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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: purdon pl. 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.
American Society for Enhanced Recovery and Perioperative Quality Initiative Joint Consensus Statement on the Role of Neuromonitoring in Perioperative Outcomes: Electroencephalography.
Chan MTV, Hedrick TL, Egan TD, García PS, Koch S, Purdon PL, Ramsay MA, Miller TE, McEvoy MD, Gan TJ; Perioperative Quality Initiative (POQI) 6 Workgroup. Chan MTV, et al. Among authors: purdon pl. Anesth Analg. 2020 May;130(5):1278-1291. doi: 10.1213/ANE.0000000000004502. Anesth Analg. 2020. PMID: 31764163 Review.
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: purdon pl. 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.
Effect of Repeated Exposure to Sevoflurane on Electroencephalographic Alpha Oscillation in Pediatric Patients Undergoing Radiation Therapy: A Prospective Observational Study.
Madariaga S, Devia C, Penna A, Egaña JI, Lucero V, Ramírez S, Maldonado F, Ganga M, Valls N, Villablanca N, Stamm T, Purdon PL, Gutiérrez R. Madariaga S, et al. Among authors: purdon pl. J Neurosurg Anesthesiol. 2024 Apr 1;36(2):125-133. doi: 10.1097/ANA.0000000000000938. Epub 2023 Nov 13. J Neurosurg Anesthesiol. 2024. PMID: 37965706
Differential cortical network engagement during states of un/consciousness in humans.
Zelmann R, Paulk AC, Tian F, Balanza Villegas GA, Dezha Peralta J, Crocker B, Cosgrove GR, Richardson RM, Williams ZM, Dougherty DD, Purdon PL, Cash SS. Zelmann R, et al. Among authors: purdon pl. Neuron. 2023 Nov 1;111(21):3479-3495.e6. doi: 10.1016/j.neuron.2023.08.007. Epub 2023 Sep 1. Neuron. 2023. PMID: 37659409
Switching state-space modeling of neural signal dynamics.
He M, Das P, Hotan G, Purdon PL. He M, et al. Among authors: purdon pl. PLoS Comput Biol. 2023 Aug 28;19(8):e1011395. doi: 10.1371/journal.pcbi.1011395. eCollection 2023 Aug. PLoS Comput Biol. 2023. PMID: 37639391 Free PMC article.
128 results