Thomas Heldt

Orcid: 0000-0002-2446-1499

According to our database1, Thomas Heldt authored at least 49 papers between 2002 and 2024.

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Bibliography

2024
Dynamic Estimation of Cardiovascular State From Arterial Blood Pressure Recordings.
IEEE Trans. Biomed. Eng., November, 2024

2023
Low-Order Mechanistic Models for Volumetric and Temporal Capnography: Development, Validation, and Application.
IEEE Trans. Biomed. Eng., September, 2023

Individualized Tracking of Neurocognitive-State-Dependent Eye-Movement Features Using Mobile Devices.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., March, 2023

Fatigue Assessment from Facial Videos using Deep Neural Networks and Engineered Features Informed by Domain Knowledge.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Efficient Deep Learning on Wearable Physiological Sensor Data for Pilot Flight Performance Analysis.
Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023

2022
Transcranial Doppler Ultrasound Database (Philips CX50 ultrasound system).
Dataset, May, 2022

App-Based Saccade Latency and Directional Error Determination Across the Adult Age Spectrum.
IEEE Trans. Biomed. Eng., 2022

Developing a Series of AI Challenges for the United States Department of the Air Force.
CoRR, 2022

2021
Distortion of the Intracranial Pressure Waveform by Extraventricular Drainage System.
IEEE Trans. Biomed. Eng., 2021

2020
Measuring Saccade Latency Using Smartphone Cameras.
IEEE J. Biomed. Health Informatics, 2020

A Spectral Approach to Model-Based Noninvasive Intracranial Pressure Estimation.
IEEE J. Biomed. Health Informatics, 2020

Model-Based Separation, Detection, and Classification of Eye Movements.
IEEE Trans. Biomed. Eng., 2020

A Time-Frequency Approach for Cerebral Embolic Load Monitoring.
IEEE Trans. Biomed. Eng., 2020

Pseudo-Bayesian Model-Based Noninvasive Intracranial Pressure Estimation and Tracking.
IEEE Trans. Biomed. Eng., 2020

Validation of a 'Usual Care' Model for Vasopressor Initiation in a Cohort of Emergency Department Patients with Sepsis.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Clustering Blood Pressure Trajectories in Septic Shock in the Emergency Department.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

A Frequency-domain Approach to Noninvasive Intracranial Pressure Estimation.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Characterizing Fluid Response and Sepsis Progression in Emergency Department Patients.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Enabling Saccade Latency Measurements with Consumer-Grade Cameras.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Fluid-structure Interaction in the Cerebral Venous Transverse Sinus.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Determination of Saccade Latency Distributions using Video Recordings from Consumer-grade Devices.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

An Enhanced Mechanistic Model For Capnography, With Application To CHF-COPD Discrimination.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

A Fiducial Scaffold for ECG Compression in Low-Powered Devices.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

A Multiscale Intracranial Pressure Signal Simulator.
Proceedings of the Computing in Cardiology, 2018

Prediction of Initiation of Vasopressor Administration in Emergency Department Patients at Risk of Septic Shock.
Proceedings of the AMIA 2018, 2018

2017
Model-Based Estimation of Respiratory Parameters from Capnography, With Application to Diagnosing Obstructive Lung Disease.
IEEE Trans. Biomed. Eng., 2017

Classification models to predict vasopressor administration for septic shock in the emergency department.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Statistical analysis of the age dependence of the normal capnogram.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Model-based estimation of radial artery blood pressure from recordings of the Nexfin monitor.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Regression-based noninvasive estimation of intracranial pressure.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Reducing false asystole alarms in intensive care.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Non-Invasive Detection of Intracranial Hypertension Using Random Forests.
Proceedings of the Computing in Cardiology, 2017

2015
Intraoperative hemodynamics predict postoperative mortality in orthotopic liver transplantation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Clustering of capnogram features to track state transitions during procedural sedation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Predicting hyperlactatemia in the MIMIC II database.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Model-based estimation of pulmonary compliance and resistance parameters from time-based capnography.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Automated Quantitative Analysis of Capnogram Shape for COPD-Normal and COPD-CHF Classification.
IEEE Trans. Biomed. Eng., 2014

Signal quality quantification and waveform reconstruction of arterial blood pressure recordings.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

QT Interval Adaptation to Changes in Autonomic Balance.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

Uncovering Clinical Significance of Vital Sign Dynamics in Critical Care.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

2012
Computational Analysis of Cardiovascular Hemodynamics.
Comput. Math. Methods Medicine, 2012

Extraction of fetal heart rate from maternal surface ECG with provisions for multiple pregnancies.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Distilling clinically interpretable information from data collected on next-generation wearable sensors.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Relating Noninvasive Cardiac Output and Total Peripheral Resistance Estimates to Physical Activity in an Ambulatory Setting.
Proceedings of the Computational Physiology, 2011

Real Time Extraction and Analysis of Key Morphological Features in the Electrocardiogram, for Data Compression and Clinical Decision Support.
Proceedings of the Computational Physiology, 2011

2006
Cycle-Averaged Models of Cardiovascular Dynamics.
IEEE Trans. Circuits Syst. I Regul. Pap., 2006

Bayesian Networks for Cardiovascular Monitoring.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Integrating Data, Models, and Reasoning in Critical Care.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2002
Computational Modeling of the Cardiovascular System After Fontan Procedure.
Proceedings of the Medical Data Analysis, Third International Symposium, 2002


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