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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.dagstuhl.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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2020 – today
- 2026
[i45]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:
Noninvasive Intracranial Pressure Estimation Using Subspace System Identification and Bespoke Machine Learning Algorithms: A Learning-to-Rank Approach. CoRR abs/2601.20916 (2026)- [i44]Junwei Wu, Runze Yan, Hanqi Luo, Darren Liu, Minxiao Wang, Kimberly L. Townsend, Lydia S. Hartwig, Derek Milketinas, Xiao Hu, Carl Yang:
NutriOrion: A Hierarchical Multi-Agent Framework for Personalized Nutrition Intervention Grounded in Clinical Guidelines. CoRR abs/2602.18650 (2026) - [i43]Guanchen Wu, Zhe Huang, Yuzhang Xie, Runze Yan, Akul Chopra, Deqiang Qiu, Xiao Hu, Fei Wang, Carl Yang:
MIRAGE: Knowledge Graph-Guided Cross-Cohort MRI Synthesis for Alzheimer's Disease Prediction. CoRR abs/2603.02434 (2026) - [i42]Yuhao Xu, Xiaoda Wang, Yi Wu, Wei Jin, Xiao Hu, Carl Yang:
ECG-MoE: Mixture-of-Expert Electrocardiogram Foundation Model. CoRR abs/2603.04589 (2026) - [i41]Yuzhang Xie, Yuhua Wu, Ruiyu Wang, Fadi B. Nahab, Xiao Hu, Carl Yang:
Enhanced Atrial Fibrillation Prediction in ESUS Patients with Hypergraph-based Pre-training. CoRR abs/2603.13297 (2026) - [i40]Saurabh Kataria, Xiao Hu:
Prompt Amplification and Zero-Shot Late Fusion in Audio-Language Models for Speech Emotion Recognition. CoRR abs/2603.23057 (2026) - [i39]Xiaoda Wang, Minxiao Wang, Kaiqiao Han, Defu Cao, Ching Chang, Yidan Shi, Runze Yan, Xiao Luo, Yang Liu, Xiao Hu, Yizhou Sun, Wei Wang, Carl Yang:
PG-LRF: Physiology-Guided Latent Rectified Flow for Electro-Hemodynamic PPG-to-ECG Generation. CoRR abs/2605.12541 (2026) - [i38]Anni Zhao, Alex Bateh, Tyler Baldridge, Sandra Billinger, Xiao Hu:
Brain Vascular Age Prediction Using Cerebral Blood Flow Velocity and Machine Learning Algorithms. CoRR abs/2605.16969 (2026) - [i37]Yuzhang Xie, Keqi Han, Yunpeng Xiao, Hejie Cui, Guanchen Wu, Ziyang Zhang, Kai Shu, Jiaying Lu, Xiao Hu, Carl Yang:
EHRBench: An Automated and Reliable EHR-based Benchmark for Clinical Decision Making with LLMs. CoRR abs/2605.30637 (2026) - [i36]Yuepeng Wang, Ken Kawano, Yongqi Zhou, Yoshihiko Fujisawa, Richard Weiss, Akifumi Wachi, Katsuki Fujisawa, Ying Chen, Mehrshad Sadria, Xin Liu, Kyoung-Sook Kim, Xiao Hu, Sebastien Gros, Xun Shen:
MedGym:A Unified Continuous-Time Benchmark for Dynamic Medical Treatment Reinforcement Learning. CoRR abs/2606.01028 (2026) - [i35]Xun Shen, Yuepeng Wang, Akifumi Wachi, Yongqi Zhou, Richard Weiss, Yoshihiko Fujisawa, Ken Kawano, Mehrshad Sadria, Ying Chen, Xin Liu, Sebastien Gros, Xiao Hu, Kyoung-Sook Kim, Mengmou Li, Katsuki Fujisawa, Kenji Wakabayashi:
Interaction-Limited Safe Continuous-Time RL for Dynamical Medical Treatment. CoRR abs/2606.01051 (2026) - [i34]Runze Yan, Minxiao Wang, Jiaying Lu, Darren Liu, Xiao Hu, Hanqi Luo:
NutriMLLM: Multimodal Large Language Models for Dietary Micronutrient Analysis. CoRR abs/2606.08948 (2026) - [i33]Davood Fattahi, Runze Yan, Saurabh Kataria, Zhaoliang Chen, Xiao Hu:
A Comprehensive Inference-Time Augmentation Framework in Physiological Signals: Application to PPG-Based AF Detection. CoRR abs/2606.10410 (2026) - 2025
- [c28]Guanchen Wu, Yuzhang Xie, Huanwei Wu, Zhe He, Hui Shao, Xiao Hu, Carl Yang:
Utilizing Large Language Models for Zero-Shot Medical Ontology Extension from Clinical Notes. BIBM 2025: 7727-7734 - [c27]Alex Fedorov, Yutong Bu, Xiao Hu, Chris Rorden, Sergey M. Plis:
State-of-the-Art Stroke Lesion Segmentation at 1/1000th of Parameters. ISBI 2025: 1-5 - [c26]Zeyuan Meng, Lovely Yeswanth Panchumarthi, Saurabh Kataria, Alex Fedorov, Jessica K. Zègre-Hemsey, Xiao Hu, Ran Xiao:
Fusion of ECG Foundation Model Embeddings to Improve Early Detection of Acute Coronary Syndromes. MedInfo 2025: 558-562 - [c25]Guanchen Wu, Linzhi Zheng, Han Xie, Zhen Xiang, Jiaying Lu, Darren Liu, Delgersuren Bold, Bo Li, Xiao Hu, Carl Yang:
