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A deep learning system for differential diagnosis of skin diseases.
Liu Y, Jain A, Eng C, Way DH, Lee K, Bui P, Kanada K, de Oliveira Marinho G, Gallegos J, Gabriele S, Gupta V, Singh N, Natarajan V, Hofmann-Wellenhof R, Corrado GS, Peng LH, Webster DR, Ai D, Huang SJ, Liu Y, Dunn RC, Coz D. Liu Y, et al. Among authors: de oliveira marinho g. Nat Med. 2020 Jun;26(6):900-908. doi: 10.1038/s41591-020-0842-3. Epub 2020 May 18. Nat Med. 2020. PMID: 32424212
Development and Assessment of an Artificial Intelligence-Based Tool for Skin Condition Diagnosis by Primary Care Physicians and Nurse Practitioners in Teledermatology Practices.
Jain A, Way D, Gupta V, Gao Y, de Oliveira Marinho G, Hartford J, Sayres R, Kanada K, Eng C, Nagpal K, DeSalvo KB, Corrado GS, Peng L, Webster DR, Dunn RC, Coz D, Huang SJ, Liu Y, Bui P, Liu Y. Jain A, et al. Among authors: de oliveira marinho g. JAMA Netw Open. 2021 Apr 1;4(4):e217249. doi: 10.1001/jamanetworkopen.2021.7249. JAMA Netw Open. 2021. PMID: 33909055 Free PMC article.
Predicting the risk of developing diabetic retinopathy using deep learning.
Bora A, Balasubramanian S, Babenko B, Virmani S, Venugopalan S, Mitani A, de Oliveira Marinho G, Cuadros J, Ruamviboonsuk P, Corrado GS, Peng L, Webster DR, Varadarajan AV, Hammel N, Liu Y, Bavishi P. Bora A, et al. Among authors: de oliveira marinho g. Lancet Digit Health. 2021 Jan;3(1):e10-e19. doi: 10.1016/S2589-7500(20)30250-8. Epub 2020 Nov 26. Lancet Digit Health. 2021. PMID: 33735063 Free article.
How prepared is Brazil to tackle the COVID-19 disease?
Moreira RM, Villa Montoya AC, Silveria Araujo SL, Trindade RA, da Cunha Oliveira D, de Oliveira Marinho G. Moreira RM, et al. Among authors: de oliveira marinho g. J Glob Health. 2020 Dec;10(2):020321. doi: 10.7189/jogh.10.020321. J Glob Health. 2020. PMID: 33110523 Free PMC article. Review. No abstract available.