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Performance of a Machine Learning Algorithm Using Electronic Health Record Data to Predict Postoperative Complications and Report on a Mobile Platform.
Ren Y, Loftus TJ, Datta S, Ruppert MM, Guan Z, Miao S, Shickel B, Feng Z, Giordano C, Upchurch GR Jr, Rashidi P, Ozrazgat-Baslanti T, Bihorac A. Ren Y, et al. Among authors: guan z. JAMA Netw Open. 2022 May 2;5(5):e2211973. doi: 10.1001/jamanetworkopen.2022.11973. JAMA Netw Open. 2022. PMID: 35576007 Free PMC article.
Diurnal Pain Classification in Critically Ill Patients using Machine Learning on Accelerometry and Analgesic Data.
Sena J, Bandyopadhyay S, Mostafiz MT, Davidson A, Guan Z, Barreto J, Ozrazgat-Baslanti T, Tighe P, Bihorac A, Schwartz WR, Rashidi P. Sena J, et al. Among authors: guan z. IEEE Int Conf Bioinform Biomed Workshops. 2023 Dec;2023:2207-2212. doi: 10.1109/bibm58861.2023.10385764. Epub 2024 Jan 18. IEEE Int Conf Bioinform Biomed Workshops. 2023. PMID: 38463539
Dynamic Delirium Prediction in the Intensive Care Unit using Machine Learning on Electronic Health Records.
Contreras M, Silva B, Shickel B, Bandyopadhyay S, Guan Z, Ren Y, Ozrazgat-Baslanti T, Khezeli K, Bihorac A, Rashidi P. Contreras M, et al. Among authors: guan z. IEEE EMBS Int Conf Biomed Health Inform. 2023 Oct;2023:10.1109/bhi58575.2023.10313445. doi: 10.1109/bhi58575.2023.10313445. Epub 2023 Nov 14. IEEE EMBS Int Conf Biomed Health Inform. 2023. PMID: 38585187
3,124 results