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ORCIDXiao Hu 0002
Person information
- affiliation (PhD 2004): University of California, Los Angeles, Department of Neurosurgery, David Geffen School of Medicine, CA, USA
Other persons with the same name
- Xiao Hu — disambiguation page
- Xiao Hu 0001
![[0000-0003-3994-0385]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-3994-0385")
— University of Hong Kong, Faculty of Education, Hong Kong (and 2 more) - Xiao Hu 0003 — Nanyang Technological University, School of Materials Science and Engineering, Singapore (and 2 more)
- Xiao Hu 0004 — Purdue University, West Lafayette, IN, USA
- Xiao Hu 0005 — University of Waterloo, Canada (and 2 more)
- Xiao Hu 0006 — Beijing Bytedance Network Technology Co., Ltd., Beijing, China (and 1 more)
- Xiao Hu 0007 — Nanjing University, School of Electronic Science and Engineering, Nanjing, China
- Xiao Hu 0008 — University of Ottawa, Faculty of Engineering, Ottawa, ON, Canada
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Journal Articles
- 2024
[j31]Cheng Ding, Zhicheng Guo, Cynthia Rudin, Ran Xiao, Amit J. Shah, Duc H. Do, Randall J. Lee, Gari D. Clifford, Fadi B. Nahab, Xiao Hu:
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 28(5): 2650-2661 (2024)- 2023
- [j30]Cheng Ding, Ran Xiao, Duc H. Do, David Scott Lee, Randall J. Lee, Shadi Kalantarian, Xiao Hu:
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 27(3): 1331-1341 (2023) - 2022
- [j29]Ran Xiao, Cheng Ding, Xiao Hu:
Time Synchronization of Multimodal Physiological Signals through Alignment of Common Signal Types and Its Technical Considerations in Digital Health. J. Imaging 8(5): 120 (2022) - [j28]Cheng Ding, Tânia Pereira, Ran Xiao, Randall J. Lee, Xiao Hu:
Impact of Label Noise on the Learning Based Models for a Binary Classification of Physiological Signal. Sensors 22(19): 7166 (2022) - 2021
- [j27]Oliver Zhang, Cheng Ding, Tânia Pereira, Ran Xiao, Kais Gadhoumi, Karl Meisel, Randall J. Lee, Yiran Chen, Xiao Hu:
Explainability Metrics of Deep Convolutional Networks for Photoplethysmography Quality Assessment. IEEE Access 9: 29736-29745 (2021) - 2020
- [j26]Ran Xiao, Duc H. Do, Cheng Ding, Karl Meisel, Randall J. Lee, Xiao Hu:
Generalizability of SuperAlarm via Cross-Institutional Performance Evaluation. IEEE Access 8: 132404-132412 (2020) - [j25]Tânia Pereira, Nate Tran, Kais Gadhoumi, Michele M. Pelter, Duc H. Do, Randall J. Lee, Rene Colorado, Karl Meisel, Xiao Hu:
Photoplethysmography based atrial fibrillation detection: a review. npj Digit. Medicine 3 (2020) - [j24]Tânia Pereira, Kais Gadhoumi, Mitchell Ma, Xiuyun Liu, Ran Xiao, Rene Colorado, Kevin J. Keenan, Karl Meisel, Xiao Hu:
A Supervised Approach to Robust Photoplethysmography Quality Assessment. IEEE J. Biomed. Health Informatics 24(3): 649-657 (2020) - 2019
- [j23]Sukardi Suba, Cass Sandoval, Xiao Hu, Michele M. Pelter:
ECG Monitoring during End of Life Care: Implications on Alarm Fatigue. Multimodal Technol. Interact. 3(1): 18 (2019) - [j22]Xiao Hu:
An algorithm strategy for precise patient monitoring in a connected healthcare enterprise. npj Digit. Medicine 2 (2019) - 2018
- [j21]Yalda Shahriari, Richard Fidler, Michele M. Pelter, Yong Bai, Andrea Villaroman, Xiao Hu:
Electrocardiogram Signal Quality Assessment Based on Structural Image Similarity Metric. IEEE Trans. Biomed. Eng. 65(4): 745-753 (2018) - 2017
