Hao Deng

Patient clustering improves efficiency of federated machine learning to predict mortality and hospital stay time using distributed electronic medical records

Huang Li, Andrew Shea, Huining Qian et al. · Journal of Biomedical Informatics · 2019 · 437 citations

Healthcare Integration, Engineering, Machine Learning +12

LoAdaBoost: Loss-based AdaBoost federated machine learning with reduced computational complexity on IID and non-IID intensive care data

Huang Li, Yifeng Yin, Zeng Fu et al. · PLoS ONE · 2020 · 142 citations · Full text

Artificial Intelligence, Loss-based Adaboost, Engineering +17

Association of Intraoperative Opioid Administration With Postoperative Pain and Opioid Use

Laura A. Santa Cruz Mercado, Ran Liu, Kishore Bharadwaj et al. · JAMA Surgery · 2023 · 124 citations · Full text

Low Frontal Alpha Power Is Associated With the Propensity for Burst Suppression: An Electroencephalogram Phenotype for a “Vulnerable Brain”

Yu Raymond Shao, Pegah Kahali, Timothy T. Houle et al. · Anesthesia & Analgesia · 2020 · 96 citations · Full text

Monitoring of organophosphorus pesticides in vegetables using monoclonal antibody-based direct competitive ELISA followed by HPLC–MS/MS

Zhenlin Xu, Hao Deng, Xing-Fei Deng et al. · Food Chemistry · 2011 · 81 citations

Engineering, Allergy, Pesticide-residue Analysis +10