| REDECA: A Novel Framework to Review Artificial Intelligence and Its Applications in Occupational Safety and Health Maryam Pishgar, Salah Fuad Issa, Margaret Sietsema, Preethi Pratap, Houshang ... Int. J. Environ. Res. Public Health 2021 18 (13), 1660-4601, 2021 | 39* | 2021 |
| Pathological voice classification using mel-cepstrum vectors and support vector machine M Pishgar, F Karim, S Majumdar, H Darabi arXiv preprint arXiv:1812.07729, 2018 | 39 | 2018 |
| Prediction of unplanned 30-day readmission for ICU patients with heart failure M Pishgar, J Theis, M Del Rios, A Ardati, H Anahideh, H Darabi BMC medical informatics and decision making 22 (1), 117, 2022 | 21 | 2022 |
| Predicting clinical outcomes among hospitalized COVID-19 patients using both local and published models Rodríguez-Fernández JM, Chow K, Harford S, Kochendorfer KM, Pishgar M, Theis ... BMC Medical Informatics and Decision Making, 2021 | 16 | 2021 |
| A process mining-deep learning approach to predict survival in a cohort of hospitalized COVID‐19 patients M Pishgar, S Harford, J Theis, W Galanter, JM Rodríguez-Fernández, ... BMC Medical Informatics and Decision Making 22 (1), 194, 2022 | 10 | 2022 |
| Process mining model to predict mortality in paralytic ileus patients M Pishgar, M Razo, J Theis, H Darabi 2021 International Conference on Cyber-Physical Social Intelligence (ICCSI), 1-6, 2021 | 8 | 2021 |
| Improving process discovery algorithms using event concatenation M Pishgar, M Razo, H Darabi IEEE Access 10, 69072-69090, 2022 | 2 | 2022 |
| Predicting Sepsis Mortality Using Machine Learning Methods J Gao, Y Lu, IR Domingo, K Alaei, M Pishgar medRxiv, 2024.03. 14.24304184, 2024 | 1 | 2024 |
| Deep Learning Model Utilization for Mortality Prediction in Mechanically Ventilated ICU Patients MP Yiming Liu , Xin Xu , Yingqi Wang, Zhiyuan Zhao https://www.medrxiv.org/content/10.1101/2024.03.20.24304653v1, 2024 | | 2024 |
| Neural Erosion: Emulating Controlled Neurodegeneration and Aging in AI Systems A Alexos, YD Tsai, I Domingo, M Pishgar, P Baldi arXiv preprint arXiv:2403.10596, 2024 | | 2024 |
| Machine Learning Model Utilization for Mortality Prediction in Mechanically Ventilated ICU Patients Y Liu, X Xu, Y Wang, Z Zhao, M Pishgar medRxiv, 2024.03. 20.24304653, 2024 | | 2024 |
| Textual Advanced Model for Enhancing Prognosis on MIMIC-IV MP Yuhai Wang, Ian Raymond Domingo | | 2024 |
| Examining Caregiver Decision-Making using Human Factors Analysis and Classification System (HFACS), AcciMap, and Risk Evolution, Detection, Evaluation, and Control of Accidents … GP Maryam Pishgar | | 2024 |
| Examining and Preventing Adverse Events in Automation Using a Combined HFACS/REDECA Framework GP Maryam Pishgar | | 2024 |
| Process Mining/ Deep Learning Model to Predict Mortality in Coronary Artery Disease Patients MP Houshang Darabi 2022 International Conference on Cyber-physical Social Intelligence, 2023 | | 2023 |
| Application of REDECA Framework to Improve the Safety and Health of the Agricultural Tractor Drivers HD Maryam Pishgar, Guy Roger Aby, Salah Fuad Issa | | 2023 |
| Effect of a Process Mining based Pre-processing Step in Prediction of the Critical Health Outcomes MP Houshang Darabi arXiv, 2023 | | 2023 |
| Process Mining/Deep Learning Approach for Healthcare Event Prediction and Occupational Safety M Pishgar University of Illinois at Chicago, 2022 | | 2022 |
Houshang DarabiUniversity of Illinois ChicagoVerified email at uic.edu
