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ORCIDXi Long 0001
Person information
- affiliation (PhD 2015): Eindhoven University of Technology, The Netherlands
- affiliation (2010 - 2011): Tencent, Shenzhen, China
Other persons with the same name
- Xi Long — disambiguation page
- Xi Long 0002 — Columbia University, Mechanical Engineering Department, New York, NY, USA
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2020 – today
- 2026
[j45]Chunjiao Dong
, Johannes P. van Dijk, Ronald M. Aarts, Yunfeng Wang, Xi Long:
Detection of nocturnal epileptic seizures using a wearable armband: A deep learning approach combining accelerometry and photoplethysmography signals. Comput. Methods Programs Biomed. 273: 109087 (2026)- 2025
- [j44]Tan Lyu, Qinghua Zhang, Jiafeng Qiu, Chuanmin Wu, Chuanbo Chen, Peilin Lu, Biyong Zhang, Xi Long, Gang Shen:
Harnessing multiscale time-frequency ballistocardiography feature fusion for bedside atrial fibrillation detection. Biomed. Signal Process. Control. 108: 107885 (2025) - [j43]Gabriele Varisco, Zheng Peng, Hendrik Niemarkt, Peter Andriessen, Carola van Pul, Xi Long:
Improving central apnea detection in preterm infants: Neural network strategies and clinical impact. Comput. Methods Programs Biomed. 272: 109038 (2025) - [j42]Jiali Xie, Pedro Fonseca, Johannes P. van Dijk, Sebastiaan Overeem, Xi Long:
Multi-modal multi-task deep neural networks for sleep disordered breathing assessment using cardiac and audio signals. Int. J. Medical Informatics 201: 105932 (2025) - [j41]Songlu Lin, Zhihong Wang, Hans Van Gorp, Mengzhu Xu, Merel van Gilst, Sebastiaan Overeem, Jean-Paul Linnartz, Pedro Fonseca, Xi Long:
SSC-SleepNet: A Siamese-Based Automatic Sleep Staging Model With Improved N1 Sleep Detection. IEEE J. Biomed. Health Informatics 29(9): 6830-6843 (2025) - [c32]Tao Chen, Dan Zhang, Xi Long, Marcel Breeuwer, Sveta Zinger, Peiyu Huang, Jiong Zhang:
Cross-Modal Graph Learning for Perivascular Spaces Segmentation. MICCAI (4) 2025: 111-120 - 2024
- [j40]Meicheng Yang, Zheng Peng, Carola van Pul, Peter Andriessen, Kejun Dong, Demi Silvertand, Jianqing Li, Chengyu Liu, Xi Long:
Continuous prediction and clinical alarm management of late-onset sepsis in preterm infants using vital signs from a patient monitor. Comput. Methods Programs Biomed. 255: 108335 (2024) - [j39]Qinhao Wu, Fei Ye, Qianqian Gu, Feng Shao, Xi Long, Zhuozhao Zhan, Junjie Zhang, Jun He, Yangzhou Zhang, Quan Xiao:
A customised down-sampling machine learning approach for sepsis prediction. Int. J. Medical Informatics 184: 105365 (2024) - [j38]Songlu Lin, Meicheng Yang, Chengyu Liu, Zhihong Wang, Xi Long:
A pretrain-finetune approach for improving model generalizability in outcome prediction of acute respiratory distress syndrome patients. Int. J. Medical Informatics 186: 105397 (2024) - [j37]Dan Zhang, Chenggang Lu, Tao Tan, Behdad Dashtbozorg, Xi Long, Xiayu Xu, Jiong Zhang, Caifeng Shan:
BSANet: Boundary-aware and scale-aggregation networks for CMR image segmentation. Neurocomputing 599: 128125 (2024) - [j36]Zhijun Xiao, Chenxi Yang, Yumin Li, Yantao Xing, Caiyun Ma, Yuwei Zhang, Xi Long, Jianqing Li, Chengyu Liu:
