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Effects of a comprehensive brain computed tomography deep learning model on radiologist detection accuracy.
Buchlak QD, Tang CHM, Seah JCY, Johnson A, Holt X, Bottrell GM, Wardman JB, Samarasinghe G, Dos Santos Pinheiro L, Xia H, Ahmad HK, Pham H, Chiang JI, Ektas N, Milne MR, Chiu CHY, Hachey B, Ryan MK, Johnston BP, Esmaili N, Bennett C, Goldschlager T, Hall J, Vo DT, Oakden-Rayner L, Leveque JC, Farrokhi F, Abramson RG, Jones CM, Edelstein S, Brotchie P. Buchlak QD, et al. Among authors: holt x. Eur Radiol. 2024 Feb;34(2):810-822. doi: 10.1007/s00330-023-10074-8. Epub 2023 Aug 22. Eur Radiol. 2024. PMID: 37606663 Free PMC article.
Machine Learning Augmented Interpretation of Chest X-rays: A Systematic Review.
Ahmad HK, Milne MR, Buchlak QD, Ektas N, Sanderson G, Chamtie H, Karunasena S, Chiang J, Holt X, Tang CHM, Seah JCY, Bottrell G, Esmaili N, Brotchie P, Jones C. Ahmad HK, et al. Among authors: holt x. Diagnostics (Basel). 2023 Feb 15;13(4):743. doi: 10.3390/diagnostics13040743. Diagnostics (Basel). 2023. PMID: 36832231 Free PMC article. Review.
Effect of a comprehensive deep-learning model on the accuracy of chest x-ray interpretation by radiologists: a retrospective, multireader multicase study.
Seah JCY, Tang CHM, Buchlak QD, Holt XG, Wardman JB, Aimoldin A, Esmaili N, Ahmad H, Pham H, Lambert JF, Hachey B, Hogg SJF, Johnston BP, Bennett C, Oakden-Rayner L, Brotchie P, Jones CM. Seah JCY, et al. Among authors: holt xg. Lancet Digit Health. 2021 Aug;3(8):e496-e506. doi: 10.1016/S2589-7500(21)00106-0. Epub 2021 Jul 1. Lancet Digit Health. 2021. PMID: 34219054 Free article.