Jonathan Elmer

According to our database, Jonathan Elmer authored at least 12 papers between 2002 and 2026.

Collaborative distances:

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

2026

Preventing Data Leakage in EEG-Based Survival Prediction: A Two-Stage Embedding and Transformer Framework.

Yixin Zhou, Zhixiang Liu, Vladimir I. Zadorozhny, Jonathan Elmer

CoRR, March, 2026

2025

STAMP: Spatial-Temporal Adapter with Multi-Head Pooling.

Brad Shook, Abby Turner, Jieshi Chen, Michal Wilinski, Mononito Goswami, Jonathan Elmer, Artur Dubrawski

CoRR, November, 2025

Stepwise Fine and Gray: Subject-Specific Variable Selection Shows When Hemodynamic Data Improves Prognostication of Comatose Post-Cardiac Arrest Patients.

Xiaobin Shen, Jonathan Elmer, George H. Chen

Proceedings of the Machine Learning for Healthcare Conference (MLHC 2025), 2025

Perils of Label Indeterminacy: A Case Study on Prediction of Neurological Recovery After Cardiac Arrest.

Jakob Schoeffer, Maria De-Arteaga, Jonathan Elmer

Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency, 2025

2023

Benefit-aware early prediction of health outcomes on multivariate EEG time series.

Shubhranshu Shekhar, Dhivya Eswaran, Bryan Hooi, Jonathan Elmer, Christos Faloutsos, Leman Akoglu

J. Biomed. Informatics, March, 2023

Neurological Prognostication of Post-Cardiac-Arrest Coma Patients Using EEG Data: A Dynamic Survival Analysis Framework with Competing Risks.

Xiaobin Shen, Jonathan Elmer, George H. Chen

Proceedings of the Machine Learning for Healthcare Conference, 2023

Predicting Recovery from Coma Following Cardiac Arrest with a Reduced Set of EEG Channels.

Nathan T. Riek, Jonathan Elmer, Salah S. Al-Zaiti, Murat Akçakaya

Proceedings of the Computing in Cardiology, 2023

2021

SmartPrognosis: Automatic ensemble classification for quantitative EEG analysis in patients resuscitated from cardiac arrest.

Fan Yang, Jonathan Elmer, Vladimir I. Zadorozhny

Knowl. Based Syst., 2021

2019

An Algorithm for Automated, Noninvasive Detection of Cortical Spreading Depolarizations Based on EEG Simulations.

Alireza Chamanzar, Shilpa Anna George, Praveen Venkatesh, Maysamreza Chamanzar, Lori Shutter, Jonathan Elmer, Pulkit Grover

IEEE Trans. Biomed. Eng., 2019

Prognostication of Neurological Recovery by Analyzing Structural Breaks in EEG Data.

David Bethge, Jieshi Chen, Oliver Grothe, Jonathan Elmer, Artur Dubrawski

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

BrainFlux: An Integrated Data Warehousing Infrastructure for Dynamic Health Data.

Jonathan Elmer, Quan Zhou, Yichi Zhang, Fan Yang, Vladimir I. Zadorozhny

Proceedings of the New Trends in Databases and Information Systems, 2019

2002

Technoromanticism: digital narrative, holism, and the romance of the real. R. Coyne. MIT Press, Cambridge (1999).

Jonathan Elmer

Inf. Soc., 2002