Human Eye Activity Monitoring Using Continuous Wave Doppler Radar: A Feasibility Study. IEEE Trans. Biomed. Circuits Syst. 18(2): 322-333 (2024) - [j35]Caiyun Ma, Zhijun Xiao, Lina Zhao, Shany Biton, Joachim A. Behar, Xi Long, Rik Vullings, Ronald M. Aarts, Jianqing Li, Chengyu Liu:
A Review on Atrial Fibrillation Detection From Ambulatory ECG. IEEE Trans. Biomed. Eng. 71(3): 876-892 (2024) - [j34]Caiyun Ma, Xi Long, Weijie Sheng, Rik Vullings, Meicheng Yang, Lina Zhao, Ronald M. Aarts, Jianqing Li, Chengyu Liu:
An Atrial Fibrillation Detection Strategy in Dynamic ECGs With Significant Individual Differences. IEEE Trans. Instrum. Meas. 73: 1-10 (2024) - [j33]Zheng Peng, Yidan Zhao, Deedee Kommers, Henrie van den Boom, Rong-Hao Liang, Xi Long, Hendrik Niemarkt, Peter Andriessen, Carola van Pul:
Continuous Movement Quantification in Preterm Infants Using Fiber Mat: Advancing Long-Term Monitoring in Hospital Settings. IEEE Trans. Instrum. Meas. 73: 1-10 (2024) - [c31]Zheng Peng, Marit van de Wiel, Hendrik Niemarkt, Xi Long, Peter Andriessen, Carola van Pul:
Validation of Three Late-Onset Sepsis Prediction Models in Hospitalized Infants. MeMeA 2024: 1-5 - [c30]Gabriela Gronska, Elisabetta Peri, Xi Long, Fokke van Meulen, Johannes P. van Dijk, Massimo Mischi:
Estimating Respiratory Effort through Diaphragmatic Electromyography on Simulated Airway Obstructions. MeMeA 2024: 1-6 - [c29]Giulia Palladino, Zheng Peng, Deedee Kommers, Henrie van den Boom, Oded Raz, Xi Long, Peter Andriessen, Hendrik Niemarkt, Carola van Pul:
Movement Quantification in Preterm Infants: Comparing Motion Extraction from ECG Signals and from Pressure Sensitive Fiber Optics Mat. MeMeA 2024: 1-6 - [c28]Pierre-Emmanuel Simon, Elisabetta Peri, Xi Long, Johannes P. van Dijk, Massimo Mischi:
A Spatiotemporal Deep-Learning Model for Force Estimation From Surface Electromyography. MeMeA 2024: 1-5 - [c27]Gabriele Varisco, Zheng Peng, Peter Andriessen, Carola van Pul, Xi Long:
Explainable Machine Learning for Central Apnea Detection in Premature Infants. MeMeA 2024: 1-6 - 2023
- [j32]Shaoxiong Sun, Erik Bresch, Jens Muehlsteff, Lars Schmitt, Xi Long, Rick Bezemer, Igor Paulussen, Gerrit Jan Noordergraaf, Ronald M. Aarts:
Systolic blood pressure estimation using ECG and PPG in patients undergoing surgery. Biomed. Signal Process. Control. 79(Part): 104040 (2023) - [j31]Jiali Xie, Pedro Fonseca, Johannes P. van Dijk, Sebastiaan Overeem, Xi Long:
Assessment of obstructive sleep apnea severity using audio-based snoring features. Biomed. Signal Process. Control. 86(Part A): 104942 (2023) - [j30]Wenli Liang, Yuanjian Yang, Fangyu Li, Xi Long, Caifeng Shan:
Mask-guided modality difference reduction network for RGB-T semantic segmentation. Neurocomputing 523: 9-17 (2023) - [j29]Emad Arasteh, Esther S. Veldhoen, Xi Long, Maartje van Poppel, Marjolein van der Linden, Thomas Alderliesten, Joppe Nijman, Robbin de Goederen, Jeroen Dudink:
Ultra-Wideband Radar for Simultaneous and Unobtrusive Monitoring of Respiratory and Heart Rates in Early Childhood: A Deep Transfer Learning Approach. Sensors 23(18): 7665 (2023) - [j28]Zheng Peng, Gabriele Varisco, Xi Long, Rong-Hao Liang, Deedee Kommers, Ward Cottaar, Peter Andriessen, Carola van Pul:
