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Development and prospective validation of postoperative pain prediction from preoperative EHR data using attention-based set embeddings.
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. Among authors: balanza g.
JAMA Surg. 2023 Aug 1;158(8):854-864. doi: 10.1001/jamasurg.2023.2009.
JAMA Surg. 2023.
PMID: 37314800
Free PMC article.
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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: balanza ga.
Nat Commun. 2023 Mar 29;14(1):1748. doi: 10.1038/s41467-023-37463-3.
Nat Commun. 2023.
PMID: 36991011
Free PMC article.
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A Narrative Review Illustrating the Clinical Utility of Electroencephalogram-Guided Anesthesia Care in Children.
Bong CL, Balanza GA, Khoo CE, Tan JS, Desel T, Purdon PL.
Bong CL, et al. Among authors: balanza ga.
Anesth Analg. 2023 Jul 1;137(1):108-123. doi: 10.1213/ANE.0000000000006267. Epub 2023 Jun 16.
Anesth Analg. 2023.
PMID: 36729437
Review.
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An electroencephalogram biomarker of fentanyl drug effects.
Balanza GA, Bharadwaj KM, Mullen AC, Beck AM, Work EC, McGovern FJ, Houle TT, Eric TP, Purdon PL.
Balanza GA, et al.
PNAS Nexus. 2022 Aug 30;1(4):pgac158. doi: 10.1093/pnasnexus/pgac158. eCollection 2022 Sep.
PNAS Nexus. 2022.
PMID: 36329725
Free PMC article.
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Sevoflurane requirements during electroencephalogram (EEG)-guided vs standard anesthesia Care in Children: A randomized controlled trial.
Long MHY, Lim EHL, Balanza GA, Allen JC Jr, Purdon PL, Bong CL.
Long MHY, et al. Among authors: balanza ga.
J Clin Anesth. 2022 Oct;81:110913. doi: 10.1016/j.jclinane.2022.110913. Epub 2022 Jun 27.
J Clin Anesth. 2022.
PMID: 35772250
Clinical Trial.
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