- [j20]Yong Bai, Duc H. Do, Quan Ding, Jorge Arroyo-Palacios, Yalda Shahriari, Michele M. Pelter, Noel G. Boyle, Richard Fidler, Xiao Hu:
Is the Sequence of SuperAlarm Triggers More Predictive Than Sequence of the Currently Utilized Patient Monitor Alarms? IEEE Trans. Biomed. Eng. 64(5): 1023-1032 (2017) - 2015
- [j19]Sunghan Kim, Fabien Scalzo, Donatello Telesca, Xiao Hu:
Ensemble of sparse classifiers for high-dimensional biological data. Int. J. Data Min. Bioinform. 12(2): 167-183 (2015) - [j18]Yong Bai, Duc H. Do, Patricia Rae Eileen Harris, Daniel Schindler, Noel G. Boyle, Barbara J. Drew, Xiao Hu:
Integrating monitor alarms with laboratory test results to enhance patient deterioration prediction. J. Biomed. Informatics 53: 81-92 (2015) - 2013
- [j17]Peng Xu, Xiao Hu, Dezhong Yao:
Improved wavelet entropy calculation with window functions and its preliminary application to study intracranial pressure. Comput. Biol. Medicine 43(5): 425-433 (2013) - [j16]Fabien Scalzo, David S. Liebeskind, Xiao Hu:
Reducing False Intracranial Pressure Alarms Using Morphological Waveform Features. IEEE Trans. Biomed. Eng. 60(1): 235-239 (2013) - [j15]Sunghan Kim, Robert B. Hamilton, Stacy Pineles, Marvin Bergsneider, Xiao Hu:
Noninvasive Intracranial Hypertension Detection Utilizing Semisupervised Learning. IEEE Trans. Biomed. Eng. 60(4): 1126-1133 (2013) - 2012
- [j14]Fabien Scalzo, Shadnaz Asgari, Sunghan Kim, Marvin Bergsneider, Xiao Hu:
Bayesian tracking of intracranial pressure signal morphology. Artif. Intell. Medicine 54(2): 115-123 (2012) - [j13]Xiao Hu, Monica Sapo, Valeriy Nenov, Tod Barry, Sunghan Kim, Duc H. Do, Noel G. Boyle, Neil Martin:
Predictive combinations of monitor alarms preceding in-hospital code blue events. J. Biomed. Informatics 45(5): 913-921 (2012) - [j12]Sunghan Kim, Fabien Scalzo, Marvin Bergsneider, Paul M. Vespa, Neil Martin, Xiao Hu:
Noninvasive Intracranial Pressure Assessment Based on a Data-Mining Approach Using a Nonlinear Mapping Function. IEEE Trans. Biomed. Eng. 59(3): 619-626 (2012) - 2010
- [j11]Xiao Hu, Peng Xu, Shaozhi Wu, Shadnaz Asgari, Marvin Bergsneider:
A data mining framework for time series estimation. J. Biomed. Informatics 43(2): 190-199 (2010) - [j10]Xiao Hu, Peng Xu, Shadnaz Asgari, Paul M. Vespa, Marvin Bergsneider:
Forecasting ICP Elevation Based on Prescient Changes of Intracranial Pressure Waveform Morphology. IEEE Trans. Biomed. Eng. 57(5): 1070-1078 (2010) - [j9]Shadnaz Asgari, Marvin Bergsneider, Xiao Hu:
A robust approach toward recognizing valid arterial-blood-pressure pulses. IEEE Trans. Inf. Technol. Biomed. 14(1): 166-172 (2010) - [j8]Peng Xu, Magdalena Kasprowicz, Marvin Bergsneider, Xiao Hu:
Improved noninvasive intracranial pressure assessment with nonlinear kernel regression. IEEE Trans. Inf. Technol. Biomed. 14(4): 971-978 (2010) - 2009
- [j7]Fabien Scalzo, Peng Xu, Shadnaz Asgari, Marvin Bergsneider, Xiao Hu:
Regression analysis for peak designation in pulsatile pressure signals. Medical Biol. Eng. Comput. 47(9): 967-977 (2009) - [j6]Xiao Hu, Peng Xu, Fabien Scalzo, Paul M. Vespa, Marvin Bergsneider:
Morphological Clustering and Analysis of Continuous Intracranial Pressure. IEEE Trans. Biomed. Eng. 56(3): 696-705 (2009) - 2007
- [j5]Xiao Hu, Valeriy Nenov, Marvin Bergsneider, Thomas C. Glenn, Paul M. Vespa, Neil Martin:
