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BRAX, Brazilian labeled chest x-ray dataset.
Reis EP, de Paiva JPQ, da Silva MCB, Ribeiro GAS, Paiva VF, Bulgarelli L, Lee HMH, Santos PV, Brito VM, Amaral LTW, Beraldo GL, Haidar Filho JN, Teles GBS, Szarf G, Pollard T, Johnson AEW, Celi LA, Amaro E Jr. Reis EP, et al. Sci Data. 2022 Aug 10;9(1):487. doi: 10.1038/s41597-022-01608-8. Sci Data. 2022. PMID: 35948551 Free PMC article.
Epidemiologic and clinical features of patients with COVID-19 in Brazil.
Teich VD, Klajner S, Almeida FAS, Dantas ACB, Laselva CR, Torritesi MG, Canero TR, Berwanger O, Rizzo LV, Reis EP, Cendoroglo Neto M. Teich VD, et al. Among authors: reis ep. Einstein (Sao Paulo). 2020;18:eAO6022. doi: 10.31744/einstein_journal/2020ao6022. Epub 2020 Aug 14. Einstein (Sao Paulo). 2020. PMID: 32813760 Free PMC article.
Deep COVID DeteCT: an international experience on COVID-19 lung detection and prognosis using chest CT.
Lee EH, Zheng J, Colak E, Mohammadzadeh M, Houshmand G, Bevins N, Kitamura F, Altinmakas E, Reis EP, Kim JK, Klochko C, Han M, Moradian S, Mohammadzadeh A, Sharifian H, Hashemi H, Firouznia K, Ghanaati H, Gity M, Doğan H, Salehinejad H, Alves H, Seekins J, Abdala N, Atasoy Ç, Pouraliakbar H, Maleki M, Wong SS, Yeom KW. Lee EH, et al. Among authors: reis ep. NPJ Digit Med. 2021 Jan 29;4(1):11. doi: 10.1038/s41746-020-00369-1. NPJ Digit Med. 2021. PMID: 33514852 Free PMC article.
Adapted large language models can outperform medical experts in clinical text summarization.
Van Veen D, Van Uden C, Blankemeier L, Delbrouck JB, Aali A, Bluethgen C, Pareek A, Polacin M, Reis EP, Seehofnerová A, Rohatgi N, Hosamani P, Collins W, Ahuja N, Langlotz CP, Hom J, Gatidis S, Pauly J, Chaudhari AS. Van Veen D, et al. Among authors: reis ep. Nat Med. 2024 Apr;30(4):1134-1142. doi: 10.1038/s41591-024-02855-5. Epub 2024 Feb 27. Nat Med. 2024. PMID: 38413730 Free PMC article.
Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts.
Van Veen D, Van Uden C, Blankemeier L, Delbrouck JB, Aali A, Bluethgen C, Pareek A, Polacin M, Reis EP, Seehofnerová A, Rohatgi N, Hosamani P, Collins W, Ahuja N, Langlotz CP, Hom J, Gatidis S, Pauly J, Chaudhari AS. Van Veen D, et al. Among authors: reis ep. Res Sq [Preprint]. 2023 Oct 30:rs.3.rs-3483777. doi: 10.21203/rs.3.rs-3483777/v1. Res Sq. 2023. Update in: Nat Med. 2024 Apr;30(4):1134-1142. doi: 10.1038/s41591-024-02855-5 PMID: 37961377 Free PMC article. Updated. Preprint.
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