A Continuous Late-Onset Sepsis Prediction Algorithm for Preterm Infants Using Multi-Channel Physiological Signals From a Patient Monitor. IEEE J. Biomed. Health Informatics 27(1): 550-561 (2023) - [c26]Caiyun Ma, Zhongyu Wang, Lina Zhao, Xi Long, Rik Vullings, Ronald M. Aarts, Jianqing Li, Chengyu Liu:
Deep Learning-Based Signal Quality Assessment in Wearable ECG Monitoring. CinC 2023: 1-4 - [c25]Zheng Peng, Dandan Zhang, Carola van Pul, Rong-Hao Liang, Peter Andriessen, Ronald M. Aarts, Xi Long:
Improving Video-Based Actigraphy for Sleep Monitoring of Preterm Infants. HealthCom 2023: 61-65 - [c24]Gabriela Gronska, Elisabetta Peri, Xi Long, Johannes P. van Dijk, Massimo Mischi:
Removal of electrocardiographic interference and artifacts from diaphragm electromyography. MeMeA 2023: 1-6 - 2022
- [j27]Gabriele Varisco, Zheng Peng, Deedee Kommers, Zhuozhao Zhan, Ward Cottaar, Peter Andriessen, Xi Long, Carola van Pul:
Central apnea detection in premature infants using machine learning. Comput. Methods Programs Biomed. 226: 107155 (2022) - [j26]Chen Chen, Caifeng Shan, Ronald M. Aarts, Xi Long:
Sensing and computing for smart healthcare. J. Ambient Intell. Smart Environ. 14(1): 3-4 (2022) - [j25]Chunjiao Dong, Tian-Chun Ye, Xi Long, Ronald M. Aarts, Johannes P. van Dijk, Chun-Heng Shang, Xiwen Liao, Wei Chen, Wanlin Lai, Lei Chen, Yunfeng Wang:
A Two-Layer Ensemble Method for Detecting Epileptic Seizures Using a Self-Annotation Bracelet With Motor Sensors. IEEE Trans. Instrum. Meas. 71: 1-13 (2022) - [c23]Zheng Peng, Dennis van de Sande, Ilde Lorato, Xi Long, Rong-Hao Liang, Peter Andriessen, Ward Cottaar, Sander Stuijk, Carola van Pul:
A Comparison of Video-based Methods for Neonatal Body Motion Detection. EMBC 2022: 3047-3050 - 2021
- [j24]Jiali Xie, Xavier L. Aubert, Xi Long, Johannes P. van Dijk, Bruno Arsenali, Pedro Fonseca, Sebastiaan Overeem:
Audio-based snore detection using deep neural networks. Comput. Methods Programs Biomed. 200: 105917 (2021) - [j23]Mustafa Radha, Pedro Fonseca, Arnaud Moreau, Marco Ross, Andreas Cerny, Peter Anderer, Xi Long, Ronald M. Aarts:
A deep transfer learning approach for wearable sleep stage classification with photoplethysmography. npj Digit. Medicine 4 (2021) - [j22]Elisabetta Peri, Lin Xu, Christian Ciccarelli, Nele L. Vandenbussche, Hongji Xu, Xi Long, Sebastiaan Overeem, Johannes P. van Dijk, Massimo Mischi:
Singular Value Decomposition for Removal of Cardiac Interference from Trunk Electromyogram. Sensors 21(2): 573 (2021) - [j21]Muhammad Awais, Xi Long, Bin Yin, Saadullah Farooq Abbasi, Saeed Akbarzadeh, Chunmei Lu, Xinhua Wang, Laishuan Wang, Jiong Zhang, Jeroen Dudink, Wei Chen:
A Hybrid DCNN-SVM Model for Classifying Neonatal Sleep and Wake States Based on Facial Expressions in Video. IEEE J. Biomed. Health Informatics 25(5): 1441-1449 (2021) - [c22]Zheng Peng, Ilde Lorato, Xi Long, Rong-Hao Liang, Deedee Kommers, Peter Andriessen, Ward Cottaar, Sander Stuijk, Carola van Pul:
Body Motion Detection in Neonates Based on Motion Artifacts in Physiological Signals from a Clinical Patient Monitor. EMBC 2021: 416-419 - [c21]Chetanya Puri, Gerben Kooijman, Xi Long, Paul Hamelmann, Sima Asvadi, Bart Vanrumste, Stijn Luca:
