Xiaomao Fan

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 40

Top Topics

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Weiping Zheng, Yiyong Li, Minli Hong, Gansen Zhao, Xiaomao Fan
Network traffic matrix prediction with incomplete data via masked matrix modeling. Inf. Sci. 657 (2024)
Yidan Dai, Ye Li, Wenjun Ma, Xiaomao Fan, Ye Li, Huijun Yue
A Multi-scale Attention Network for Sleep Arousal Detection with Single-Channel ECG. ISBRA (2) (2024)
Wenjun Ma, Yibing Zhao, Xiaomao Fan
Cascaded Knowledge-Level Fusion Network for Online Course Recommendation System. IEEE Trans. Big Data 10 (4) (2024)
Bowen Zhang, Zhichao Huang, Genan Dai, Guangning Xu, Xiaomao Fan, Hu Huang
Core Knowledge Learning Framework for Graph Adaptation and Scalability Learning. CoRR (2024)
Wenjun Ma, Wen Chen, Liuxing Lu, Xiaomao Fan
Integrating learners' knowledge background to improve course recommendation fairness: A multi-graph recommendation method based on contrastive learning. Inf. Process. Manag. 61 (4) (2024)
Weiping Zheng, Minli Hong, Ruihao Ye, Xiaomao Fan, Yuxuan Liang, Gansen Zhao, Roger Zimmermann
End-to-End Delay Modeling via Leveraging Competitive Interaction Among Network Flows. IEEE Trans. Netw. Serv. Manag. 21 (2) (2024)
Yujie Li, Jingrui Chen, Wenjun Ma, Gansen Zhao, Xiaomao Fan
MVF-SleepNet: Multi-View Fusion Network for Sleep Stage Classification. IEEE J. Biomed. Health Informatics 28 (5) (2024)
Xiaomao Fan, Xianhui Chen, Wenjun Ma, Weidong Gao
BAFNet: Bottleneck Attention Based Fusion Network for Sleep Apnea Detection. IEEE J. Biomed. Health Informatics 28 (5) (2024)
Yingshan Shen, Zhitao Luo, Muxin Xu, Zhihao Liang, Xiaomao Fan, Xiaohe Lu
Automated detection for Retinopathy of Prematurity with knowledge distilling from multi-stream fusion network. Knowl. Based Syst. 269 (2023)
Yingying Shao, Dikun Hu, Yi Liu, Zhengdong Li, Xiaomao Fan, Weidong Gao
Cross-Domain Based Deep Neural Network for Obstructive Sleep Apnea Detection via Piezoelectric Ceramic Sensor Array. SMC (2023)
Junyang Chen, Yidan Dai, Xianhui Chen, Yingshan Shen, Yan Luximon, Hailiang Wang, Yuxin He, Wenjun Ma, Xiaomao Fan
StAGN: Spatial-Temporal Adaptive Graph Network via Contrastive Learning for Sleep Stage Classification. SDM (2023)
Ying Chen, Huijun Yue, Ruifeng Zou, Wenbin Lei, Wenjun Ma, Xiaomao Fan
RAFNet: Restricted attention fusion network for sleep apnea detection. Neural Networks 162 (2023)
Yang Zhao, Lisha Yu, Xiaomao Fan, Marco Y. C. Pang, Kwok-Leung Tsui, Hailiang Wang
Design of a Sensor-Technology-Augmented Gait and Balance Monitoring System for Community-Dwelling Older Adults in Hong Kong: A Pilot Feasibility Study. Sensors 23 (18) (2023)
Ruifeng Zou, Huijun Yue, Wenbin Lei, Xiaomao Fan, Wenjun Ma, Pan Li, Ye Li
A Dual-Scale Convolutional Neural Network for Sleep Apnea Detection with Time-Delayed SpO2 Signals. EMBC (2023)
Xiaomao Fan, Hailiang Wang, Yang Zhao, Kuang-Hui Huang, Ya-Ting Wu, Tien-Lung Sun, Kwok-Leung Tsui
Automatic fall risk assessment with Siamese network for stroke survivors using inertial sensor-based signals. Int. J. Intell. Syst. 37 (9) (2022)
Xianhui Chen, Ying Chen, Wenjun Ma, Xiaomao Fan, Ye Li
Toward sleep apnea detection with lightweight multi-scaled fusion network. Knowl. Based Syst. 247 (2022)
Weiping Zheng, Yiyong Li, Minli Hong, Xiaomao Fan, Gansen Zhao
Flow-by-flow traffic matrix prediction methods: Achieving accurate, adaptable, low cost results. Comput. Commun. 194 (2022)
Runhua Huang, Chengchuang Lin, Aihua Yin, Hanbiao Chen, Li Guo, Gansen Zhao, Xiaomao Fan, Shuangyin Li, Jinji Yang
A Clinical Dataset and Various Baselines for Chromosome Instance Segmentation. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (1) (2022)
Jingrui Chen, Yujie Li, Jing Xiao, Ruiquan Ge, Wenjun Ma, Xiaomao Fan
MSF-SleepNet: Multi-Stream Fusion Network with Contrastive Learning for Sleep Stage Classification. BIBM (2022)
Wen Chen, Wenjun Ma, Yuncheng Jiang, Xiaomao Fan
GADN: GCN-Based Attentive Decay Network for Course Recommendation. KSEM (1) (2022)
Yujie Li, Yingshan Shen, Xiaomao Fan, Xingxian Huang, Haibo Yu, Gansen Zhao, Wenjun Ma
A novel EEG-based major depressive disorder detection framework with two-stage feature selection. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Xiaojiang Peng, Xiaomao Fan, Qingyang Wu, Jieyan Zhao, Pan Gao
Video-based Smoky Vehicle Detection with A Coarse-to-Fine Framework. CoRR (2022)
