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A reinforcement learning model for AI-based decision support in skin cancer.
Barata C, Rotemberg V, Codella NCF, Tschandl P, Rinner C, Akay BN, Apalla Z, Argenziano G, Halpern A, Lallas A, Longo C, Malvehy J, Puig S, Rosendahl C, Soyer HP, Zalaudek I, Kittler H. Barata C, et al. Among authors: codella ncf. Nat Med. 2023 Aug;29(8):1941-1946. doi: 10.1038/s41591-023-02475-5. Epub 2023 Jul 27. Nat Med. 2023. PMID: 37501017 Free PMC article.
Expert Agreement on the Presence and Spatial Localization of Melanocytic Features in Dermoscopy.
Liopyris K, Navarrete-Dechent C, Marchetti MA, Rotemberg V, Apalla Z, Argenziano G, Blum A, Braun RP, Carrera C, Codella NCF, Combalia M, Dusza SW, Gutman DA, Helba B, Hofmann-Wellenhof R, Jaimes N, Kittler H, Kose K, Lallas A, Longo C, Malvehy J, Menzies S, Nelson KC, Paoli J, Puig S, Rabinovitz HS, Rishpon A, Russo T, Scope A, Soyer HP, Stein JA, Stolz W, Sgouros D, Stratigos AJ, Swanson DL, Thomas L, Tschandl P, Zalaudek I, Weber J, Halpern AC, Marghoob AA. Liopyris K, et al. Among authors: codella ncf. J Invest Dermatol. 2024 Mar;144(3):531-539.e13. doi: 10.1016/j.jid.2023.01.045. Epub 2023 Sep 7. J Invest Dermatol. 2024. PMID: 37689267
Computer algorithms show potential for improving dermatologists' accuracy to diagnose cutaneous melanoma: Results of the International Skin Imaging Collaboration 2017.
Marchetti MA, Liopyris K, Dusza SW, Codella NCF, Gutman DA, Helba B, Kalloo A, Halpern AC; International Skin Imaging Collaboration. Marchetti MA, et al. Among authors: codella ncf. J Am Acad Dermatol. 2020 Mar;82(3):622-627. doi: 10.1016/j.jaad.2019.07.016. Epub 2019 Jul 12. J Am Acad Dermatol. 2020. PMID: 31306724 Free PMC article.
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: codella ncf. 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.
Standards in Dermatologic Imaging.
Marghoob AA; International Skin Imaging Collaboration Melanoma Project Working Groups. Marghoob AA, et al. JAMA Dermatol. 2015 Aug;151(8):819-21. doi: 10.1001/jamadermatol.2015.32. JAMA Dermatol. 2015. PMID: 25970644 No abstract available.
Improved left ventricular mass quantification with partial voxel interpolation: in vivo and necropsy validation of a novel cardiac MRI segmentation algorithm.
Codella NC, Lee HY, Fieno DS, Chen DW, Hurtado-Rua S, Kochar M, Finn JP, Judd R, Goyal P, Schenendorf J, Cham MD, Devereux RB, Prince M, Wang Y, Weinsaft JW. Codella NC, et al. Circ Cardiovasc Imaging. 2012 Jan;5(1):137-46. doi: 10.1161/CIRCIMAGING.111.966754. Epub 2011 Nov 21. Circ Cardiovasc Imaging. 2012. PMID: 22104165 Free PMC article.
16 results