Tim Tschampel

Publication Activity (10 Years)

Years Active: 2018-2019
Publications (10 Years): 5

Top Topics

Medical Records

Prognostic Models

Intensive Care Units

Statistical Analysis

Top Venues

Publications

Tom Velez, Tony Wang, Ioannis Koutroulis, James Chamberlain, Amit Uppal, Seife Yohannes, Tim Tschampel, Emilia Apostolova
Identification of Pediatric Sepsis Subphenotypes for Enhanced Machine Learning Predictive Performance: A Latent Profile Analysis. CoRR (2019)
Emilia Apostolova, Amit Uppal, Jessica Galarraga, Ioannis Koutroulis, Tim Tschampel, Tony Wang, Tom Velez
Towards Reliable ARDS Clinical Decision Support: ARDS Patient Analytics with Free-text and Structured EMR Data. AMIA (2019)
Emilia Apostolova, Tony Wang, Tim Tschampel, Ioannis Koutroulis, Tom Velez
Combining Structured and Free-text Electronic Medical Record Data for Real-time Clinical Decision Support. BioNLP@ACL (2019)
Tony Wang, Tim Tschampel, Emilia Apostolova, Tom Velez
Using Latent Class Analysis to Identify ARDS Sub-phenotypes for Enhanced Machine Learning Predictive Performance. CoRR (2019)
Tony Wang, Tom Velez, Emilia Apostolova, Tim Tschampel, Thuy L. Ngo, Joy Hardison
Semantically Enhanced Dynamic Bayesian Network for Detecting Sepsis Mortality Risk in ICU Patients with Infection. CoRR (2018)