Large Language Model Empowered Privacy-Protected Framework for PHI Annotation in Clinical Notes. MedInfo 2025: 876-880 - [c24]Yuhao Xu, Jiaying Lu, Sirui Ding, Defu Cao, Xiao Hu, Carl Yang:
An Electrocardiogram Multi-Task Benchmark with Comprehensive Evaluations and Insightful Findings. MedInfo 2025: 1235-1240 - [c23]Mingchen Shao, Youjeong Kang, Xiao Hu, Gloria Hyunjung Kwak, Carl Yang, Jiaying Lu:
Mining Social Determinants of Health for Heart Failure Patient 30-Day Readmission via Large Language Model. MedInfo 2025: 1902-1903 - [c22]Runze Yan, Xun Shen, Akifumi Wachi, Sebastien Gros, Anni Zhao, Xiao Hu:
Offline Guarded Safe Reinforcement Learning for Medical Treatment Optimization Strategies. NeurIPS 2025 - [c21]Yuzhang Xie, Xu Han, Ran Xu, Xiao Hu, Jiaying Lu, Carl Yang:
HypKG: Hypergraph-Based Knowledge Graph Contextualization for Precision Healthcare. ISWC (1) 2025: 328-348 - [i32]Jiaying Lu, Stephanie R. Brown, Songyuan Liu, Shifan Zhao, Kejun Dong, Del Bold, Michael Fundora, Alaa Aljiffry, Alex Fedorov, Jocelyn Grunwell, Xiao Hu:
Early Risk Prediction of Pediatric Cardiac Arrest from Electronic Health Records via Multimodal Fused Transformer. CoRR abs/2502.07158 (2025) - [i31]Saurabh Kataria, Ran Xiao, Timothy Ruchti, Matthew Clark, Jiaying Lu, Randall J. Lee, Jocelyn Grunwell, Xiao Hu:
Continuous Cardiac Arrest Prediction in ICU using PPG Foundation Model. CoRR abs/2502.08612 (2025) - [i30]Mingchen Shao, Youjeong Kang, Xiao Hu, Gloria Hyun-Jung Kwak, Carl Yang, Jiaying Lu:
Mining Social Determinants of Health for Heart Failure Patient 30-Day Readmission via Large Language Model. CoRR abs/2502.12158 (2025) - [i29]Zeyuan Meng, Lovely Yeswanth Panchumarthi, Saurabh Kataria, Alex Fedorov, Jessica K. Zègre-Hemsey, Xiao Hu, Ran Xiao:
Fusion of ECG Foundation Model Embeddings to Improve Early Detection of Acute Coronary Syndromes. CoRR abs/2502.17476 (2025) - [i28]Alex Fedorov, Yutong Bu, Xiao Hu, Chris Rorden, Sergey M. Plis:
State-of-the-Art Stroke Lesion Segmentation at 1/1000th of Parameters. CoRR abs/2503.05531 (2025) - [i27]Zhaoliang Chen, Cheng Ding, Saurabh Kataria, Runze Yan, Minxiao Wang, Randall J. Lee, Xiao Hu:
GPT-PPG: A GPT-based Foundation Model for Photoplethysmography Signals. CoRR abs/2503.08015 (2025) - [i26]Guanchen Wu, Linzhi Zheng, Han Xie, Zhen Xiang, Jiaying Lu, Darren Liu, Delgersuren Bold, Bo Li, Xiao Hu, Carl Yang:
Large Language Model Empowered Privacy-Protected Framework for PHI Annotation in Clinical Notes. CoRR abs/2504.18569 (2025) - [i25]Runze Yan, Xun Shen, Akifumi Wachi, Sebastien Gros, Anni Zhao, Xiao Hu:
Offline Guarded Safe Reinforcement Learning for Medical Treatment Optimization Strategies. CoRR abs/2505.16242 (2025) - [i24]Yuzhang Xie, Xu Han, Ran Xu, Xiao Hu, Jiaying Lu, Carl Yang:
HypKG: Hypergraph-based Knowledge Graph Contextualization for Precision Healthcare. CoRR abs/2507.19726 (2025) - [i23]Yi Yuan, Joseph Van Duyn, Runze Yan, Zhuoyi Huang, Sulaiman Vesal, Sergey M. Plis, Xiao Hu, Gloria Hyunjung Kwak, Ran Xiao, Alex Fedorov:
Learning ECG Representations via Poly-Window Contrastive Learning. CoRR abs/2508.15225 (2025) - [i22]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:
Towards Synthesizing Normative Data for Cognitive Assessments Using Generative Multimodal Large Language Models. CoRR abs/2508.17675 (2025) - [i21]Minxiao Wang, Runze Yan, Carol Li, Saurabh Kataria, Xiao Hu, Matthew Clark, Timothy Ruchti, Timothy G. Buchman, Sivasubramanium V. Bhavani, Randall J. Lee:
Estimating Clinical Lab Test Result Trajectories from PPG using Physiological Foundation Model and Patient-Aware State Space Model - a UNIPHY+ Approach. CoRR abs/2509.16345 (2025) - [i20]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:
A Unified AI Approach for Continuous Monitoring of Human Health and Diseases from Intensive Care Unit to Home with Physiological Foundation Models (UNIPHY+). CoRR abs/2509.16348 (2025) - [i19]Lovely Yeswanth Panchumarthi, Saurabh Kataria, Yi Wu, Xiao Hu, Alex Fedorov, Gloria Hyunjung Kwak:
FairTune: A Bias-Aware Fine-Tuning Framework Towards Fair Heart Rate Prediction from PPG. CoRR abs/2509.16491 (2025) - [i18]Juntong Ni, Saurabh Kataria, Shengpu Tang, Carl Yang, Xiao Hu, Wei Jin:
PPG-Distill: Efficient Photoplethysmography Signals Analysis via Foundation Model Distillation. CoRR abs/2509.19215 (2025) - [i17]Saurabh Kataria, Davood Fattahi, Minxiao Wang, Ran Xiao, Matthew Clark, Timothy Ruchti, Mark Mai, Xiao Hu:
Wav2Arrest 2.0: Long-Horizon Cardiac Arrest Prediction with Time-to-Event Modeling, Identity-Invariance, and Pseudo-Lab Alignment. CoRR abs/2509.21695 (2025) - [i16]Saurabh Kataria, Ayca Ermis, Lovely Yeswanth Panchumarthi, Minxiao Wang, Xiao Hu:
Vision4PPG: Emergent PPG Analysis Capability of Vision Foundation Models for Vital Signs like Blood Pressure. CoRR abs/2510.10366 (2025) - [i15]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:
Generalist vs Specialist Time Series Foundation Models: Investigating Potential Emergent Behaviors in Assessing Human Health Using PPG Signals. CoRR abs/2510.14254 (2025) - [i14]Yunpeng Xiao, Carl Yang, Mark Mai, Xiao Hu, Kai Shu:
Beyond MedQA: Towards Real-world Clinical Decision Making in the Era of LLMs. CoRR abs/2510.20001 (2025) - [i13]Ruiyu Wang, Yuzhang Xie, Xiao Hu, Carl Yang, Jiaying Lu:
BioMedJImpact: A Comprehensive Dataset and LLM Pipeline for AI Engagement and Scientific Impact Analysis of Biomedical Journals. CoRR abs/2511.12821 (2025) - [i12]Guanchen Wu, Yuzhang Xie, Huanwei Wu, Zhe He, Hui Shao, Xiao Hu, Carl Yang:
Utilizing Large Language Models for Zero-Shot Medical Ontology Extension from Clinical Notes. CoRR abs/2511.16548 (2025) - [i11]Yuhao Xu, Xiaoda Wang, Jiaying Lu, Sirui Ding, Defu Cao, Huaxiu Yao, Yan Liu, Xiao Hu, Carl Yang:
EnECG: Efficient Ensemble Learning for Electrocardiogram Multi-task Foundation Model. CoRR abs/2511.22935 (2025) - [i10]Yuhao Xu, Jiaying Lu, Sirui Ding, Defu Cao, Xiao Hu, Carl Yang:
An Electrocardiogram Multi-task Benchmark with Comprehensive Evaluations and Insightful Findings. CoRR abs/2512.08954 (2025) - 2024
- [j32]Sully F. Chen, Zhicheng Guo, Cheng Ding, Xiao Hu, Cynthia Rudin:
Sparse learned kernels for interpretable and efficient medical time series processing. Nat. Mac. Intell. 6(10): 1132-1144 (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) - [c20]Runze Yan, Cheng Ding, Ran Xiao, Alex 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. CHIL 2024: 105-119 - [c19]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. CHIL 2024: 182-197 - [c18]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 - [c17]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 - [c16]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 - [c15]Leo Kobayashi, Adewole Oyalowo, Uday Agrawal, Shyue-Ling Chen, John W. Gosbee, Xiao Hu, Kenneth A. Loparo, Gregory D. Jay, Derek Merck:
Implementation and Testing of an Experimental Near-Real-Time Patient Bedside Monitor Datastream Analysis and Alerting System in a Live Emergency Department. UEMCON 2024: 315-322 - [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 - [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
- [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) - [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 - [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) - 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)
2010 – 2019
- 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) - [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 - 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) - 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 - 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) - [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
- [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) - [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
2000 – 2009
- 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) - [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 - 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) - [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
Coauthor Index
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