| Deep Learning Model Utilization for Mortality Prediction in Mechanically Ventilated ICU Patients N Ashrafi, Y Liu, X Xu, Y Wang, Z Zhao, M Pishgar Informatics in Medicine Unlocked 49, 101562, 2024 | 11 | 2024 |
| Predicting Sepsis Mortality Using Machine Learning Methods J Gao, Y Lu, N Ashrafi, IR Domingo, K Alaei, M Pishgar BMC medical informatics and decision making 24, 228, 2024 | 8 | 2024 |
| Effect of a Process Mining based Pre-processing Step in Prediction of the Critical Health Outcomes N Ashrafi, A Abdollahi, G Placencia, M Pishgar arXiv preprint arXiv:2407.02821, 2024 | 7 | 2024 |
| Enhanced Prediction of Ventilator-Associated Pneumonia in Patients with Traumatic Brain Injury Using Advanced Machine Learning Techniques N Ashrafi, A Abdollahi, M Pishgar arXiv preprint arXiv:2408.01144, 2024 | 4 | 2024 |
| Prediction of in-hospital Mortality for ICU Patients with Heart Failure J Zhang, H Li, N Ashrafi, Z Yu, G Placencia, M Pishgar Proceedings of the 51st International Conference on Computers and Industrial …, 2024 | 4 | 2024 |
| Prediction of 30-Day Mortality for ICU Patients with Sepsis-3 Z Yu, N Ashrafi, H Li, K Alaei, M Pishgar BMC medical informatics and decision making 24, 223, 2024 | 3 | 2024 |
| A machine learning-based prediction of hospital mortality in mechanically ventilated ICU patients H Li, N Ashrafi, C Kang, G Zhao, Y Chen, M Pishgar PLoS ONE 19 (9), e0309383, 2024 | 2 | 2024 |
| Enhanced mortality prediction in icu stroke patients via deep learning A Abdollahi, N Ashrafi, M Pishgar arXiv preprint arXiv:2407.14211, 2024 | 2 | 2024 |
| Process Mining / Deep Learning Model to Predict Mortality in Coronary Artery Disease Patients N Ashrafi, A Abdollahi, G Placencia, M Pishgar Proceedings of the 51st International Conference on Computers and Industrial …, 2024 | 2 | 2024 |
| Optimizing Mortality Prediction for ICU Heart Failure Patients: Leveraging XGBoost and Advanced Machine Learning with the MIMIC-III Database N Ashrafi, A Abdollahi, J Zhang, M Pishgar arXiv preprint arXiv:2409.01685, 2024 | | 2024 |
| Data-Driven Machine Learning Approaches for Predicting In-Hospital Sepsis Mortality A Shumilov, Y Zhu, N Ashrafi, G Lian, S Ren, M Pishgar arXiv preprint arXiv:2408.01612, 2024 | | 2024 |
| Application of Artificial Intelligence in the REDECA Framework to Improve Safety and Health of Agricultural Tractor Drivers N Ashrafi, K Alaei, G Placencia, M Pishgar medRxiv, 2024.07. 10.24310227, 2024 | | 2024 |
Maryam PishgarProfessor at University of Southern California在 usc.edu 的电子邮件经过验证
