Get started
Author

Cheng Gao

Predicting Missing Values in Medical Data Via XGBoost Regression
2020 · Xinmeng Zhang, Chao Yan, et al. · Journal of Healthcare Informatics Research · 185
Deep learning predicts extreme preterm birth from electronic health records
2019 · Cheng Gao, Sarah Osmundson, et al. · Journal of Biomedical Informatics · 98
PDF
Telehealth Use in the COVID-19 Pandemic: A Retrospective Study of Prenatal Care
2022 · Cheng Gao, Sarah Osmundson, et al. · Studies in health technology and informatics · 41
PDF
Mining tasks and task characteristics from electronic health record audit logs with unsupervised machine learning
2020 · Bob Chen, Wael Alrifai, et al. · Journal of the American Medical Informatics Association · 37
Accuracy of continuous noninvasive hemoglobin monitoring for the prediction of blood transfusions in trauma patients
2015 · Samuel M. Galvagno, Peter Hu, et al. · Journal of Clinical Monitoring and Computing · 34
Preoperative Status of Gut Microbiota Predicts Postoperative Delirium in Patients With Gastric Cancer
2022 · Hu Liu, Gao Cheng, et al. · Frontiers in Psychiatry · 33
TMT-based proteomics analysis to screen potential biomarkers of acute-phase TBI in rats
2020 · Haochen Wang, Jie Chen, et al. · Life Sciences · 25
Comparison of Decision-Assist and Clinical Judgment of Experts for Prediction of Lifesaving Interventions
2014 · Colin F Mackenzie, Cheng Gao, et al. · Shock · 22
Collaboration Structures in COVID-19 Critical Care: Retrospective Network Analysis Study
2021 · Chao Yan, Xinmeng Zhang, et al. · JMIR Human Factors · 18
XGBoost Imputation for Time Series Data
2019 · Xinmeng Zhang, Chao Yan, et al. · IEEE International Conference on Healthcare Informatics (ICHI) · 18
Learning to Identify Severe Maternal Morbidity from Electronic Health Records
2019 · Gao Cheng, Osmundson Sarah, et al. · Studies in health technology and informatics · 17
Trends of Hemoglobin Oximetry
2015 · Shiming Yang, Peter F. Hu, et al. · Anesthesia & Analgesia · 15
Improvement in the dual-mode multicolor luminescence of the NaAlSiO4:Er3+, Yb3+ phosphors and the mechanistic investigations
2022 · Hongli Wen, Zhurong Mo, et al. · Journal of Luminescence · 12
Predicting brain function status changes in critically ill patients via Machine learning
2021 · Chao Yan, Cheng Gao, et al. · Journal of the American Medical Informatics Association · 10
Predicting Length of Stay for Obstetric Patients via Electronic Medical Records
2017 · Gao Cheng, Kho Abel N., et al. · Studies in health technology and informatics · 10
Awakening from anesthesia using propofol or sevoflurane with epidural block in radical surgery for senile gastric cancer.
2015 · Ling Zhang, Chen Chen, et al. · PubMed · 10
Prenatal Telehealth During the Pandemic: Sociodemographic and Clinical Associations
2021 · Cheng Gao, Sarah Osmundson, et al. · Telehealth and Medicine Today · 7
PDF
Predicting Neonatal Encephalopathy From Maternal Data in Electronic Medical Records.
2018 · Thomas Li, Cheng Gao, et al. · PubMed · 7
The Application of Machine Learning: Controlling the Preparation of Environmental Materials and Carbon Neutrality
2023 · Zhenxing Wang, Yunjun Yu, et al. · International Journal of Environmental Research and Public Health · 6
PDF
Deep Imputation of Temporal Data
2019 · Chao Yan, Cheng Gao, et al. · IEEE International Conference on Healthcare Informatics (ICHI) · 6
A Deep Learning Approach to Predict Neonatal Encephalopathy from Electronic Health Records
2019 · Cheng Gao, Chao Yan, et al. · IEEE International Conference on Healthcare Informatics (ICHI) · 5
Learning the impact of acute and chronic diseases on forecasting neonatal encephalopathy
2021 · Eugene Jeong, Sarah Osmundson, et al. · Computer Methods and Programs in Biomedicine · 4
An adult case of small bowel intussusception caused by hemangioma presenting with intestinal obstruction: A case report
2022 · Chengyu Shi, Yangyang Yu, et al. · Medicine · 3
Telehealth Uptake into Primary Care During the COVID-19 Pandemic
2022 · Cheng Gao, Bradley A. Malin, et al. · Studies in health technology and informatics · 2
PDF
Modeling COVID-19 Growing Trends to Reveal the Differences in the Effectiveness of Non-Pharmaceutical Interventions among Countries in the World
2020 · You Chen, Yubo Feng, et al. · medRxiv · 2
PDF
Works count: 40
Citation count: 632
H-index: 12
I10-index: 16
Year
Topic
Type