Xiao Hu - RankMe

96 papers A* 2Journal 69Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ECG-MoE: Mixture-of-Expert Electrocardiogram Foundation Model. CoRR Yuhao Xu, Xiaoda Wang, Yi Wu, Wei Jin, Xiao Hu, Carl Yang
2026	J	`jnl`	Enhanced Atrial Fibrillation Prediction in ESUS Patients with Hypergraph-based Pre-training. CoRR Yuzhang Xie, Yuhua Wu, Ruiyu Wang, Fadi B. Nahab, Xiao Hu, Carl Yang
2026	J	`jnl`	MIRAGE: Knowledge Graph-Guided Cross-Cohort MRI Synthesis for Alzheimer's Disease Prediction. CoRR Guanchen Wu, Zhe Huang, Yuzhang Xie, Runze Yan, Akul Chopra, Deqiang Qiu, Xiao Hu, Fei Wang, Carl Yang
2026	J	`jnl`	Noninvasive Intracranial Pressure Estimation Using Subspace System Identification and Bespoke Machine Learning Algorithms: A Learning-to-Rank Approach. CoRR Anni Zhao, Ayca Ermis, Jeffrey Robert Vitt, Sérgio Brasil, Wellingson S. Paiva, Magdalena Kasprowicz, Malgorzata Burzynska, Robert Hamilton, Runze Yan, Ofer Sadan, J. Claude Hemphill, Lieven Vandenberghe, Xiao Hu
2026	J	`jnl`	NutriOrion: A Hierarchical Multi-Agent Framework for Personalized Nutrition Intervention Grounded in Clinical Guidelines. CoRR Junwei Wu, Runze Yan, Hanqi Luo, Darren Liu, Minxiao Wang, Kimberly L. Townsend, Lydia S. Hartwig, Derek Milketinas, Xiao Hu, Carl Yang
2026	J	`jnl`	Prompt Amplification and Zero-Shot Late Fusion in Audio-Language Models for Speech Emotion Recognition. CoRR Saurabh Kataria, Xiao Hu
2025	J	`jnl`	A Unified AI Approach for Continuous Monitoring of Human Health and Diseases from Intensive Care Unit to Home with Physiological Foundation Models (UNIPHY+). CoRR Minxiao Wang, Saurabh Kataria, Juntong Ni, Timothy G. Buchman, Jocelyn Grunwell, Mark Mai, Wei Jin, Matthew Clark, Stephanie R. Brown, Michael Fundora, Puneet Sharma, Tony Pan, Sam Khan, Timothy Ruchti, Naveen Muthu, Kevin Maher, Sivasubramanium V. Bhavani, Xiao Hu
2025	—	`conf`	An Electrocardiogram Multi-Task Benchmark with Comprehensive Evaluations and Insightful Findings. MedInfo Yuhao Xu, Jiaying Lu, Sirui Ding, Defu Cao, Xiao Hu, Carl Yang
2025	J	`jnl`	An Electrocardiogram Multi-task Benchmark with Comprehensive Evaluations and Insightful Findings. CoRR Yuhao Xu, Jiaying Lu, Sirui Ding, Defu Cao, Xiao Hu, Carl Yang
2025	J	`jnl`	Beyond MedQA: Towards Real-world Clinical Decision Making in the Era of LLMs. CoRR Yunpeng Xiao, Carl Yang, Mark Mai, Xiao Hu, Kai Shu
2025	J	`jnl`	BioMedJImpact: A Comprehensive Dataset and LLM Pipeline for AI Engagement and Scientific Impact Analysis of Biomedical Journals. CoRR Ruiyu Wang, Yuzhang Xie, Xiao Hu, Carl Yang, Jiaying Lu
2025	J	`jnl`	Continuous Cardiac Arrest Prediction in ICU using PPG Foundation Model. CoRR Saurabh Kataria, Ran Xiao, Timothy Ruchti, Matthew Clark, Jiaying Lu, Randall J. Lee, Jocelyn Grunwell, Xiao Hu
