Xiao Hu
Orcid: 0000-0001-9478-5571Affiliations:
- University of California, Los Angeles, Department of Neurosurgery, David Geffen School of Medicine, CA, USA (PhD 2004)
According to our database1,
Xiao Hu
authored at least 56 papers
between 2006 and 2024.
Collaborative distances:
Collaborative distances:
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on orcid.org
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Bibliography
2024
Learning From Alarms: A Robust Learning Approach for Accurate Photoplethysmography-Based Atrial Fibrillation Detection Using Eight Million Samples Labeled With Imprecise Arrhythmia Alarms.
IEEE J. Biomed. Health Informatics, May, 2024
From Basic to Extra Features: Hypergraph Transformer Pretrain-then-Finetuning for Balanced Clinical Predictions on EHR.
CoRR, 2024
CoRR, 2024
SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG Signals.
CoRR, 2024
Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes.
CoRR, 2024
Enabling Pre-Shock State Detection using Electrogram Signals from Implantable Cardioverter-Defibrillators.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024
Uncertainty-Aware Pre-Trained Foundation Models for Patient Risk Prediction via Gaussian Process.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024
PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Development of a Technology-Based Dyadic Intervention for Underserved Colorectal Cancer Patients and Caregivers.
Proceedings of the Innovation in Applied Nursing Informatics, 2024
Proceedings of the Innovation in Applied Nursing Informatics, 2024
2023
Log-Spectral Matching GAN: PPG-Based Atrial Fibrillation Detection can be Enhanced by GAN-Based Data Augmentation With Integration of Spectral Loss.
IEEE J. Biomed. Health Informatics, March, 2023
Reconsideration on evaluation of machine learning models in continuous monitoring using wearables.
CoRR, 2023
SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection.
CoRR, 2023
Learned Kernels for Interpretable and Efficient PPG Signal Quality Assessment and Artifact Segmentation.
CoRR, 2023
A Self-Supervised Algorithm for Denoising Photoplethysmography Signals for Heart Rate Estimation from Wearables.
CoRR, 2023
Enhancing Personalized Healthcare via Capturing Disease Severity, Interaction, and Progression.
Proceedings of the IEEE International Conference on Data Mining, 2023
AI-based Models to Predict the Heart Rate Using PPG and Accelerometer Signals During Physical Exercise.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
Impact of Label Noise on the Learning Based Models for a Binary Classification of Physiological Signal.
Sensors, 2022
Time Synchronization of Multimodal Physiological Signals through Alignment of Common Signal Types and Its Technical Considerations in Digital Health.
J. Imaging, 2022
2021
Explainability Metrics of Deep Convolutional Networks for Photoplethysmography Quality Assessment.
IEEE Access, 2021
2020
IEEE J. Biomed. Health Informatics, 2020
npj Digit. Medicine, 2020
IEEE Access, 2020
2019
An algorithm strategy for precise patient monitoring in a connected healthcare enterprise.
npj Digit. Medicine, 2019
Multimodal Technol. Interact., 2019
2018
Electrocardiogram Signal Quality Assessment Based on Structural Image Similarity Metric.
IEEE Trans. Biomed. Eng., 2018
Predict In-Hospital Code Blue Events using Monitor Alarms through Deep Learning Approach.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Robust Assessment of Photoplethysmogram Signal Quality in the Presence of Atrial Fibrillation.
Proceedings of the Computing in Cardiology, 2018
A Statistical Comparative Study of Photoplethysmographic Signals in Wrist-Worn and Fingertip Pulse-Oximetry Devices.
Proceedings of the Computing in Cardiology, 2018
2017
Is the Sequence of SuperAlarm Triggers More Predictive Than Sequence of the Currently Utilized Patient Monitor Alarms?
IEEE Trans. Biomed. Eng., 2017
2015
Integrating monitor alarms with laboratory test results to enhance patient deterioration prediction.
J. Biomed. Informatics, 2015
Int. J. Data Min. Bioinform., 2015
2014
Proceedings of the Computing in Cardiology, CinC 2014, 2014
2013
IEEE Trans. Biomed. Eng., 2013
IEEE Trans. Biomed. Eng., 2013
Improved wavelet entropy calculation with window functions and its preliminary application to study intracranial pressure.
Comput. Biol. Medicine, 2013
2012
Noninvasive Intracranial Pressure Assessment Based on a Data-Mining Approach Using a Nonlinear Mapping Function.
IEEE Trans. Biomed. Eng., 2012
J. Biomed. Informatics, 2012
Artif. Intell. Medicine, 2012
Subpeak regional analysis of intracranial pressure waveform morphology based on cerebrospinal fluid hydrodynamics in the cerebral aqueduct and prepontine cistern.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2010
Improved noninvasive intracranial pressure assessment with nonlinear kernel regression.
IEEE Trans. Inf. Technol. Biomed., 2010
IEEE Trans. Inf. Technol. Biomed., 2010
Forecasting ICP Elevation Based on Prescient Changes of Intracranial Pressure Waveform Morphology.
IEEE Trans. Biomed. Eng., 2010
Computational Hemodynamics in Intracranial Vessels Reconstructed from Biplane Angiograms.
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010
2009
IEEE Trans. Biomed. Eng., 2009
Medical Biol. Eng. Comput., 2009
Time Series Mining Approach for Noninvasive Intracranial Pressure Assessment: An Investigation of Different Regularization Techniques.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009
2008
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008
2007
Characterization of Interdependency Between Intracranial Pressure and Heart Variability Signals: A Causal Spectral Measure and a Generalized Synchronization Measure.
IEEE Trans. Biomed. Eng., 2007
Estimation of Hidden State Variables of the Intracranial System Using Constrained Nonlinear Kalman Filters.
IEEE Trans. Biomed. Eng., 2007
2006
Nonlinear analysis of Cerebral hemodynamic and intracranial pressure signals for characterization of autoregulation.
IEEE Trans. Biomed. Eng., 2006
IEEE Trans. Biomed. Eng., 2006
Biomed. Signal Process. Control., 2006
Integrative Analysis of Intracranial Pressure and R-R Interval Signals: a Study of ICP B-Wave using Causal Coherence.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006