| Predicting clinical outcomes from large scale cancer genomic profiles with deep survival models S Yousefi, F Amrollahi, M Amgad, C Dong, JE Lewis, C Song, DA Gutman, ... Scientific reports 7 (1), 1-11, 2017 | 223 | 2017 |
| Multi-faceted computational assessment of risk and progression in oligodendroglioma implicates NOTCH and PI3K pathways SH Halani, S Yousefi, J Velazquez Vega, MR Rossi, Z Zhao, F Amrollahi, ... NPJ precision oncology 2 (1), 24, 2018 | 36 | 2018 |
| Inclusion of social determinants of health improves sepsis readmission prediction models F Amrollahi, SP Shashikumar, A Meier, L Ohno-Machado, S Nemati, ... Journal of the American Medical Informatics Association 29 (7), 1263-1270, 2022 | 17 | 2022 |
| Leveraging clinical data across healthcare institutions for continual learning of predictive risk models F Amrollahi, SP Shashikumar, AL Holder, S Nemati Scientific Reports 12 (1), 8380, 2022 | 15 | 2022 |
| Contextual embeddings from clinical notes improves prediction of sepsis F Amrollahi, SP Shashikumar, F Razmi, S Nemati AMIA annual symposium proceedings 2020, 197, 2020 | 11 | 2020 |
| AIDEx-an open-source platform for real-time forecasting sepsis and a case study on taking ML algorithms to production F Amrollahi, SP Shashikumar, P Kathiravelu, A Sharma, S Nemati 2020 42nd Annual International Conference of the IEEE Engineering in …, 2020 | 9 | 2020 |
| Development & Deployment of a Real-time Healthcare Predictive Analytics Platform A Boussina, S Shashikumar, F Amrollahi, H Pour, M Hogarth, S Nemati 2023 45th Annual International Conference of the IEEE Engineering in …, 2023 | 2 | 2023 |
| DeepAISE on FHIR—An Interoperable Real-Time Predictive Analytic Platform for Early Prediction of Sepsis V Lakshman, F Amrollahi, VS Koppisetty, SP Shashikumar, A Sharma, ... AMIA Annual Symposium proceedings, 2018 | 2 | 2018 |
| Predicting Hospital Readmission among Patients with Sepsis Using Clinical and Wearable Data F Amrollahi, SP Shashikumar, A Boussina, H Yhdego, A Nayebnazar, ... 2023 45th Annual International Conference of the IEEE Engineering in …, 2023 | 1 | 2023 |
| Prediction of Unplanned Hospital Readmission using Clinical and Longitudinal Wearable Sensor Features HH Yhdego, A Nayebnazar, F Amrollahi, A Boussina, S Shashikumar, ... medRxiv, 2023 | 1 | 2023 |
| Markers of progression in oligodendroglioma JEV Vega, SH Halani, S Yousefi, F Amrollahi, CA Holder, LM Poisson, ... MODERN PATHOLOGY 30, 438A-438A, 2017 | 1 | 2017 |
| Unsupervised Detection and Correction of Model Calibration Shift at Test-Time SP Shashikumar, F Amrollahi, S Nemati 2023 45th Annual International Conference of the IEEE Engineering in …, 2023 | | 2023 |
| Generalizable Risk Predictive Deep Learning Models F Amrollahi University of California, San Diego, 2023 | | 2023 |
| An Scalable and Interoperable Real-time Software Platform for Forecasting the Onset-time of Sepsis F Amrollahi | | 2019 |
| The Role of NOTCH1 and PI3K Pathways In The Progression of Oligodendrogliomas JV Vega, SH Halani, S Yousefi, F Amrollahi, CA Holder, LM Poisson, ... | | 2017 |
Lee CooperDepartment of Pathology, Northwestern UniversityVerified email at northwestern.edu