Feature selection for unbiased imputation of missing values: A case study in healthcare. EMBC 2021: 1911-1915 - [c20]Gabriele Varisco, Deedee Kommers, Xi Long, Zhuozhao Zhan, Marina-Marinela Nano, Ward Cottaar, Peter Andriessen, Carola van Pul:
Optimized Detection of Central Apneas Preceding Late-Onset Sepsis in Premature Infants. EMBC 2021: 5463-5468 - [c19]Laura Cabrera Quiros, Gabriele Varisco, Zhuozhao Zhan, Xi Long, Peter Andriessen, Eduardus J. E. Cottaar, Carola van Pul:
Listen to the Real Experts: Detecting Need of Caregiver Response in a NICU using Multimodal Monitoring Signals. ICMI Companion 2021: 344-352 - [c18]Chunjiao Dong, Lei Chen, Tianchun Ye, Xi Long, Ronald M. Aarts, Johannes P. van Dijk, Chunheng Shang, Xiwen Liao, Yunfeng Wang:
Home-based Detection of Epileptic Seizures Using a Bracelet with Motor Sensors. NER 2021: 854-857 - 2020
- [j20]Muhammad Awais, Chen Chen, Xi Long, Bin Yin, Anum Nawaz, Saadullah Farooq Abbasi, Saeed Akbarzadeh, Linkai Tao, Chunmei Lu, Laishuan Wang, Ronald M. Aarts, Wei Chen:
Novel Framework: Face Feature Selection Algorithm for Neonatal Facial and Related Attributes Recognition. IEEE Access 8: 59100-59113 (2020) - [j19]Saadullah Farooq Abbasi, Jawad Ahmad, Ahsen Tahir, Muhammad Awais, Chen Chen, Muhammad Irfan, Hafza Ayesha Siddiqa, Abu Bakar Waqas, Xi Long, Bin Yin, Saeed Akbarzadeh, Chunmei Lu, Laishuan Wang, Wei Chen:
EEG-Based Neonatal Sleep-Wake Classification Using Multilayer Perceptron Neural Network. IEEE Access 8: 183025-183034 (2020) - [j18]Jan Werth, Mustafa Radha, Peter Andriessen, Ronald M. Aarts, Xi Long:
Deep learning approach for ECG-based automatic sleep state classification in preterm infants. Biomed. Signal Process. Control. 56 (2020) - [c17]Laura Cabrera Quiros, Gabriele Varisco, Zhuozhao Zhan, Xi Long, Peter Andriessen, Eduardus J. E. Cottaar, Carola van Pul:
Estimation of Heart Rate Directly from ECG Spectrogram in Neonate Intensive Care Units. EMBC 2020: 320-323 - [c16]Ying Wang, Floris Beuving, Jorik Nonnekes, Mike X. Cohen, Xi Long, Ronald M. Aarts, Richard van Wezel:
Freezing of gait detection in Parkinson's disease via multimodal analysis of EEG and accelerometer signals. EMBC 2020: 847-850 - [c15]Yaodan Xu, Lin Xu, Xi Long, Massimo Mischi:
Relevance of spectral peaks in electromyographic recordings during force-modulated vibration exercise. EMBC 2020: 3106-3109 - [c14]Yue Sun, Deedee Kommers, Tao Tan, Wenjin Wang, Xi Long, Caifeng Shan, Carola van Pul, Ronald M. Aarts, Peter Andriessen, Peter H. N. de With:
Automated discomfort detection for premature infants in NICU using time-frequency feature-images and CNNs. Computer-Aided Diagnosis 2020
2010 – 2019
- 2019
- [j17]Xiong Deng, Jean-Paul M. G. Linnartz, Xi Long, Guofu Zhou:
Reading Analysis for Barcode Scanner With Interference from LED-Based Lighting. IEEE Access 7: 96787-96798 (2019) - [j16]Jerome Rolink, Pedro Fonseca, Xi Long, Steffen Leonhardt:
Improving sleep/wake classification with recurrence quantification analysis features. Biomed. Signal Process. Control. 49: 78-86 (2019) - [j15]Lei Wang, Xi Long, Ronald M. Aarts, Johannes P. van Dijk, Johan B. A. M. Arends:
EEG-based seizure detection in patients with intellectual disability: Which EEG and clinical factors are important? Biomed. Signal Process. Control. 49: 404-418 (2019) - [j14]Lei Wang, Xi Long, Ronald M. Aarts, Johannes P. van Dijk, Johan B. A. M. Arends:
