Thomas Heldt

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 34

Top Topics

State Transitions

Video Recordings

Top Venues

IEEE Trans. Biomed. Eng.

IEEE J. Biomed. Health Informatics

Publications

Hsin-Yu Lai, Charles G. Sodini, Vivienne Sze, Thomas Heldt
Individualized Tracking of Neurocognitive-State-Dependent Eye-Movement Features Using Mobile Devices. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (1) (2023)
Elizabeth K. Murray, Carine X. You, George C. Verghese, Baruch S. Krauss, Thomas Heldt
Low-Order Mechanistic Models for Volumetric and Temporal Capnography: Development, Validation, and Application. IEEE Trans. Biomed. Eng. 70 (9) (2023)
Patrick W. Moore, Hrishikesh M. Rao, Christine Beauchene, Emilie Cowen, Sophia Yuditskaya, Thomas Heldt, Laura J. Brattain
Efficient Deep Learning on Wearable Physiological Sensor Data for Pilot Flight Performance Analysis. BSN (2023)
Luke Kenworthy, Patrick W. Moore, Hrishikesh M. Rao, Laura J. Brattain, Kevin James, Thomas Heldt
Fatigue Assessment from Facial Videos using Deep Neural Networks and Engineered Features Informed by Domain Knowledge. EMBC (2023)
Hsin-Yu Lai, Gladynel Saavedra-Peña, Charles G. Sodini, Thomas Heldt, Vivienne Sze
App-Based Saccade Latency and Directional Error Determination Across the Adult Age Spectrum. IEEE Trans. Biomed. Eng. 69 (2) (2022)
Vijay Gadepally, Gregory Angelides, Andrei Barbu, Andrew Bowne, Laura J. Brattain, Tamara Broderick, Armando Cabrera, Glenn Carl, Ronisha Carter, Miriam Cha, Emilie Cowen, Jesse Cummings, Bill Freeman, James R. Glass, Sam Goldberg, Mark Hamilton, Thomas Heldt, Kuan Wei Huang, Phillip Isola, Boris Katz, Jamie Koerner, Yen-Chen Lin, David Mayo, Kyle McAlpin, Taylor Perron, Jean E. Piou, Hrishikesh M. Rao, Hayley Reynolds, Kaira Samuel, Siddharth Samsi, Morgan Schmidt, Leslie Shing, Olga Simek, Brandon Swenson, Vivienne Sze, Jonathan Taylor, Paul Tylkin, Mark Veillette, Matthew L. Weiss, Allan B. Wollaber, Sophia Yuditskaya, Jeremy Kepner
Developing a Series of AI Challenges for the United States Department of the Air Force. CoRR (2022)
Daniel Teichmann, James C. Lynch, Thomas Heldt
Distortion of the Intracranial Pressure Waveform by Extraventricular Drainage System. IEEE Trans. Biomed. Eng. 68 (5) (2021)
Rohan Jaishankar, Andrea Fanelli, Aristotelis Filippidis, Thai Vu, James Holsapple, Thomas Heldt
A Spectral Approach to Model-Based Noninvasive Intracranial Pressure Estimation. IEEE J. Biomed. Health Informatics 24 (8) (2020)
Federico Wadehn, Thilo Weber, David J. Mack, Thomas Heldt, Hans-Andrea Loeliger
Model-Based Separation, Detection, and Classification of Eye Movements. IEEE Trans. Biomed. Eng. 67 (2) (2020)
Hsin-Yu Lai, Gladynel Saavedra-Peña, Charles G. Sodini, Vivienne Sze, Thomas Heldt
Measuring Saccade Latency Using Smartphone Cameras. IEEE J. Biomed. Health Informatics 24 (3) (2020)
Baturay Aydemir, Varesh Prasad, James C. Lynch, Brett Biebelberg, Iain Kehoe, Andrew T. Reisner, Thomas Heldt
Validation of a 'Usual Care' Model for Vasopressor Initiation in a Cohort of Emergency Department Patients with Sepsis. EMBC (2020)
Syed M. Imaduddin, Andrea Fanelli, Frederick W. Vonberg, Robert C. Tasker, Thomas Heldt
