Fatemeh Amrollahi

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 10 papers. Top paper: “Contextual Embeddings from Clinical Notes Improves Prediction of Sepsis”.

Contextual Embeddings from Clinical Notes Improves Prediction of Sepsis

medRxiv(2021)10.1101/2021.03.02.21252779

N/A

0DataRank · unranked

20 citations

Supreeth P. Shashikumar, Fereshteh Razmi, Shamim Nemati, Fatemeh Amrollahi

Inclusion of social determinants of health improves sepsis readmission prediction models

Journal of the American Medical Informatics Association(2022)10.1093/jamia/ocac060

N/A

0DataRank · unranked

42 citations

Supreeth P. Shashikumar, Angela Meier, Lucila Ohno‐Machado, Shamim Nemati, Gabriel Wardi +1 more

Leveraging clinical data across healthcare institutions for continual learning of predictive risk models

Scientific Reports(2022)10.1038/s41598-022-12497-7

N/A

0DataRank · unranked

40 citations

Supreeth P. Shashikumar, Andre L. Holder, Shamim Nemati, Fatemeh Amrollahi

Predicting Hospital Readmission among Patients with Sepsis using Clinical and Wearable Data

medRxiv(2023)10.1101/2023.04.10.23288368

N/A

0DataRank · unranked

5 citations

Supreeth P. Shashikumar, Haben Yhdego, Arshia Nayebnazar, Nathan Yung, Gabriel Wardi +2 more

Development & Deployment of a Real-time Healthcare Predictive Analytics Platform

PubMed(2023)10.1109/embc40787.2023.10340351

N/A

0DataRank · unranked

5 citations

Supreeth P. Shashikumar, Fatemeh Amrollahi, Hayden Pour, Michael Hogarth, Shamim Nemati +1 more

Prediction of Unplanned Hospital Readmission using Clinical and Longitudinal Wearable Sensor Features

medRxiv(2023)10.1101/2023.04.10.23288371

N/A

0DataRank · unranked

4 citations

Arshia Nayebnazar, Fatemeh Amrollahi, Aaron Boussina, Supreeth P. Shashikumar, Gabriel Wardi +2 more

Predicting Hospital Readmission among Patients with Sepsis Using Clinical and Wearable Data

PubMed(2023)10.1109/embc40787.2023.10341165

N/A

0DataRank · unranked

4 citations

Supreeth P. Shashikumar, Aaron Boussina, Haben Yhdego, Arshia Nayebnazar, Nathan Yung +3 more

Unsupervised Detection and Correction of Model Calibration Shift at Test-Time

PubMed(2023)10.1109/embc40787.2023.10341086

N/A

0DataRank · unranked

3 citations

Fatemeh Amrollahi, Shamim Nemati, Supreeth P. Shashikumar

Development & Deployment of a Real-time Healthcare Predictive Analytics Platform

medRxiv(2023)10.1101/2023.04.10.23288373

N/A

0DataRank · unranked

2 citations

Supreeth P. Shashikumar, Fatemeh Amrollahi, Hayden Pour, Michael Hogarth, Shamim Nemati +1 more

The impact of a best practice advisory for shifting to oral medications: A quality improvement project

Journal of Hospital Medicine(2025)10.1002/jhm.70127

N/A

0DataRank · unranked

1 citations

Leon S. Moskatel, Sean Carlton, Fatemeh Amrollahi, David J. Epstein, Amy Chang +4 more