Jacob Kimball
Orcid: 0000-0002-3241-6823Affiliations:
- Georgia Institute of Technology, Atlanta, GA, USA
According to our database1,
Jacob Kimball authored at least 20 papers
between 2016 and 2026.
Collaborative distances:
Collaborative distances:
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Bibliography
2026
Establishing generalizability of wearable-enabled blood volume decompensation status estimation algorithms using transfer learning.
Comput. Biol. Medicine, 2026
2025
Enabling Intelligent Resuscitation: Non-Invasive Cardiac Output Monitoring via Physiological Sensing and Machine Learning.
Proceedings of the 21st IEEE International Conference on Body Sensor Networks, 2025
2024
Parsimonious waveform-derived features consisting of pulse arrival time and heart rate variability predicts the onset of septic shock.
Biomed. Signal Process. Control., 2024
2023
Real-Time Seismocardiogram Feature Extraction Using Adaptive Gaussian Mixture Models.
IEEE J. Biomed. Health Informatics, August, 2023
2022
IEEE J. Biomed. Health Informatics, 2022
Reducing the Impact of External Vibrations on Fiducial Point Detection in Seismocardiogram Signals.
IEEE Trans. Biomed. Eng., 2022
Wearable Sensors and Machine Learning for Hypovolemia Problems in Occupational, Military and Sports Medicine: Physiological Basis, Hardware and Algorithms.
Sensors, 2022
Classification of Blood Volume Decompensation State via Machine Learning Analysis of Multi-Modal Wearable-Compatible Physiological Signals.
Sensors, 2022
Improving Respiratory Timing Estimation Using Quality Indexing and Electrocardiogram-Derived Respiration.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
Unifying the Estimation of Blood Volume Decompensation Status in a Porcine Model of Relative and Absolute Hypovolemia Via Wearable Sensing.
IEEE J. Biomed. Health Informatics, 2021
Accurate Ballistocardiogram Based Heart Rate Estimation Using an Array of Load Cells in a Hospital Bed.
IEEE J. Biomed. Health Informatics, 2021
Harnessing the Manifold Structure of Cardiomechanical Signals for Physiological Monitoring During Hemorrhage.
IEEE Trans. Biomed. Eng., 2021
2020
Wearable- and Catheter-Based Cardiovascular Signals during Progressive Exsanguination in a Porcine Model of Hemorrhage.
Dataset, June, 2020
A Unified Framework for Quality Indexing and Classification of Seismocardiogram Signals.
IEEE J. Biomed. Health Informatics, 2020
IEEE J. Biomed. Health Informatics, 2020
Localizing Placement of Cardiomechanical Sensors during Dynamic Periods via Template Matching.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Mitigating Hypovolemia-Induced Miscalibration of Photoplethysmogram-Derived Blood Pressure.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the Computing in Cardiology, 2020
2019
Automated Identification of Persistent Time-Domain Features in Seismocardiogram Signals.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019
2016
Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016