Pseudo-Bayesian Model-Based Noninvasive Intracranial Pressure Estimation and Tracking. IEEE Trans. Biomed. Eng. 67 (6) (2020)
Syed M. Imaduddin, Kerri L. LaRovere, Barry D. Kussman, Thomas Heldt
A Time-Frequency Approach for Cerebral Embolic Load Monitoring. IEEE Trans. Biomed. Eng. 67 (4) (2020)
Qiao Gu, Varesh Prasad, Thomas Heldt
Characterizing Fluid Response and Sepsis Progression in Emergency Department Patients. EMBC (2019)
Rohan Jaishankar, Andrea Fanelli, Aristotelis Filippidis, Thai Vu, James Holsapple, Thomas Heldt
A Frequency-domain Approach to Noninvasive Intracranial Pressure Estimation. EMBC (2019)
Varesh Prasad, James C. Lynch, Michael R. Filbin, Andrew T. Reisner, Thomas Heldt
Clustering Blood Pressure Trajectories in Septic Shock in the Emergency Department. EMBC (2019)
Ekin Karasan, Abubakar Abid, Rebecca J. Mieloszyk, Baruch S. Krauss, Thomas Heldt, George C. Verghese
An Enhanced Mechanistic Model For Capnography, With Application To CHF-COPD Discrimination. EMBC (2018)
Eun Bo Shim, Thomas Heldt
Fluid-structure Interaction in the Cerebral Venous Transverse Sinus. EMBC (2018)
Varesh Prasad, James C. Lynch, Trent Gillingham, Saurav Nepal, Michael R. Filbin, Andrew T. Reisner, Thomas Heldt
Prediction of Initiation of Vasopressor Administration in Emergency Department Patients at Risk of Septic Shock. AMIA (2018)
Hsin-Yu Lai, Gladynel Saavedra-Peña, Charles G. Sodini, Thomas Heldt, Vivienne Sze
Enabling Saccade Latency Measurements with Consumer-Grade Cameras. ICIP (2018)
Gladynel Saavedra-Peña, Hsin-Yu Lai, Vivienne Sze, Thomas Heldt
Determination of Saccade Latency Distributions using Video Recordings from Consumer-grade Devices. EMBC (2018)
Federico Wadehn, David J. Mack, Emanuela Keller, Thomas Heldt
A Multiscale Intracranial Pressure Signal Simulator. CinC (2018)
Jonathan Birjiniuk, Ankit J. Gordhandas, George C. Verghese, Thomas Heldt
A Fiducial Scaffold for ECG Compression in Low-Powered Devices. EMBC (2018)
Abubakar Abid, Rebecca J. Mieloszyk, George C. Verghese, Baruch S. Krauss, Thomas Heldt
Model-Based Estimation of Respiratory Parameters from Capnography, With Application to Diagnosing Obstructive Lung Disease. IEEE Trans. Biomed. Eng. 64 (12) (2017)
Andrea Fanelli, Frederick W. Vonberg, Rohan Jaishankar, Syed M. Imaduddin, Robert C. Tasker, Thomas Heldt
Regression-based noninvasive estimation of intracranial pressure. EMBC (2017)
Syed M. Imaduddin, Thomas Heldt
Model-based estimation of radial artery blood pressure from recordings of the Nexfin monitor. EMBC (2017)
Rebecca J. Mieloszyk, Baruch S. Krauss, Diana Montagu, Gary Andolfatto, Egidio Barbi, George C. Verghese, Thomas Heldt
Statistical analysis of the age dependence of the normal capnogram. EMBC (2017)
Federico Wadehn, Thomas Heldt, Dario Walser, Marek Czosnyka, Michal Bohdanowicz
Non-Invasive Detection of Intracranial Hypertension Using Random Forests. CinC (2017)
Varesh Prasad, James C. Lynch, Corey L. Pasakarnis, Jill E. Thorsen, Michael R. Filbin, Andrew T. Reisner, Thomas Heldt
Classification models to predict vasopressor administration for septic shock in the emergency department. EMBC (2017)
Remi Dekimpe, Thomas Heldt
