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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. Among authors: santa cruz mercado la. 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.
Development and prospective validation of postoperative pain prediction from preoperative EHR data using attention-based set embeddings.
Liu R, Gutiérrez R, Mather RV, Stone TAD, Santa Cruz Mercado LA, Bharadwaj K, Johnson J, Das P, Balanza G, Uwanaka E, Sydloski J, Chen A, Hagood M, Bittner EA, Purdon PL. Liu R, et al. Among authors: santa cruz mercado la. NPJ Digit Med. 2023 Nov 16;6(1):209. doi: 10.1038/s41746-023-00947-z. NPJ Digit Med. 2023. PMID: 37973817 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.
Characterizing brain dynamics during ketamine-induced dissociation and subsequent interactions with propofol using human intracranial neurophysiology.
Tian F, Lewis LD, Zhou DW, Balanza GA, Paulk AC, Zelmann R, Peled N, Soper D, Santa Cruz Mercado LA, Peterfreund RA, Aglio LS, Eskandar EN, Cosgrove GR, Williams ZM, Richardson RM, Brown EN, Akeju O, Cash SS, Purdon PL. Tian F, et al. Among authors: santa cruz mercado la. Nat Commun. 2023 Mar 29;14(1):1748. doi: 10.1038/s41467-023-37463-3. Nat Commun. 2023. PMID: 36991011 Free PMC article.
Age-Dependent Electroencephalogram Features in Infants Under Spinal Anesthesia Appear to Mirror Physiologic Sleep in the Developing Brain: A Prospective Observational Study.
Santa Cruz Mercado LA, Lee JM, Liu R, Deng H, Johnson JJ, Chen AL, He M, Chung ER, Bharadwaj KM, Houle TT, Purdon PL, Liu CA. Santa Cruz Mercado LA, et al. Anesth Analg. 2023 Dec 1;137(6):1241-1249. doi: 10.1213/ANE.0000000000006410. Epub 2023 Mar 7. Anesth Analg. 2023. PMID: 36881544
Time to AIR OUT the Bias From Extubation Decision-Making.
Santa Cruz Mercado LA, Bittner EA. Santa Cruz Mercado LA, et al. Crit Care Med. 2021 Dec 1;49(12):2146-2149. doi: 10.1097/CCM.0000000000005138. Crit Care Med. 2021. PMID: 34793382 No abstract available.