2025	J	`jnl`	Early Risk Prediction of Pediatric Cardiac Arrest from Electronic Health Records via Multimodal Fused Transformer. CoRR Jiaying Lu, Stephanie R. Brown, Songyuan Liu, Shifan Zhao, Kejun Dong, Del Bold, Michael Fundora, Alaa Aljiffry, Alex Fedorov, Jocelyn Grunwell, Xiao Hu
2025	J	`jnl`	EnECG: Efficient Ensemble Learning for Electrocardiogram Multi-task Foundation Model. CoRR Yuhao Xu, Xiaoda Wang, Jiaying Lu, Sirui Ding, Defu Cao, Huaxiu Yao, Yan Liu, Xiao Hu, Carl Yang
2025	J	`jnl`	Estimating Clinical Lab Test Result Trajectories from PPG using Physiological Foundation Model and Patient-Aware State Space Model - a UNIPHY+ Approach. CoRR Minxiao Wang, Runze Yan, Carol Li, Saurabh Kataria, Xiao Hu, Matthew Clark, Timothy Ruchti, Timothy G. Buchman, Sivasubramanium V. Bhavani, Randall J. Lee
2025	J	`jnl`	FairTune: A Bias-Aware Fine-Tuning Framework Towards Fair Heart Rate Prediction from PPG. CoRR Lovely Yeswanth Panchumarthi, Saurabh Kataria, Yi Wu, Xiao Hu, Alex Fedorov, Gloria Hyunjung Kwak
2025	—	`conf`	Fusion of ECG Foundation Model Embeddings to Improve Early Detection of Acute Coronary Syndromes. MedInfo Zeyuan Meng, Lovely Yeswanth Panchumarthi, Saurabh Kataria, Alex Fedorov, Jessica K. Zègre-Hemsey, Xiao Hu, Ran Xiao
2025	J	`jnl`	Fusion of ECG Foundation Model Embeddings to Improve Early Detection of Acute Coronary Syndromes. CoRR Zeyuan Meng, Lovely Yeswanth Panchumarthi, Saurabh Kataria, Alex Fedorov, Jessica K. Zègre-Hemsey, Xiao Hu, Ran Xiao
2025	J	`jnl`	GPT-PPG: A GPT-based Foundation Model for Photoplethysmography Signals. CoRR Zhaoliang Chen, Cheng Ding, Saurabh Kataria, Runze Yan, Minxiao Wang, Randall J. Lee, Xiao Hu
2025	J	`jnl`	Generalist vs Specialist Time Series Foundation Models: Investigating Potential Emergent Behaviors in Assessing Human Health Using PPG Signals. CoRR Saurabh Kataria, Yi Wu, Zhaoliang Chen, Gloria Hyunjung Kwak, Yuhao Xu, Lovely Yeswanth Panchumarthi, Ran Xiao, Jiaying Lu, Ayca Ermis, Anni Zhao, Runze Yan, Alex Federov, Zewen Liu, Xu Wu, Wei Jin, Carl Yang, Jocelyn Grunwell, Stephanie R. Brown, Amit J. Shah, Craig S. Jabaley, Timothy G. Buchman, Sivasubramanium V. Bhavani, Randall J. Lee, Xiao Hu
2025	—	`conf`	HypKG: Hypergraph-Based Knowledge Graph Contextualization for Precision Healthcare. ISWC (1) Yuzhang Xie, Xu Han, Ran Xu, Xiao Hu, Jiaying Lu, Carl Yang
2025	J	`jnl`	HypKG: Hypergraph-based Knowledge Graph Contextualization for Precision Healthcare. CoRR Yuzhang Xie, Xu Han, Ran Xu, Xiao Hu, Jiaying Lu, Carl Yang
2025	—	`conf`	Large Language Model Empowered Privacy-Protected Framework for PHI Annotation in Clinical Notes. MedInfo Guanchen Wu, Linzhi Zheng, Han Xie, Zhen Xiang, Jiaying Lu, Darren Liu, Delgersuren Bold, Bo Li, Xiao Hu, Carl Yang
2025	J	`jnl`	Large Language Model Empowered Privacy-Protected Framework for PHI Annotation in Clinical Notes. CoRR Guanchen Wu, Linzhi Zheng, Han Xie, Zhen Xiang, Jiaying Lu, Darren Liu, Delgersuren Bold, Bo Li, Xiao Hu, Carl Yang
