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Development and multicentre validation of the FLEX score: personalised preoperative surgical risk prediction using attention-based ICD-10 and Current Procedural Terminology set embeddings.
Liu R, Stone TAD, Raje P, Mather RV, Santa Cruz Mercado LA, Bharadwaj K, Johnson J, Higuchi M, Nipp RD, Kunitake H, Purdon PL. Liu R, et al. Br J Anaesth. 2024 Mar;132(3):607-615. doi: 10.1016/j.bja.2023.11.039. Epub 2024 Jan 6. Br J Anaesth. 2024. PMID: 38184474 Free PMC article.
Association of Intraoperative Opioid Administration With Postoperative Pain and Opioid Use.
Santa Cruz Mercado LA, Liu R, Bharadwaj KM, Johnson JJ, Gutierrez R, Das P, Balanza G, Deng H, Pandit A, Stone TAD, Macdonald T, Horgan C, Tou SLJ, Houle TT, Bittner EA, Purdon PL. Santa Cruz Mercado LA, et al. JAMA Surg. 2023 Aug 1;158(8):854-864. doi: 10.1001/jamasurg.2023.2009. JAMA Surg. 2023. PMID: 37314800 Free PMC article.