Xiao Hu

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 27

Top Topics

Semantic Concepts

Quality Assessment

Atrial Fibrillation

Top Venues

IEEE J. Biomed. Health Informatics

npj Digit. Medicine

Publications

Yuzhang Xie, Jiaying Lu, Joyce Ho, Fadi B. Nahab, Xiao Hu, Carl Yang
PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking. SIGIR (2024)
Yuzhang Xie, Jiaying Lu, Joyce Ho, Fadi B. Nahab, Xiao Hu, Carl Yang
PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking. CoRR (2024)
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 (2024)
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 J. Yang, Xiao Hu
Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes. CoRR (2024)
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 (2024)
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) (2024)
Cheng Ding, Zhicheng Guo, Zhaoliang Chen, Randall J. Lee, Cynthia Rudin, Xiao Hu
SiamQuality: A ConvNet-Based Foundation Model for Imperfect Physiological Signals. CoRR (2024)
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)
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)
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 (2023)
Zhicheng Guo, Cheng Ding, Duc H. Do, Amit Shah, Randall J. Lee, Xiao Hu, Cynthia Rudin
SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection. CoRR (2023)
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) (2023)
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 (2023)
Pranay Jain, Cheng Ding, Cynthia Rudin, Xiao Hu
A Self-Supervised Algorithm for Denoising Photoplethysmography Signals for Heart Rate Estimation from Wearables. CoRR (2023)
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) (2022)
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) (2022)
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 (2021)
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) (2020)
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)
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 (2020)
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) (2019)
Xiao Hu
An algorithm strategy for precise patient monitoring in a connected healthcare enterprise. npj Digit. Medicine 2 (2019)
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)
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)
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)
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) (2018)
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) (2017)
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 (2015)
Sunghan Kim, Fabien Scalzo, Donatello Telesca, Xiao Hu
Ensemble of sparse classifiers for high-dimensional biological data. Int. J. Data Min. Bioinform. 12 (2) (2015)
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)
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) (2013)
Fabien Scalzo, David S. Liebeskind, Xiao Hu
Reducing False Intracranial Pressure Alarms Using Morphological Waveform Features. IEEE Trans. Biomed. Eng. 60 (1) (2013)
Sunghan Kim, Robert B. Hamilton, Stacy Pineles, Marvin Bergsneider, Xiao Hu
Noninvasive Intracranial Hypertension Detection Utilizing Semisupervised Learning. IEEE Trans. Biomed. Eng. 60 (4) (2013)
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) (2012)
Fabien Scalzo, Shadnaz Asgari, Sunghan Kim, Marvin Bergsneider, Xiao Hu
Bayesian tracking of intracranial pressure signal morphology. Artif. Intell. Medicine 54 (2) (2012)
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)
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) (2012)
Peng Xu, Magdalena Kasprowicz, Marvin Bergsneider, Xiao Hu
Improved noninvasive intracranial pressure assessment with nonlinear kernel regression. IEEE Trans. Inf. Technol. Biomed. 14 (4) (2010)
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) (2010)
Shadnaz Asgari, Marvin Bergsneider, Xiao Hu
A robust approach toward recognizing valid arterial-blood-pressure pulses. IEEE Trans. Inf. Technol. Biomed. 14 (1) (2010)
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)
Xiao Hu, Peng Xu, Shaozhi Wu, Shadnaz Asgari, Marvin Bergsneider
A data mining framework for time series estimation. J. Biomed. Informatics 43 (2) (2010)
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)
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) (2009)
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)
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) (2009)
Fabien Scalzo, Peng Xu, Marvin Bergsneider, Xiao Hu
Random Subwindows for Robust Peak Recognition in Intracranial Pressure Signals. ISVC (1) (2008)
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) (2007)
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) (2007)
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)
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) (2006)
Xiao Hu, Valeriy Nenov
A single-lead ECG enhancement algorithm using a regularized data-driven filter. IEEE Trans. Biomed. Eng. 53 (2) (2006)
Xiao Hu, Valeriy Nenov, Marvin Bergsneider, Neil Martin
A Data mining framework of noninvasive intracranial pressure assessment. Biomed. Signal Process. Control. 1 (1) (2006)