2025	J	`jnl`	Learning ECG Representations via Poly-Window Contrastive Learning. CoRR Yi Yuan, Joseph Van Duyn, Runze Yan, Zhuoyi Huang, Sulaiman Vesal, Sergey M. Plis, Xiao Hu, Gloria Hyunjung Kwak, Ran Xiao, Alex Fedorov
2025	—	`conf`	Mining Social Determinants of Health for Heart Failure Patient 30-Day Readmission via Large Language Model. MedInfo Mingchen Shao, Youjeong Kang, Xiao Hu, Gloria Hyunjung Kwak, Carl Yang, Jiaying Lu
2025	J	`jnl`	Mining Social Determinants of Health for Heart Failure Patient 30-Day Readmission via Large Language Model. CoRR Mingchen Shao, Youjeong Kang, Xiao Hu, Gloria Hyun-Jung Kwak, Carl Yang, Jiaying Lu
2025	J	`jnl`	PPG-Distill: Efficient Photoplethysmography Signals Analysis via Foundation Model Distillation. CoRR Juntong Ni, Saurabh Kataria, Shengpu Tang, Carl Yang, Xiao Hu, Wei Jin
2025	—	`conf`	State-of-the-Art Stroke Lesion Segmentation at 1/1000th of Parameters. ISBI Alex Fedorov, Yutong Bu, Xiao Hu, Chris Rorden, Sergey M. Plis
2025	J	`jnl`	State-of-the-Art Stroke Lesion Segmentation at 1/1000th of Parameters. CoRR Alex Fedorov, Yutong Bu, Xiao Hu, Chris Rorden, Sergey M. Plis
2025	J	`jnl`	Towards Synthesizing Normative Data for Cognitive Assessments Using Generative Multimodal Large Language Models. CoRR Victoria Yan, Honor Chotkowski, Fengran Wang, Xinhui Li, Jessica L. Saurman, Fadi B. Nahab, David Loring, Carl Yang, Jiaying Lu, Runze Yan, Xiao Hu, Alex Fedorov
2025	—	`conf`	Utilizing Large Language Models for Zero-Shot Medical Ontology Extension from Clinical Notes. BIBM Guanchen Wu, Yuzhang Xie, Huanwei Wu, Zhe He, Hui Shao, Xiao Hu, Carl Yang
2025	J	`jnl`	Utilizing Large Language Models for Zero-Shot Medical Ontology Extension from Clinical Notes. CoRR Guanchen Wu, Yuzhang Xie, Huanwei Wu, Zhe He, Hui Shao, Xiao Hu, Carl Yang
2025	J	`jnl`	Vision4PPG: Emergent PPG Analysis Capability of Vision Foundation Models for Vital Signs like Blood Pressure. CoRR Saurabh Kataria, Ayca Ermis, Lovely Yeswanth Panchumarthi, Minxiao Wang, Xiao Hu
2025	J	`jnl`	Wav2Arrest 2.0: Long-Horizon Cardiac Arrest Prediction with Time-to-Event Modeling, Identity-Invariance, and Pseudo-Lab Alignment. CoRR Saurabh Kataria, Davood Fattahi, Minxiao Wang, Ran Xiao, Matthew Clark, Timothy Ruchti, Mark Mai, Xiao Hu
2024	—	`conf`	Development of a Technology-Based Dyadic Intervention for Underserved Colorectal Cancer Patients and Caregivers. Nursing Informatics Yufen Lin, Canhua Xiao, Laura S. Porter, Olatunji B. Alese, Melinda K. Higgins, Darren Sizuo Liu, Delgersuren Bold, Xiao Hu
2024	—	`conf`	Digital Health Innovations to Promote Physical Activities in Patients with Cancer. Nursing Informatics Tara Albrecht, Yantong Chen, Deborah Allen, Amy Pastva, Zhao Tian, Yufen Lin, Delgersuren Bold, Xiao Hu, Ran Xiao