Estimation of Hidden State Variables of the Intracranial System Using Constrained Nonlinear Kalman Filters. IEEE Trans. Biomed. Eng. 54(4): 597-610 (2007) - [j4]Xiao Hu, Valeriy Nenov, Paul M. Vespa, Marvin Bergsneider:
Characterization of Interdependency Between Intracranial Pressure and Heart Variability Signals: A Causal Spectral Measure and a Generalized Synchronization Measure. IEEE Trans. Biomed. Eng. 54(8): 1407-1417 (2007) - 2006
- [j3]Xiao Hu, Valeriy Nenov, Marvin Bergsneider, Neil Martin:
A Data mining framework of noninvasive intracranial pressure assessment. Biomed. Signal Process. Control. 1(1): 64-77 (2006) - [j2]Xiao Hu, Valeriy Nenov, Thomas C. Glenn, Luzius A. Steiner, Marek Czosnyka, Marvin Bergsneider, Neil Martin:
Nonlinear analysis of Cerebral hemodynamic and intracranial pressure signals for characterization of autoregulation. IEEE Trans. Biomed. Eng. 53(2): 195-209 (2006) - [j1]Xiao Hu, Valeriy Nenov:
A single-lead ECG enhancement algorithm using a regularized data-driven filter. IEEE Trans. Biomed. Eng. 53(2): 347-351 (2006)
Conference and Workshop Papers
- 2024
- [c17]Tara Albrecht, Yantong Chen, Deborah Allen, Amy Pastva, Zhao Tian, Yufen Lin, Delgersuren Bold, Xiao Hu, Ran Xiao:
Digital Health Innovations to Promote Physical Activities in Patients with Cancer. Nursing Informatics 2024: 608-609 - [c16]Yufen Lin, Canhua Xiao, Laura S. Porter, Olatunji B. Alese, Melinda K. Higgins, Darren Sizuo Liu, Delgersuren Bold, Xiao Hu:
Development of a Technology-Based Dyadic Intervention for Underserved Colorectal Cancer Patients and Caregivers. Nursing Informatics 2024: 721-722 - [c15]Yuzhang Xie, Jiaying Lu, Joyce C. Ho, Fadi B. Nahab, Xiao Hu, Carl Yang:
PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking. SIGIR 2024: 2589-2593 - [c14]Runze Yan, Neal K. Bhatia, Faisal M. Merchant, Alex Fedorov, Ran Xiao, Cheng Ding, Xiao Hu:
Enabling Pre-Shock State Detection using Electrogram Signals from Implantable Cardioverter-Defibrillators. WWW (Companion Volume) 2024: 1138-1141 - [c13]Jiaying Lu, Shifan Zhao, Wenjing Ma, Hui Shao, Xiao Hu, Yuanzhe Xi, Carl Yang:
Uncertainty-Aware Pre-Trained Foundation Models for Patient Risk Prediction via Gaussian Process. WWW (Companion Volume) 2024: 1162-1165 - 2023
- [c12]Lucas Ribeiro, Hélder P. Oliveira, Xiao Hu, Tânia Pereira:
AI-based Models to Predict the Heart Rate Using PPG and Accelerometer Signals During Physical Exercise. BIBM 2023: 4398-4403 - [c11]Yanchao Tan, Zihao Zhou, Leisheng Yu, Weiming Liu, Chaochao Chen, Guofang Ma, Xiao Hu, Vicki Stover Hertzberg, Carl Yang:
Enhancing Personalized Healthcare via Capturing Disease Severity, Interaction, and Progression. ICDM 2023: 1349-1354 - 2018
- [c10]Kais Gadhoumi, Kevin J. Keenan, Tânia Pereira, Rene Colorado, Karl Meisel, Xiao Hu:
A Statistical Comparative Study of Photoplethysmographic Signals in Wrist-Worn and Fingertip Pulse-Oximetry Devices. CinC 2018: 1-4 - [c9]Tânia Pereira, Kais Gadhoumi, Mitchell Ma, Rene Colorado, Kevin J. Keenan, Karl Meisel, Xiao Hu:
Robust Assessment of Photoplethysmogram Signal Quality in the Presence of Atrial Fibrillation. CinC 2018: 1-4 - [c8]Ran Xiao, Jonathan E. King, Andrea Villaroman, Duc H. Do, Noel G. Boyle, Xiao Hu:
Predict In-Hospital Code Blue Events using Monitor Alarms through Deep Learning Approach. EMBC 2018: 3717-3720 - 2014
- [c7]Quan Ding, Yong Bai, Yusuf Bugra Erol, Rebeca Salas-Boni, Xiaorong Zhang, Lei Li, Xiao Hu:
