| Predicting missing values in medical data via XGBoost regression X Zhang, C Yan, C Gao, BA Malin, Y Chen Journal of healthcare informatics research 4, 383-394, 2020 | 86 | 2020 |
| Deep learning predicts extreme preterm birth from electronic health records C Gao, S Osmundson, DRV Edwards, GP Jackson, BA Malin, Y Chen Journal of biomedical informatics 100, 103334, 2019 | 65 | 2019 |
| Accuracy of continuous noninvasive hemoglobin monitoring for the prediction of blood transfusions in trauma patients SM Galvagno, P Hu, S Yang, C Gao, D Hanna, S Shackelford, ... Journal of clinical monitoring and computing 29, 815-821, 2015 | 41 | 2015 |
| Mining tasks and task characteristics from electronic health record audit logs with unsupervised machine learning B Chen, W Alrifai, C Gao, B Jones, L Novak, N Lorenzi, D France, B Malin, ... Journal of the American Medical Informatics Association 28 (6), 1168-1177, 2021 | 23 | 2021 |
| Comparison of decision-assist and clinical judgment of experts for prediction of lifesaving interventions CF Mackenzie, C Gao, PF Hu, A Anazodo, H Chen, T Dinardo, PC Imle, ... Shock 43 (3), 238-243, 2015 | 21 | 2015 |
| Learning to identify severe maternal morbidity from electronic health records C Gao, S Osmundson, X Yan, DV Edwards, BA Malin, Y Chen Studies in health technology and informatics 264, 143, 2019 | 17 | 2019 |
| Collaboration structures in COVID-19 critical care: retrospective network analysis study C Yan, X Zhang, C Gao, E Wilfong, J Casey, D France, Y Gong, M Patel, ... JMIR human factors 8 (1), e25724, 2021 | 16 | 2021 |
| Predicting Length of Stay for Obstetric Patients via Electronic Medical Records CY Gao C, Kho AN, Ivory C, Osmundson S, Malin BA Medinfo 2017, 1019-1023, 2017 | 14* | 2017 |
| Learning opportunities for drug repositioning via GWAS and phewas findings W Yin, C Gao, Y Xu, B Li, DM Ruderfer, Y Chen AMIA Summits on Translational Science Proceedings 2018, 237, 2018 | 12 | 2018 |
| Trends of hemoglobin oximetry: do they help predict blood transfusion during trauma patient resuscitation? S Yang, PF Hu, A Anazodo, C Gao, H Chen, C Wade, L Hartsky, C Miller, ... Anesthesia & Analgesia 122 (1), 115-125, 2016 | 12 | 2016 |
| XGBoost imputation for time series data X Zhang, C Yan, C Gao, B Malin, Y Chen 2019 IEEE International Conference on Healthcare Informatics (ICHI), 1-3, 2019 | 11 | 2019 |
| Acoustic sensor versus electrocardiographically derived respiratory rate in unstable trauma patients S Yang, A Menne, P Hu, L Stansbury, C Gao, N Dorsey, W Chiu, ... Journal of Clinical Monitoring and Computing 31, 765-772, 2017 | 10 | 2017 |
| Recursive automatic target generation process in subpixel detection CI Chang, C Gao, SY Chen IEEE Geoscience and Remote Sensing Letters 12 (9), 1848-1852, 2015 | 10 | 2015 |
| Recursive automatic target generation process for unsupervised hyperspectral target detection C Gao, CI Chang 2014 IEEE Geoscience and Remote Sensing Symposium, 3598-3601, 2014 | 10 | 2014 |
| A deep learning approach to predict neonatal encephalopathy from electronic health records C Gao, C Yan, S Osmundson, BA Malin, Y Chen 2019 IEEE International Conference on Healthcare Informatics (ICHI), 1-7, 2019 | 8 | 2019 |
| Fully abundance-constrained endmember finding for hyperspectral images C Gao, SY Chen, HM Chen, CC Wu, CH Wen, CI Chang 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2015 | 7 | 2015 |
| Progressive endmember finding by fully constrained least squares method SY Chen, YC Ouyang, C Lin, HM Chen, C Gao, CI Chang 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2015 | 7 | 2015 |
| Predicting brain function status changes in critically ill patients via Machine learning C Yan, C Gao, Z Zhang, W Chen, BA Malin, EW Ely, MB Patel, Y Chen Journal of the American Medical Informatics Association 28 (11), 2412-2422, 2021 | 6 | 2021 |
| Deep imputation of temporal data C Yan, C Gao, X Zhang, Y Chen, B Malin 2019 IEEE International Conference on Healthcare Informatics (ICHI), 1-3, 2019 | 6 | 2019 |
| Predicting neonatal encephalopathy from maternal data in electronic medical records T Li, C Gao, C Yan, S Osmundson, BA Malin, Y Chen AMIA Summits on Translational Science Proceedings 2018, 359, 2018 | 6 | 2018 |
Shiming YangAssistant Professor, University of Maryland School of Medicineכתובת אימייל מאומתת בדומיין anes.umm.edu
