Tim Tschampel

According to our database, Tim Tschampel authored at least 5 papers between 2018 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Identification of Pediatric Sepsis Subphenotypes for Enhanced Machine Learning Predictive Performance: A Latent Profile Analysis.

Tom Velez, Tony Wang, Ioannis Koutroulis, James Chamberlain, Amit Uppal, Seife Yohannes, Tim Tschampel, Emilia Apostolova

CoRR, 2019

Using Latent Class Analysis to Identify ARDS Sub-phenotypes for Enhanced Machine Learning Predictive Performance.

Tony Wang, Tim Tschampel, Emilia Apostolova, Tom Velez

CoRR, 2019

Combining Structured and Free-text Electronic Medical Record Data for Real-time Clinical Decision Support.

Emilia Apostolova, Tony Wang, Tim Tschampel, Ioannis Koutroulis, Tom Velez

Proceedings of the 18th BioNLP Workshop and Shared Task, 2019

Towards Reliable ARDS Clinical Decision Support: ARDS Patient Analytics with Free-text and Structured EMR Data.

Emilia Apostolova, Amit Uppal, Jessica Galarraga, Ioannis Koutroulis, Tim Tschampel, Tony Wang, Tom Velez

Proceedings of the AMIA 2019, 2019

2018

Semantically Enhanced Dynamic Bayesian Network for Detecting Sepsis Mortality Risk in ICU Patients with Infection.

Tony Wang, Tom Velez, Emilia Apostolova, Tim Tschampel, Thuy L. Ngo, Joy Hardison

CoRR, 2018