2024	—	`conf`	Enabling Pre-Shock State Detection using Electrogram Signals from Implantable Cardioverter-Defibrillators. WWW (Companion Volume) Runze Yan, Neal K. Bhatia, Faisal M. Merchant, Alex Fedorov, Ran Xiao, Cheng Ding, Xiao Hu
2024	J	`jnl`	Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes. CoRR 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
2024	—	`conf`	From Basic to Extra Features: Hypergraph Transformer Pretrain-then-Finetuning for Balanced Clinical Predictions on EHR. CHIL Ran Xu, Yiwen Lu, Chang Liu, Yong Chen, Yan Sun, Xiao Hu, Joyce C. Ho, Carl Yang
2024	J	`jnl`	From Basic to Extra Features: Hypergraph Transformer Pretrain-then-Finetuning for Balanced Clinical Predictions on EHR. CoRR Ran Xu, Yiwen Lu, Chang Liu, Yong Chen, Yan Sun, Xiao Hu, Joyce C. Ho, Carl Yang
2024	—	`conf`	Implementation and Testing of an Experimental Near-Real-Time Patient Bedside Monitor Datastream Analysis and Alerting System in a Live Emergency Department. UEMCON Leo Kobayashi, Adewole Oyalowo, Uday Agrawal, Shyue-Ling Chen, John W. Gosbee, Xiao Hu, Kenneth A. Loparo, Gregory D. Jay, Derek Merck
2024	J	`jnl`	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 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
2024	A*	`conf`	PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking. SIGIR Yuzhang Xie, Jiaying Lu, Joyce C. Ho, Fadi B. Nahab, Xiao Hu, Carl Yang
2024	J	`jnl`	PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking. CoRR Yuzhang Xie, Jiaying Lu, Joyce C. Ho, Fadi B. Nahab, Xiao Hu, Carl Yang
2024	—	`conf`	SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG Signals. CHIL Runze Yan, Cheng Ding, Ran Xiao, Alex Fedorov, Randall J. Lee, Fadi B. Nahab, Xiao Hu
2024	J	`jnl`	SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG Signals. CoRR Runze Yan, Cheng Ding, Ran Xiao, Aleksandr Fedorov, Randall J. Lee, Fadi B. Nahab, Xiao Hu
2024	J	`jnl`	SiamQuality: A ConvNet-Based Foundation Model for Imperfect Physiological Signals. CoRR Cheng Ding, Zhicheng Guo, Zhaoliang Chen, Randall J. Lee, Cynthia Rudin, Xiao Hu
2024	J	`jnl`	Sparse learned kernels for interpretable and efficient medical time series processing. Nat. Mac. Intell. Sully F. Chen, Zhicheng Guo, Cheng Ding, Xiao Hu, Cynthia Rudin
2024	—	`conf`	Uncertainty-Aware Pre-Trained Foundation Models for Patient Risk Prediction via Gaussian Process. WWW (Companion Volume) Jiaying Lu, Shifan Zhao, Wenjing Ma, Hui Shao, Xiao Hu, Yuanzhe Xi, Carl Yang
2023	J	`jnl`	A Self-Supervised Algorithm for Denoising Photoplethysmography Signals for Heart Rate Estimation from Wearables. CoRR Pranay Jain, Cheng Ding, Cynthia Rudin, Xiao Hu
2023	—	`conf`	AI-based Models to Predict the Heart Rate Using PPG and Accelerometer Signals During Physical Exercise. BIBM Lucas Ribeiro, Hélder P. Oliveira, Xiao Hu, Tânia Pereira
2023	A*	`conf`	Enhancing Personalized Healthcare via Capturing Disease Severity, Interaction, and Progression. ICDM Yanchao Tan, Zihao Zhou, Leisheng Yu, Weiming Liu, Chaochao Chen, Guofang Ma, Xiao Hu, Vicki Stover Hertzberg, Carl Yang
