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Checklist for Evaluation of Image-Based Artificial Intelligence Reports in Dermatology: CLEAR Derm Consensus Guidelines From the International Skin Imaging Collaboration Artificial Intelligence Working Group.
Daneshjou R, Barata C, Betz-Stablein B, Celebi ME, Codella N, Combalia M, Guitera P, Gutman D, Halpern A, Helba B, Kittler H, Kose K, Liopyris K, Malvehy J, Seog HS, Soyer HP, Tkaczyk ER, Tschandl P, Rotemberg V. Daneshjou R, et al. Among authors: celebi me. JAMA Dermatol. 2022 Jan 1;158(1):90-96. doi: 10.1001/jamadermatol.2021.4915. JAMA Dermatol. 2022. PMID: 34851366 Free PMC article.
Improving dermoscopy image classification using color constancy.
Barata C, Celebi ME, Marques JS. Barata C, et al. Among authors: celebi me. IEEE J Biomed Health Inform. 2015 May;19(3):1146-52. doi: 10.1109/JBHI.2014.2336473. Epub 2014 Jul 25. IEEE J Biomed Health Inform. 2015. PMID: 25073179
Results of the 2016 International Skin Imaging Collaboration International Symposium on Biomedical Imaging challenge: Comparison of the accuracy of computer algorithms to dermatologists for the diagnosis of melanoma from dermoscopic images.
Marchetti MA, Codella NCF, Dusza SW, Gutman DA, Helba B, Kalloo A, Mishra N, Carrera C, Celebi ME, DeFazio JL, Jaimes N, Marghoob AA, Quigley E, Scope A, Yélamos O, Halpern AC; International Skin Imaging Collaboration. Marchetti MA, et al. Among authors: celebi me. J Am Acad Dermatol. 2018 Feb;78(2):270-277.e1. doi: 10.1016/j.jaad.2017.08.016. Epub 2017 Sep 29. J Am Acad Dermatol. 2018. PMID: 28969863 Free PMC article.
Dermoscopy Image Analysis: Overview and Future Directions.
Celebi ME, Codella N, Halpern A. Celebi ME, et al. IEEE J Biomed Health Inform. 2019 Mar;23(2):474-478. doi: 10.1109/JBHI.2019.2895803. Epub 2019 Jan 28. IEEE J Biomed Health Inform. 2019. PMID: 30703051 Review.
Guest editorial: Image analysis in dermatology.
Celebi ME, Barata C, Halpern A, Tschandl P, Combalia M, Liu Y. Celebi ME, et al. Med Image Anal. 2022 Jul;79:102468. doi: 10.1016/j.media.2022.102468. Epub 2022 May 2. Med Image Anal. 2022. PMID: 35537339 No abstract available.
Detection of atypical texture features in early malignant melanoma.
Shrestha B, Bishop J, Kam K, Chen X, Moss RH, Stoecker WV, Umbaugh S, Stanley RJ, Celebi ME, Marghoob AA, Argenziano G, Soyer HP. Shrestha B, et al. Among authors: celebi me. Skin Res Technol. 2010 Feb;16(1):60-5. doi: 10.1111/j.1600-0846.2009.00402.x. Skin Res Technol. 2010. PMID: 20384884 Free PMC article.
Image analysis in advanced skin imaging technology.
Bi L, Celebi ME, Iyatomi H, Fernandez-Penas P, Kim J. Bi L, et al. Among authors: celebi me. Comput Methods Programs Biomed. 2023 Aug;238:107599. doi: 10.1016/j.cmpb.2023.107599. Epub 2023 May 16. Comput Methods Programs Biomed. 2023. PMID: 37244232 No abstract available.
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