCID: https://orcid.org/0000-0002-4225-6763)
- Emma Hiscutt (ORCID: https://orcid.org/0000-0002-3914-1084)
- H. Peter Soyer (ORCID: https://orcid.org/0000-0002-4770-561X)
- Åsa Ingvar (ORCID: https://orcid.org/0000-0001-5876-0190)
- Adriana L. Caixinha (ORCID: https://orcid.org/0000-0002-5597-916X)
- Tine Vestergaard (ORCID: https://orcid.org/0000-0002-7210-8884)
- Deval Mehta (ORCID: https://orcid.org/0000-0002-6907-7589)
- Victoria Mar (ORCID: https://orcid.org/0000-0001-9423-3435)
- L. Niklasson (ORCID: https://orcid.org/0009-0007-8848-4036)
- Trine Bertelsen (ORCID: https://orcid.org/0000-0002-4777-1991)
- Ibukun Oloruntoba (ORCID: https://orcid.org/0000-0003-4694-9089)
- C. McCormack
- Kasper Bostlund Assersen (ORCID: https://orcid.org/0000-0002-0889-3689)
- S. Adamson
- Alex J Chamberlain (ORCID: https://orcid.org/0000-0001-6721-0828)
- Thuvarahan Jegathees (ORCID: https://orcid.org/0000-0001-6478-3946)
- Virginia Velasco‐Tamariz (ORCID: https://orcid.org/0000-0003-4009-0525)
- Cristina Vico‐Alonso (ORCID: https://orcid.org/0000-0002-0342-8200)
- Thanh D. Nguyen (ORCID: https://orcid.org/0000-0002-1411-7694)
- R. Toholka
Institutions
- The University of Queensland (AU)
- Lund University (SE)
- Peter MacCallum Cancer Centre (AU)
- Odense University Hospital (DK)
- Aarhus University Hospital (DK)
- Hospital Universitario 12 De Octubre (ES)
- Skåne University Hospital (SE)
- Alfred Health (AU)
- Monash University (AU)
Publication Details
- Journal
- Journal of the European Academy of Dermatology and Venereology
- Published
- 2024-12-10
- DOI
- https://doi.org/10.1111/jdv.20462
- Citations
- 2
- Primary Topic
- Cutaneous Melanoma Detection and Management
- Type
- article
- Field-Weighted Citation Impact
- 0.57