Ran Xiao

49 papers C 2Journal 32Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep Learning-Based Airway Segmentation in Systemic Lupus Erythematosus Patients with Interstitial Lung Disease (SLE-ILD): A Comparative High-Resolution CT Analysis.
CoRR
Sirong Piao, Ying Ming, Ruijie Zhao, Jiaru Wang, Ran Xiao, Rui Zhao, Zicheng Liao, Qiqi Xu, Shaoze Luo, Bing Li, Lin Li, Zhuangfei Ma, Fuling Zheng, Wei Song
2025 J jnl
Application of deep learning reconstruction at prone position chest scanning of early interstitial lung disease.
BMC Medical Imaging
Ruijie Zhao, Yun Wang, Jiaru Wang, Zixing Wang, Ran Xiao, Ying Ming, Sirong Piao, Jinhua Wang, Lan Song, Yinghao Xu, Zhuangfei Ma, Peilin Fan, Xin Sui, Wei Song
2025 J jnl
Bronchovascular Tree-Guided Weakly Supervised Learning Method for Pulmonary Segment Segmentation.
CoRR
Ruijie Zhao, Zuopeng Tan, Xiao Xue, Longfei Zhao, Bing Li, Zicheng Liao, Ying Ming, Jiaru Wang, Ran Xiao, Sirong Piao, Rui Zhao, Qiqi Xu, Wei Song
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 — 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
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 J jnl
Indoor Coal Inventory Algorithm Using UAV-Based LiDAR SLAM.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yinzhen Wang, Donghai Xie, Shengwei Ren, Zhenxing Sun, Chang Yi, Ran Xiao, Ruofei Zhong
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 J jnl
Online Public Opinion Situation Assessment by Deep Sparse Autoencoder and Time-Series Modeling Convolutional Neural Network.
IEEE Access
Wei Sun, Ran Xiao, Xuanmo Li
2025 J jnl
Polarization Calibration Verification of the Directional Polarimetric Camera on the Terrestrial Ecosystem Carbon Inventory Satellite.
IEEE Trans. Geosci. Remote. Sens.
Donghai Xie, Liuyan Guo, Yu Wu, Qian Chen, Xin Zuo, Tongyuan Zou, Hailiang Gao, Yuting Li, Lili Zhang, Yutang Yu, Ran Xiao, Yinzhen Wang, Chang Yi, Zeyu Wang, Shi Jin, Yanming Guo, Yuhan Wu
2025 J jnl
The Social Interaction of Online Products in E-Commerce Live Broadcast under Generative Artificial Intelligence.
Int. J. Inf. Technol. Syst. Approach
Wei Sun, Fulin Sun, Ran Xiao
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 J jnl
AI nutritionist: Intelligent software as the next generation pioneer of precision nutrition.
Comput. Biol. Medicine
Ying Liang, Ran Xiao, Fang Huang, Qinlu Lin, Jia Guo, Wenbin Zeng, Jie Dong
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 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 — 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
2023 — conf
A Study on the Information Technology Application Ability of Teachers in Border Schools of the Guangxi Zhuang Autonomous Region.
ICETM
Zhenfang Yang, Ran Xiao, Linyi Xie, Liyun Ma
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
2022 J jnl
An Iterated Carousel Greedy Algorithm for Finding Minimum Positive Influence Dominating Sets in Social Networks.
IEEE Trans. Comput. Soc. Syst.
Yunfan Shan, Qinma Kang, Ran Xiao, Yiran Chen, Yunfan Kang
2022 — conf
Closed Iterative Correction Algorithm for Multi-target Dynamic Tracking and Positioning.
AIPR
Qingdong Huang, Ran Xiao, Chen Chen, Mei Wang, Zhuang Han
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 — conf
Maneuvering Targets Tracking Method with Unknown Parameters based on Gaussian Mixture Probability Hypothesis Density.
AIPR
Qingdong Huang, Chen Chen, Ran Xiao, Mei Wang, Zhuang Han
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
2021 J jnl
Identification of Five Immune-Related lncRNAs Predicting Survival and Tumor Microenvironment Characteristics in Breast Cancer.
Comput. Math. Methods Medicine
Ran Xiao, Meng Yang, Yuanyuan Tan, Rumeng Ding, Duolu Li
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 — conf
Application Practice of Smart Hospital Based on IoT Cloud Platform.
ICCE-TW
Shenqi Jing, Ran Xiao, Tao Shan, Zhongmin Wang, Yun Liu
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
Real-Time Onboard 3D State Estimation of an Unmanned Aerial Vehicle in Multi-Environments Using Multi-Sensor Data Fusion.
Sensors
Hao Du, Wei Wang, Chaowen Xu, Ran Xiao, Changyin Sun
2019 J jnl
Combining Deep Neural Networks and Classical Time Series Regression Models for Forecasting Patient Flows in Hong Kong.
IEEE Access
Shancheng Jiang, Ran Xiao, Long Wang, Xiong Luo, Chao Huang, Jenq-Haur Wang, Kwai-Sang Chin, Ximing Nie
2018 — conf
A nonlinear adaptive noise canceller with multiple reference channels for speech enhancement using both bone-and air-conducted measurements.
ISPACS
Yegui Xiao, Tao Bai, Ran Xiao, Yaping Ma
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
2017 J jnl
Characterization of infant mu rhythm immediately before crawling: A high-resolution EEG study.
NeuroImage
Ran Xiao, Xiao Qi, Alejandro Patino, Andrew H. Fagg, Thubi H. A. Kolobe, David P. Miller, Lei Ding
2016 — conf
Speech enhancement using bone- and air-conducted signals and adaptive GFLANN filter.
WCSP
Ran Xiao, Yegui Xiao, Hongyun Wei, Koji Hasegawa
2015 J jnl
A Hybrid Nonlinear ANC for Speech Recovery Using Both Bone- and Air-Conducted Measurements.
J. Robotics Mechatronics
Ran Xiao, Yaping Ma, Boyan Huang, Yegui Xiao, Koji Hasegawa
2015 J jnl
A fast model for analysis and improvement of gate-level circuit reliability.
Integr.
Chunhong Chen, Ran Xiao
2015 C conf
Power optimization design for probabilistic logic circuits.
ISCAS
Ran Xiao, Chunhong Chen
2015 — conf
Spectra of infant EEG within the first year of life: A pilot study.
EMBC
Ran Xiao, Xiao Qi, Andrew H. Fagg, Thubi H. A. Kolobe, David P. Miller, Lei Ding
2015 — conf
The portable P300 dialing system based on tablet and Emotiv Epoc headset.
EMBC
Jijun Tong, Peng Zhang, Ran Xiao, Lei Ding
2014 — conf
Classification of finger pairs from one hand based on spectral features in human EEG.
EMBC
Ran Xiao, Lei Ding
2014 J jnl
Gate-Level Circuit Reliability Analysis: A Survey.
VLSI Design
Ran Xiao, Chunhong Chen
2014 C conf
Implementation of the conscience mechanism using single-electron transfer in competitive learning.
ISCAS
Ran Xiao, Chunhong Chen
2013 J jnl
Evaluation of EEG Features in Decoding Individual Finger Movements from One Hand.
Comput. Math. Methods Medicine
Ran Xiao, Lei Ding
2012 — conf
Discriminating multiple motor imageries of human hands using EEG.
EMBC
Ran Xiao, Ke Liao, Lei Ding