Fatemeh Amrollahi

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Prediction Model

Predictive Analytics

Neurological Disorders

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Supreeth P. Shashikumar, Fatemeh Amrollahi, Shamim Nemati
Unsupervised Detection and Correction of Model Calibration Shift at Test-Time. EMBC (2023)
Aaron Boussina, Supreeth P. Shashikumar, Fatemeh Amrollahi, Hayden Pour, Michael A. Hogarth, Shamim Nemati
Development & Deployment of a Real-time Healthcare Predictive Analytics Platform. EMBC (2023)
Fatemeh Amrollahi, Supreeth Prajwal Shashikumar, Aaron Boussina, Haben Yhdego, Arshia Nayebnazar, Nathan Yung, Gabriel Wardi, Shamim Nemati
Predicting Hospital Readmission among Patients with Sepsis Using Clinical and Wearable Data. EMBC (2023)
Fatemeh Amrollahi, Supreeth Prajwal Shashikumar, Angela Meier, Lucila Ohno-Machado, Shamim Nemati, Gabriel Wardi
Inclusion of social determinants of health improves sepsis readmission prediction models. J. Am. Medical Informatics Assoc. 29 (7) (2022)
Fatemeh Amrollahi, Supreeth Prajwal Shashikumar, Pradeeban Kathiravelu, Ashish Sharma, Shamim Nemati
AIDEx - An Open-source Platform for Real-Time Forecasting Sepsis and A Case Study on Taking ML Algorithms to Production. EMBC (2020)
Fatemeh Amrollahi, Supreeth P. Shashikumar, Fereshteh Razmi, Shamim Nemati
Contextual Embeddings from Clinical Notes Improves Prediction of Sepsis. AMIA (2020)