2023	J	`jnl`	Learned Kernels for Interpretable and Efficient PPG Signal Quality Assessment and Artifact Segmentation. CoRR Sully F. Chen, Zhicheng Guo, Cheng Ding, Xiao Hu, Cynthia Rudin
2023	J	`jnl`	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 Cheng Ding, Ran Xiao, Duc H. Do, David Scott Lee, Randall J. Lee, Shadi Kalantarian, Xiao Hu
2023	J	`jnl`	Reconsideration on evaluation of machine learning models in continuous monitoring using wearables. CoRR Cheng Ding, Zhicheng Guo, Cynthia Rudin, Ran Xiao, Fadi B. Nahab, Xiao Hu
2023	J	`jnl`	SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection. CoRR Zhicheng Guo, Cheng Ding, Duc H. Do, Amit J. Shah, Randall J. Lee, Xiao Hu, Cynthia Rudin
2022	J	`jnl`	Impact of Label Noise on the Learning Based Models for a Binary Classification of Physiological Signal. Sensors Cheng Ding, Tânia Pereira, Ran Xiao, Randall J. Lee, Xiao Hu
2022	J	`jnl`	Time Synchronization of Multimodal Physiological Signals through Alignment of Common Signal Types and Its Technical Considerations in Digital Health. J. Imaging Ran Xiao, Cheng Ding, Xiao Hu
2021	J	`jnl`	Explainability Metrics of Deep Convolutional Networks for Photoplethysmography Quality Assessment. IEEE Access Oliver Zhang, Cheng Ding, Tânia Pereira, Ran Xiao, Kais Gadhoumi, Karl Meisel, Randall J. Lee, Yiran Chen, Xiao Hu
2020	J	`jnl`	A Supervised Approach to Robust Photoplethysmography Quality Assessment. IEEE J. Biomed. Health Informatics Tânia Pereira, Kais Gadhoumi, Mitchell Ma, Xiuyun Liu, Ran Xiao, Rene Colorado, Kevin J. Keenan, Karl Meisel, Xiao Hu
2020	J	`jnl`	Generalizability of SuperAlarm via Cross-Institutional Performance Evaluation. IEEE Access Ran Xiao, Duc H. Do, Cheng Ding, Karl Meisel, Randall J. Lee, Xiao Hu
2020	J	`jnl`	Photoplethysmography based atrial fibrillation detection: a review. npj Digit. Medicine Tânia Pereira, Nate Tran, Kais Gadhoumi, Michele M. Pelter, Duc H. Do, Randall J. Lee, Rene Colorado, Karl Meisel, Xiao Hu
2019	J	`jnl`	An algorithm strategy for precise patient monitoring in a connected healthcare enterprise. npj Digit. Medicine Xiao Hu
2019	J	`jnl`	ECG Monitoring during End of Life Care: Implications on Alarm Fatigue. Multimodal Technol. Interact. Sukardi Suba, Cass Sandoval, Xiao Hu, Michele M. Pelter
2018	—	`conf`	A Statistical Comparative Study of Photoplethysmographic Signals in Wrist-Worn and Fingertip Pulse-Oximetry Devices. CinC Kais Gadhoumi, Kevin J. Keenan, Tânia Pereira, Rene Colorado, Karl Meisel, Xiao Hu
2018	J	`jnl`	Electrocardiogram Signal Quality Assessment Based on Structural Image Similarity Metric. IEEE Trans. Biomed. Eng. Yalda Shahriari, Richard Fidler, Michele M. Pelter, Yong Bai, Andrea Villaroman, Xiao Hu
