Jonathan Elmer

16 papers Journal 10Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Preventing Data Leakage in EEG-Based Survival Prediction: A Two-Stage Embedding and Transformer Framework.
CoRR
Yixin Zhou, Zhixiang Liu, Vladimir I. Zadorozhny, Jonathan Elmer
2025 — conf
Perils of Label Indeterminacy: A Case Study on Prediction of Neurological Recovery After Cardiac Arrest.
FAccT
Jakob Schoeffer, Maria De-Arteaga, Jonathan Elmer
2025 J jnl
Perils of Label Indeterminacy: A Case Study on Prediction of Neurological Recovery After Cardiac Arrest.
CoRR
Jakob Schoeffer, Maria De-Arteaga, Jonathan Elmer
2025 J jnl
STAMP: Spatial-Temporal Adapter with Multi-Head Pooling.
CoRR
Brad Shook, Abby Turner, Jieshi Chen, Michal Wilinski, Mononito Goswami, Jonathan Elmer, Artur Dubrawski
2025 — conf
Stepwise Fine and Gray: Subject-Specific Variable Selection Shows When Hemodynamic Data Improves Prognostication of Comatose Post-Cardiac Arrest Patients.
MLHC
Xiaobin Shen, Jonathan Elmer, George H. Chen
2025 J jnl
Stepwise Fine and Gray: Subject-Specific Variable Selection Shows When Hemodynamic Data Improves Prognostication of Comatose Post-Cardiac Arrest Patients.
CoRR
Xiaobin Shen, Jonathan Elmer, George H. Chen
2023 J jnl
Benefit-aware early prediction of health outcomes on multivariate EEG time series.
J. Biomed. Informatics
Shubhranshu Shekhar, Dhivya Eswaran, Bryan Hooi, Jonathan Elmer, Christos Faloutsos, Leman Akoglu
2023 — conf
Neurological Prognostication of Post-Cardiac-Arrest Coma Patients Using EEG Data: A Dynamic Survival Analysis Framework with Competing Risks.
MLHC
Xiaobin Shen, Jonathan Elmer, George H. Chen
2023 J jnl
Neurological Prognostication of Post-Cardiac-Arrest Coma Patients Using EEG Data: A Dynamic Survival Analysis Framework with Competing Risks.
CoRR
Xiaobin Shen, Jonathan Elmer, George H. Chen
2023 — conf
Predicting Recovery from Coma Following Cardiac Arrest with a Reduced Set of EEG Channels.
CinC
Nathan T. Riek, Jonathan Elmer, Salah S. Al-Zaiti, Murat Akçakaya
2021 J jnl
Benefit-aware Early Prediction of Health Outcomes on Multivariate EEG Time Series.
CoRR
Shubhranshu Shekhar, Dhivya Eswaran, Bryan Hooi, Jonathan Elmer, Christos Faloutsos, Leman Akoglu
2021 J jnl
SmartPrognosis: Automatic ensemble classification for quantitative EEG analysis in patients resuscitated from cardiac arrest.
Knowl. Based Syst.
Fan Yang, Jonathan Elmer, Vladimir I. Zadorozhny
2019 J jnl
An Algorithm for Automated, Noninvasive Detection of Cortical Spreading Depolarizations Based on EEG Simulations.
IEEE Trans. Biomed. Eng.
Alireza Chamanzar, Shilpa Anna George, Praveen Venkatesh, Maysamreza Chamanzar, Lori Shutter, Jonathan Elmer, Pulkit Grover
2019 — conf
BrainFlux: An Integrated Data Warehousing Infrastructure for Dynamic Health Data.
ADBIS (Short Papers and Workshops)
Jonathan Elmer, Quan Zhou, Yichi Zhang, Fan Yang, Vladimir I. Zadorozhny
2019 — conf
Prognostication of Neurological Recovery by Analyzing Structural Breaks in EEG Data.
ICDM Workshops
David Bethge, Jieshi Chen, Oliver Grothe, Jonathan Elmer, Artur Dubrawski
2002 J jnl
Technoromanticism: digital narrative, holism, and the romance of the real. R. Coyne. MIT Press, Cambridge (1999).
Inf. Soc.
Jonathan Elmer