Development and prospective validation of postoperative pain prediction from preoperative EHR data using attention-based set embeddings
Liu, Ran, Gutiérrez, Rodrigo, Mather, Rory V., Stone, Tom A. D., Santa Cruz Mercado, Laura A., Bharadwaj, Kishore, Johnson, Jasmine, Das, Proloy, Balanza, Gustavo, Uwanaka, Ekenedilichukwu, Sydloski, Justin, Chen, Andrew, Hagood, Mackenzie, Bittner, Edward A., Purdon, Patrick L.
Published in NPJ digital medicine (16.11.2023)
Published in NPJ digital medicine (16.11.2023)
Get full text
Journal Article
Association of Intraoperative Opioid Administration With Postoperative Pain and Opioid Use
Santa Cruz Mercado, Laura A, Liu, Ran, Bharadwaj, Kishore M, Johnson, Jasmine J, Gutierrez, Rodrigo, Das, Proloy, Balanza, Gustavo, Deng, Hao, Pandit, Akriti, Stone, Tom A D, Macdonald, Teresa, Horgan, Caroline, Tou, Si Long Jenny, Houle, Timothy T, Bittner, Edward A, Purdon, Patrick L
Published in JAMA surgery (01.08.2023)
Published in JAMA surgery (01.08.2023)
Get full text
Journal Article
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, Ran, Stone, Tom A.D., Raje, Praachi, Mather, Rory V., Santa Cruz Mercado, Laura A., Bharadwaj, Kishore, Johnson, Jasmine, Higuchi, Masaya, Nipp, Ryan D., Kunitake, Hiroko, Purdon, Patrick L.
Published in British journal of anaesthesia : BJA (01.03.2024)
Published in British journal of anaesthesia : BJA (01.03.2024)
Get full text
Journal Article