2018	—	`conf`	Predict In-Hospital Code Blue Events using Monitor Alarms through Deep Learning Approach. EMBC Ran Xiao, Jonathan E. King, Andrea Villaroman, Duc H. Do, Noel G. Boyle, Xiao Hu
2018	—	`conf`	Robust Assessment of Photoplethysmogram Signal Quality in the Presence of Atrial Fibrillation. CinC Tânia Pereira, Kais Gadhoumi, Mitchell Ma, Rene Colorado, Kevin J. Keenan, Karl Meisel, Xiao Hu
2017	J	`jnl`	Is the Sequence of SuperAlarm Triggers More Predictive Than Sequence of the Currently Utilized Patient Monitor Alarms? IEEE Trans. Biomed. Eng. Yong Bai, Duc H. Do, Quan Ding, Jorge Arroyo-Palacios, Yalda Shahriari, Michele M. Pelter, Noel G. Boyle, Richard Fidler, Xiao Hu
2015	J	`jnl`	Ensemble of sparse classifiers for high-dimensional biological data. Int. J. Data Min. Bioinform. Sunghan Kim, Fabien Scalzo, Donatello Telesca, Xiao Hu
2015	J	`jnl`	Integrating monitor alarms with laboratory test results to enhance patient deterioration prediction. J. Biomed. Informatics Yong Bai, Duc H. Do, Patricia Rae Eileen Harris, Daniel Schindler, Noel G. Boyle, Barbara J. Drew, Xiao Hu
2014	—	`conf`	Multimodal Information Fusion for Robust Heart Beat Detection. CinC Quan Ding, Yong Bai, Yusuf Bugra Erol, Rebeca Salas-Boni, Xiaorong Zhang, Lei Li, Xiao Hu
2013	J	`jnl`	Improved wavelet entropy calculation with window functions and its preliminary application to study intracranial pressure. Comput. Biol. Medicine Peng Xu, Xiao Hu, Dezhong Yao
2013	J	`jnl`	Noninvasive Intracranial Hypertension Detection Utilizing Semisupervised Learning. IEEE Trans. Biomed. Eng. Sunghan Kim, Robert B. Hamilton, Stacy Pineles, Marvin Bergsneider, Xiao Hu
2013	J	`jnl`	Reducing False Intracranial Pressure Alarms Using Morphological Waveform Features. IEEE Trans. Biomed. Eng. Fabien Scalzo, David S. Liebeskind, Xiao Hu
2012	J	`jnl`	Bayesian tracking of intracranial pressure signal morphology. Artif. Intell. Medicine Fabien Scalzo, Shadnaz Asgari, Sunghan Kim, Marvin Bergsneider, Xiao Hu
2012	J	`jnl`	Noninvasive Intracranial Pressure Assessment Based on a Data-Mining Approach Using a Nonlinear Mapping Function. IEEE Trans. Biomed. Eng. Sunghan Kim, Fabien Scalzo, Marvin Bergsneider, Paul M. Vespa, Neil Martin, Xiao Hu
2012	J	`jnl`	Predictive combinations of monitor alarms preceding in-hospital code blue events. J. Biomed. Informatics Xiao Hu, Monica Sapo, Valeriy Nenov, Tod Barry, Sunghan Kim, Duc H. Do, Noel G. Boyle, Neil Martin
2012	—	`conf`	Subpeak regional analysis of intracranial pressure waveform morphology based on cerebrospinal fluid hydrodynamics in the cerebral aqueduct and prepontine cistern. EMBC Robert B. Hamilton, Kevin Baldwin, Paul M. Vespa, Marvin Bergsneider, Xiao Hu
2010	J	`jnl`	A data mining framework for time series estimation. J. Biomed. Informatics Xiao Hu, Peng Xu, Shaozhi Wu, Shadnaz Asgari, Marvin Bergsneider