Hongtuo Lin, Chufan Jian, Yang Cao, Xiaoguang Ma, Hailiang Wang, Fen Miao, Xiaomao Fan, Jinzhu Yang, Gansen Zhao, Hui Zhou
MDD-TSVM: A novel semisupervised-based method for major depressive disorder detection using electroencephalogram signals. Comput. Biol. Medicine 140 (2022)
Danqi Hong, Xingxian Huang, Yingshan Shen, Haibo Yu, Xiaomao Fan, Gansen Zhao, Wenbin Lei, Haoyu Luo
EEG-based Major Depressive Disorder Detection Using Data Mining Techniques. EMBC (2021)
Yidan Dai, Yuanyuan Zhuo, Xingxian Huang, Haibo Yu, Xiaomao Fan
A Novel Prediction Framework for Two-Year Stroke Recurrence Using Retinal Images. ISBRA (2021)
Xiaomao Fan, Hailiang Wang, Yang Zhao, Ye Li, Kwok Leung Tsui
An Adaptive Weight Learning-Based Multitask Deep Network for Continuous Blood Pressure Estimation Using Electrocardiogram Signals. Sensors 21 (5) (2021)
Xianhui Chen, Ying Chen, Wenjun Ma, Xiaomao Fan, Ye Li
SE-MSCNN: A Lightweight Multi-scaled Fusion Network for Sleep Apnea Detection Using Single-Lead ECG Signals. BIBM (2021)
Xiaomao Fan, Zhejing Hu, Ruxin Wang, Liyan Yin, Ye Li, Yunpeng Cai
A novel hybrid network of fusing rhythmic and morphological features for atrial fibrillation detection on mobile ECG signals. Neural Comput. Appl. 32 (12) (2020)
Xiaomao Fan, Hailiang Wang, Fan Xu, Yang Zhao, Kwok-Leung Tsui
Homecare-Oriented Intelligent Long-Term Monitoring of Blood Pressure Using Electrocardiogram Signals. IEEE Trans. Ind. Informatics 16 (11) (2020)
Chengchuang Lin, Aihua Yin, Qinglan Wu, Hanbiao Chen, Li Guo, Gansen Zhao, Xiaomao Fan, Haoyu Luo, Hua Tang
Chromosome Cluster Identification Framework Based on Geometric Features and Machine Learning Algorithms. BIBM (2020)
Qihang Yao, Ruxin Wang, Xiaomao Fan, Jikui Liu, Ye Li
Multi-class Arrhythmia detection from 12-lead varied-length ECG using Attention-based Time-Incremental Convolutional Neural Network. Inf. Fusion 53 (2020)
Ruiquan Ge, Xiaomao Fan, Pu Wang
Prediction of anticancer peptides with dictionary learning method. BIBM (2020)
Ruxin Wang, Qihang Yao, Xiaomao Fan, Ye Li
Multi-class Arrhythmia Detection based on Neural Network with Multi-stage Features Fusion. SMC (2019)
Xiaomao Fan, Yang Zhao, Hailiang Wang, Kwok Leung Tsui
Forecasting one-day-forward wellness conditions for community-dwelling elderly with single lead short electrocardiogram signals. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Fangmin Sun, Chenfei Mao, Xiaomao Fan, Ye Li
Accelerometer-Based Speed-Adaptive Gait Authentication Method for Wearable IoT Devices. IEEE Internet Things J. 6 (1) (2019)
Xiaomao Fan, Qihang Yao, Yunpeng Cai, Fen Miao, Fangmin Sun, Ye Li
Multiscaled Fusion of Deep Convolutional Neural Networks for Screening Atrial Fibrillation From Single Lead Short ECG Recordings. IEEE J. Biomed. Health Informatics 22 (6) (2018)
Fen Miao, Yunpeng Cai, Yu-Xiao Zhang, Xiaomao Fan, Ye Li
Predictive Modeling of Hospital Mortality for Patients With Heart Failure by Using an Improved Random Survival Forest. IEEE Access 6 (2018)
Xiaomao Fan, Qihang Yao, Yunpeng Cai, Ye Li
An efficient automatic electrocardiogram analysis method using smartphones. ICCE (2018)
Qihang Yao, Xiaomao Fan, Yunpeng Cai, Ruxin Wang, Liyan Yin, Ye Li
Time-Incremental Convolutional Neural Network for Arrhythmia Detection in Varied-Length Electrocardiogram. DASC/PiCom/DataCom/CyberSciTech (2018)
Xiaomao Fan, Runge Chen, Chenguang He, Yunpeng Cai, Pu Wang, Ye Li
Toward Automated Analysis of Electrocardiogram Big Data by Graphics Processing Unit for Mobile Health Application. IEEE Access 5 (2017)
Furu Xiang, Wenxuan Guan, Xingxian Huang, Xiaomao Fan, Yunpeng Cai, Haibo Yu
Mobile Clinical Scale Collection System for In-Hospital Stroke Patient Assessments Using Html5 Technology. HIS (2015)
Yingying Wang, Xiaomao Fan, Yunpeng Cai
A Comparative Study of Improvements Filter Methods Bring on Feature Selection Using Microarray Data. HIS (2014)
Yingying Wang, Xiaomao Fan, Yunpeng Cai
A comparative study of improvements Pre-filter methods bring on feature selection using microarray data. Health Inf. Sci. Syst. 2 (1) (2014)
Chenguang He, Xiaomao Fan, Ye Li
Toward Ubiquitous Healthcare Services With a Novel Efficient Cloud Platform. IEEE Trans. Biomed. Eng. 60 (1) (2013)
Xiaomao Fan, Chenguang He, Yunpeng Cai, Ye Li
HCloud: A novel application-oriented cloud platform for preventive healthcare. CloudCom (2012)