Reducing false asystole alarms in intensive care. EMBC (2017)
Varesh Prasad, Nicola Toschi, Antonio Canichella, Martina Marcellucci, Filadelfo Coniglione, Mario Dauri, Maria Guerrisi, Thomas Heldt
Intraoperative hemodynamics predict postoperative mortality in orthotopic liver transplantation. EMBC (2015)
Rebecca J. Mieloszyk, Margaret G. Guo, George C. Verghese, Gary Andolfatto, Thomas Heldt, Baruch S. Krauss
Clustering of capnogram features to track state transitions during procedural sedation. EMBC (2015)
Abubakar Abid, Rebecca J. Mieloszyk, George C. Verghese, Baruch S. Krauss, Thomas Heldt
Model-based estimation of pulmonary compliance and resistance parameters from time-based capnography. EMBC (2015)
Max Dunitz, George C. Verghese, Thomas Heldt
Predicting hyperlactatemia in the MIMIC II database. EMBC (2015)
Ehimwenma Nosakhare, George C. Verghese, Robert C. Tasker, Thomas Heldt
QT Interval Adaptation to Changes in Autonomic Balance. CinC (2014)
Andrea Fanelli, Thomas Heldt
Signal quality quantification and waveform reconstruction of arterial blood pressure recordings. EMBC (2014)
Li-Wei H. Lehman, Shamim Nemati, George B. Moody, Thomas Heldt, Roger G. Mark
Uncovering Clinical Significance of Vital Sign Dynamics in Critical Care. CinC (2014)
Rebecca J. Mieloszyk, George C. Verghese, Kenneth Deitch, Brendan Cooney, Abdullah Khalid, Milciades A. Mirre-Gonzalez, Thomas Heldt, Baruch S. Krauss
Automated Quantitative Analysis of Capnogram Shape for COPD-Normal and COPD-CHF Classification. IEEE Trans. Biomed. Eng. 61 (12) (2014)
Eun Bo Shim, Thomas Heldt, Akira Amano, Kyehan Rhee
Computational Analysis of Cardiovascular Hemodynamics. Comput. Math. Methods Medicine 2012 (2012)
Andrea Fanelli, Maria G. Signorini, Thomas Heldt
Extraction of fetal heart rate from maternal surface ECG with provisions for multiple pregnancies. EMBC (2012)
Ankit J. Gordhandas, Thomas Heldt, George C. Verghese
Real Time Extraction and Analysis of Key Morphological Features in the Electrocardiogram, for Data Compression and Clinical Decision Support. AAAI Spring Symposium: Computational Physiology (2011)
Bryan Haslam, Thomas Heldt, Ankit J. Gordhandas, Catherine Ricciardi, George C. Verghese
Relating Noninvasive Cardiac Output and Total Peripheral Resistance Estimates to Physical Activity in an Ambulatory Setting. AAAI Spring Symposium: Computational Physiology (2011)
Bryan Haslam, Ankit J. Gordhandas, Catherine Ricciardi, George C. Verghese, Thomas Heldt
Distilling clinically interpretable information from data collected on next-generation wearable sensors. EMBC (2011)
Tushar Anil Parlikar, Thomas Heldt, George C. Verghese
Cycle-Averaged Models of Cardiovascular Dynamics. IEEE Trans. Circuits Syst. I Regul. Pap. (11) (2006)
Thomas Heldt, William J. Long, George C. Verghese, Peter Szolovits, Roger G. Mark
Integrating Data, Models, and Reasoning in Critical Care. EMBC (2006)
Jennifer M. Roberts, Tushar Anil Parlikar, Thomas Heldt, George C. Verghese
Bayesian Networks for Cardiovascular Monitoring. EMBC (2006)
Eun Bo Shim, Chan-Hyun Youn, Thomas Heldt, Roger D. Kamm, Roger G. Mark
Computational Modeling of the Cardiovascular System After Fontan Procedure. ISMDA (2002)