Multimodal Information Fusion for Robust Heart Beat Detection. CinC 2014: 261-264 - 2012
- [c6]Robert B. Hamilton, Kevin Baldwin, Paul M. Vespa, Marvin Bergsneider, Xiao Hu:
Subpeak regional analysis of intracranial pressure waveform morphology based on cerebrospinal fluid hydrodynamics in the cerebral aqueduct and prepontine cistern. EMBC 2012: 3935-3938 - 2010
- [c5]Fabien Scalzo, Qing Hao, Jeffrey R. Alger, Xiao Hu, David S. Liebeskind:
Tissue Fate Prediction in Acute Ischemic Stroke Using Cuboid Models. ISVC (2) 2010: 292-301 - [c4]Fabien Scalzo, Qing Hao, Alan M. Walczak, Xiao Hu, Yiemeng Hoi, Kenneth R. Hoffmann, David S. Liebeskind:
Computational Hemodynamics in Intracranial Vessels Reconstructed from Biplane Angiograms. ISVC (3) 2010: 359-367 - 2009
- [c3]Shaozhi Wu, Peng Xu, Shadnaz Asgari, Marvin Bergsneider, Xiao Hu:
Time Series Mining Approach for Noninvasive Intracranial Pressure Assessment: An Investigation of Different Regularization Techniques. CSIE (5) 2009: 382-386 - 2008
- [c2]Fabien Scalzo, Peng Xu, Marvin Bergsneider, Xiao Hu:
Random Subwindows for Robust Peak Recognition in Intracranial Pressure Signals. ISVC (1) 2008: 370-380 - 2006
- [c1]Xiao Hu, Valeriy Nenov, Marvin Bergsneider:
Integrative Analysis of Intracranial Pressure and R-R Interval Signals: a Study of ICP B-Wave using Causal Coherence. EMBC 2006: 464-467
Informal and Other Publications
- 2024
- [i9]Darren Liu, Cheng Ding, Delgersuren Bold, Monique Bouvier, Jiaying Lu, Benjamin Shickel, Craig S. Jabaley, Wenhui Zhang, Soojin Park, Michael J. Young, Mark S. Wainwright, Gilles Clermont, Parisa Rashidi, Eric S. Rosenthal, Laurie Dimisko, Ran Xiao, Joo Heung Yoon, Carl Yang, Xiao Hu:
Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes. CoRR abs/2401.13588 (2024) - [i8]Runze Yan, Cheng Ding, Ran Xiao, Aleksandr Fedorov, Randall J. Lee, Fadi B. Nahab, Xiao Hu:
SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG Signals. CoRR abs/2404.15353 (2024) - [i7]Cheng Ding, Zhicheng Guo, Zhaoliang Chen, Randall J. Lee, Cynthia Rudin, Xiao Hu:
SiamQuality: A ConvNet-Based Foundation Model for Imperfect Physiological Signals. CoRR abs/2404.17667 (2024) - [i6]Yuzhang Xie, Jiaying Lu, Joyce C. Ho, Fadi B. Nahab, Xiao Hu, Carl Yang:
PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking. CoRR abs/2405.07500 (2024) - [i5]Ran Xu, Yiwen Lu, Chang Liu, Yong Chen, Yan Sun, Xiao Hu, Joyce C. Ho, Carl Yang:
From Basic to Extra Features: Hypergraph Transformer Pretrain-then-Finetuning for Balanced Clinical Predictions on EHR. CoRR abs/2406.05682 (2024) - 2023
- [i4]Pranay Jain, Cheng Ding, Cynthia Rudin, Xiao Hu:
A Self-Supervised Algorithm for Denoising Photoplethysmography Signals for Heart Rate Estimation from Wearables. CoRR abs/2307.05339 (2023) - [i3]Sully F. Chen, Zhicheng Guo, Cheng Ding, Xiao Hu, Cynthia Rudin:
Learned Kernels for Interpretable and Efficient PPG Signal Quality Assessment and Artifact Segmentation. CoRR abs/2307.05385 (2023) - [i2]Zhicheng Guo, Cheng Ding, Duc H. Do, Amit J. Shah, Randall J. Lee, Xiao Hu, Cynthia Rudin:
SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection. CoRR abs/2310.09203 (2023) - [i1]Cheng Ding, Zhicheng Guo, Cynthia Rudin, Ran Xiao, Fadi B. Nahab, Xiao Hu:
Reconsideration on evaluation of machine learning models in continuous monitoring using wearables. CoRR abs/2312.02300 (2023)
Coauthor Index
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