2010	J	`jnl`	A robust approach toward recognizing valid arterial-blood-pressure pulses. IEEE Trans. Inf. Technol. Biomed. Shadnaz Asgari, Marvin Bergsneider, Xiao Hu
2010	—	`conf`	Computational Hemodynamics in Intracranial Vessels Reconstructed from Biplane Angiograms. ISVC (3) Fabien Scalzo, Qing Hao, Alan M. Walczak, Xiao Hu, Yiemeng Hoi, Kenneth R. Hoffmann, David S. Liebeskind
2010	J	`jnl`	Forecasting ICP Elevation Based on Prescient Changes of Intracranial Pressure Waveform Morphology. IEEE Trans. Biomed. Eng. Xiao Hu, Peng Xu, Shadnaz Asgari, Paul M. Vespa, Marvin Bergsneider
2010	J	`jnl`	Improved noninvasive intracranial pressure assessment with nonlinear kernel regression. IEEE Trans. Inf. Technol. Biomed. Peng Xu, Magdalena Kasprowicz, Marvin Bergsneider, Xiao Hu
2010	—	`conf`	Tissue Fate Prediction in Acute Ischemic Stroke Using Cuboid Models. ISVC (2) Fabien Scalzo, Qing Hao, Jeffrey R. Alger, Xiao Hu, David S. Liebeskind
2009	J	`jnl`	Morphological Clustering and Analysis of Continuous Intracranial Pressure. IEEE Trans. Biomed. Eng. Xiao Hu, Peng Xu, Fabien Scalzo, Paul M. Vespa, Marvin Bergsneider
2009	J	`jnl`	Regression analysis for peak designation in pulsatile pressure signals. Medical Biol. Eng. Comput. Fabien Scalzo, Peng Xu, Shadnaz Asgari, Marvin Bergsneider, Xiao Hu
2009	—	`conf`	Time Series Mining Approach for Noninvasive Intracranial Pressure Assessment: An Investigation of Different Regularization Techniques. CSIE (5) Shaozhi Wu, Peng Xu, Shadnaz Asgari, Marvin Bergsneider, Xiao Hu
2008	—	`conf`	Random Subwindows for Robust Peak Recognition in Intracranial Pressure Signals. ISVC (1) Fabien Scalzo, Peng Xu, Marvin Bergsneider, Xiao Hu
2007	J	`jnl`	Characterization of Interdependency Between Intracranial Pressure and Heart Variability Signals: A Causal Spectral Measure and a Generalized Synchronization Measure. IEEE Trans. Biomed. Eng. Xiao Hu, Valeriy Nenov, Paul M. Vespa, Marvin Bergsneider
2007	J	`jnl`	Estimation of Hidden State Variables of the Intracranial System Using Constrained Nonlinear Kalman Filters. IEEE Trans. Biomed. Eng. Xiao Hu, Valeriy Nenov, Marvin Bergsneider, Thomas C. Glenn, Paul M. Vespa, Neil Martin
2006	J	`jnl`	A Data mining framework of noninvasive intracranial pressure assessment. Biomed. Signal Process. Control. Xiao Hu, Valeriy Nenov, Marvin Bergsneider, Neil Martin
2006	J	`jnl`	A single-lead ECG enhancement algorithm using a regularized data-driven filter. IEEE Trans. Biomed. Eng. Xiao Hu, Valeriy Nenov
2006	—	`conf`	Integrative Analysis of Intracranial Pressure and R-R Interval Signals: a Study of ICP B-Wave using Causal Coherence. EMBC Xiao Hu, Valeriy Nenov, Marvin Bergsneider
2006	J	`jnl`	Nonlinear analysis of Cerebral hemodynamic and intracranial pressure signals for characterization of autoregulation. IEEE Trans. Biomed. Eng. Xiao Hu, Valeriy Nenov, Thomas C. Glenn, Luzius A. Steiner, Marek Czosnyka, Marvin Bergsneider, Neil Martin