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
4 papers · 1 filter
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 Gene Regulatory Networks with High-Dimensional Heterogeneous Data
Bochao Jia, Faming Liang
The Gaussian graphical model is a widely used tool for learning gene regulatory networks with high-dimensional gene expression data. Most existing methods for Gaussian graphical mo…
Comparing Clinical Judgment with MySurgeryRisk Algorithm for Preoperative Risk Assessment: A Pilot Study
Meghan Brennan, Sahil Puri, Tezcan Ozrazgat-Baslanti +6
Background: Major postoperative complications are associated with increased short and long-term mortality, increased healthcare cost, and adverse long-term consequences. The large…
Joint Estimation and Inference for Data Integration Problems based on Multiple Multi-layered Gaussian Graphical Models
Subhabrata Majumdar, George Michailidis
The rapid development of high-throughput technologies has enabled the generation of data from biological or disease processes that span multiple layers, like genomic, proteomic or…