1.7k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of FloridaUS30 papers
- UF Health Cancer Center5 papers
- Cornell UniversityUS4 papers
- Florida CollegeUS4 papers
- Northwestern UniversityUS4 papers
- Stanford UniversityUS4 papers
- Weill Cornell MedicineUS4 papers
- Florida State UniversityUS3 papers
- University of Alabama at BirminghamUS3 papers
- University of California, Los AngelesUS3 papers
- University of California San DiegoUS3 papers
- University of MichiganUS3 papers
5 papers · 1 filter
Federated Learning for Healthcare Informatics
Jie Xu, Benjamin S. Glicksberg, Chang Su +3
With the rapid development of computer software and hardware technologies, more and more healthcare data are becoming readily available from clinical institutions, patients, insura…
Enhancing Prediction Models for One-Year Mortality in Patients with Acute Myocardial Infarction and Post Myocardial Infarction Syndrome
Seyedeh Neelufar Payrovnaziri, Laura A. Barrett, Daniel Bis +2
Predicting the risk of mortality for patients with acute myocardial infarction (AMI) using electronic health records (EHRs) data can help identify risky patients who might need mor…
Building Computational Models to Predict One-Year Mortality in ICU Patients with Acute Myocardial Infarction and Post Myocardial Infarction Syndrome
Laura A. Barrett, Seyedeh Neelufar Payrovnaziri, Jiang Bian +1
Heart disease remains the leading cause of death in the United States. Compared with risk assessment guidelines that require manual calculation of scores, machine learning-based pr…
Learning Pain from Action Unit Combinations: A Weakly Supervised Approach via Multiple Instance Learning
Zhanli Chen, Rashid Ansari, Diana J. Wilkie
Patient pain can be detected highly reliably from facial expressions using a set of facial muscle-based action units (AUs) defined by the Facial Action Coding System (FACS). A key…
Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis
Benjamin Shickel, Patrick Tighe, Azra Bihorac +1
The past decade has seen an explosion in the amount of digital information stored in electronic health records (EHR). While primarily designed for archiving patient clinical inform…