Ran Xiao

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 24

Top Topics

Atrial Fibrillation

Greedy Algorithm

Spectral Features

Top Venues

IEEE J. Biomed. Health Informatics

Publications

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)
Ying Liang, Ran Xiao, Fang Huang, Qinlu Lin, Jia Guo, Wenbin Zeng, Jie Dong
AI nutritionist: Intelligent software as the next generation pioneer of precision nutrition. Comput. Biol. Medicine 178 (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)
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)
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)
Zhenfang Yang, Ran Xiao, Linyi Xie, Liyun Ma
A Study on the Information Technology Application Ability of Teachers in Border Schools of the Guangxi Zhuang Autonomous Region. ICETM (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)
Qingdong Huang, Chen Chen, Ran Xiao, Mei Wang, Zhuang Han
Maneuvering Targets Tracking Method with Unknown Parameters based on Gaussian Mixture Probability Hypothesis Density. AIPR (2022)
Yunfan Shan, Qinma Kang, Ran Xiao, Yiran Chen, Yunfan Kang
An Iterated Carousel Greedy Algorithm for Finding Minimum Positive Influence Dominating Sets in Social Networks. IEEE Trans. Comput. Soc. Syst. 9 (3) (2022)
Qingdong Huang, Ran Xiao, Chen Chen, Mei Wang, Zhuang Han
Closed Iterative Correction Algorithm for Multi-target Dynamic Tracking and Positioning. AIPR (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)
Ran Xiao, Meng Yang, Yuanyuan Tan, Rumeng Ding, Duolu Li
Identification of Five Immune-Related lncRNAs Predicting Survival and Tumor Microenvironment Characteristics in Breast Cancer. Comput. Math. Methods Medicine 2021 (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)
Hao Du, Wei Wang, Chaowen Xu, Ran Xiao, Changyin Sun
Real-Time Onboard 3D State Estimation of an Unmanned Aerial Vehicle in Multi-Environments Using Multi-Sensor Data Fusion. Sensors 20 (3) (2020)
Shenqi Jing, Ran Xiao, Tao Shan, Zhongmin Wang, Yun Liu
Application Practice of Smart Hospital Based on IoT Cloud Platform. ICCE-TW (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)
Shancheng Jiang, Ran Xiao, Long Wang, Xiong Luo, Chao Huang, Jenq-Haur Wang, Kwai-Sang Chin, Ximing Nie
Combining Deep Neural Networks and Classical Time Series Regression Models for Forecasting Patient Flows in Hong Kong. IEEE Access 7 (2019)
Yegui Xiao, Tao Bai, Ran Xiao, Yaping Ma
A nonlinear adaptive noise canceller with multiple reference channels for speech enhancement using both bone-and air-conducted measurements. ISPACS (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)
Ran Xiao, Xiao Qi, Alejandro Patino, Andrew H. Fagg, Thubi H. A. Kolobe, David P. Miller, Lei Ding
Characterization of infant mu rhythm immediately before crawling: A high-resolution EEG study. NeuroImage 146 (2017)
Ran Xiao, Yegui Xiao, Hongyun Wei, Koji Hasegawa
Speech enhancement using bone- and air-conducted signals and adaptive GFLANN filter. WCSP (2016)
Ran Xiao, Chunhong Chen
Power optimization design for probabilistic logic circuits. ISCAS (2015)
Ran Xiao, Xiao Qi, Andrew H. Fagg, Thubi H. A. Kolobe, David P. Miller, Lei Ding
Spectra of infant EEG within the first year of life: A pilot study. EMBC (2015)
Ran Xiao, Yaping Ma, Boyan Huang, Yegui Xiao, Koji Hasegawa
A Hybrid Nonlinear ANC for Speech Recovery Using Both Bone- and Air-Conducted Measurements. J. Robotics Mechatronics 27 (5) (2015)
Jijun Tong, Peng Zhang, Ran Xiao, Lei Ding
The portable P300 dialing system based on tablet and Emotiv Epoc headset. EMBC (2015)
Chunhong Chen, Ran Xiao
A fast model for analysis and improvement of gate-level circuit reliability. Integr. 50 (2015)
Ran Xiao, Chunhong Chen
Implementation of the conscience mechanism using single-electron transfer in competitive learning. ISCAS (2014)
Ran Xiao, Lei Ding
Classification of finger pairs from one hand based on spectral features in human EEG. EMBC (2014)
Ran Xiao, Chunhong Chen
Gate-Level Circuit Reliability Analysis: A Survey. VLSI Design 2014 (2014)
Ran Xiao, Lei Ding
Evaluation of EEG Features in Decoding Individual Finger Movements from One Hand. Comput. Math. Methods Medicine 2013 (2013)
Ran Xiao, Ke Liao, Lei Ding
Discriminating multiple motor imageries of human hands using EEG. EMBC (2012)