A broadband method of quantifying phase synchronization for discriminating seizure EEG signals. Biomed. Signal Process. Control. 52: 371-383 (2019) - [j13]Yue Sun, Caifeng Shan, Tao Tan, Xi Long, Arash Pourtaherian, Svitlana Zinger, Peter H. N. de With:
Video-based discomfort detection for infants. Mach. Vis. Appl. 30(5): 933-944 (2019) - [j12]Xi Long, Renée A. Otte, Eric van der Sanden, Jan Werth, Tao Tan:
Video-Based Actigraphy for Monitoring Wake and Sleep in Healthy Infants: A Laboratory Study. Sensors 19(5): 1075 (2019) - [c13]Xilin Yu, Laishuan Wang, Xian Zhao, Chunmei Lu, Xi Long, Wei Chen:
An Investigation into Audio Features and DTW Algorithms for Infant Cry Classification. ICBBE 2019: 54-59 - 2018
- [c12]Ying Wang, Xi Long, Hans van Dijk, Ronald M. Aarts, Johan B. A. M. Arends:
Adaptive EEG Channel Selection for Nonconvulsive Seizure Analysis. DSP 2018: 1-5 - 2017
- [j11]Lei Wang, Johan B. A. M. Arends, Xi Long, Pierre J. M. Cluitmans, Johannes P. van Dijk:
Seizure pattern-specific epileptic epoch detection in patients with intellectual disability. Biomed. Signal Process. Control. 35: 38-49 (2017) - [j10]Guangfei Zhang, Caifeng Shan, Ihor Kirenko, Xi Long, Ronald M. Aarts:
Hybrid Optical Unobtrusive Blood Pressure Measurements. Sensors 17(7): 1541 (2017) - [j9]Xi Long, Pedro Fonseca, Ronald M. Aarts, Reinder Haakma, Jerome Rolink, Steffen Leonhardt:
Detection of Nocturnal Slow Wave Sleep Based on Cardiorespiratory Activity in Healthy Adults. IEEE J. Biomed. Health Informatics 21(1): 123-133 (2017) - [j8]Pedro Fonseca, Niek den Teuling, Xi Long, Ronald M. Aarts:
Cardiorespiratory Sleep Stage Detection Using Conditional Random Fields. IEEE J. Biomed. Health Informatics 21(4): 956-966 (2017) - [c11]Xi Long, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts:
Actigraphy-based sleep/wake detection for insomniacs. BSN 2017: 1-4 - 2016
- [j7]Feng Lin, Yingxiao Wu, Yan Zhuang, Xi Long, Wenyao Xu:
Human gender classification: a review. Int. J. Biom. 8(3/4): 275-300 (2016) - [c10]Lei Wang, Johan B. A. M. Arends, Xi Long, Yan Wu, Pierre J. M. Cluitmans:
Seizure detection using dynamic warping for patients with intellectual disability. EMBC 2016: 1010-1013 - 2015
- [j6]Jerome Rolink, Martin Kutz, Pedro Fonseca, Xi Long, Berno J. E. Misgeld, Steffen Leonhardt:
Recurrence quantification analysis across sleep stages. Biomed. Signal Process. Control. 20: 107-116 (2015) - [j5]Xi Long, Reinder Haakma, Tim R. M. Leufkens, Pedro Fonseca, Ronald M. Aarts:
Effects of Between- and Within-Subject Variability on Autonomic Cardiorespiratory Activity during Sleep and Their Limitations on Sleep Staging: A Multilevel Analysis. Comput. Intell. Neurosci. 2015: 583620:1-583620:17 (2015) - [c9]Xi Long, Reinder Haakma, Jerome Rolink, Pedro Fonseca, Ronald M. Aarts:
Improving sleep/wake detection via boundary adaptation for respiratory spectral features. EMBC 2015: 374-377 - [c8]Marina-Marinela Nano, Xi Long, Jan Werth, Ronald M. Aarts, Richard Heusdens:
Sleep apnea detection using time-delayed heart rate variability. EMBC 2015: 7679-7682 - 2014
- [j4]Xi Long, Jérôme Foussier, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts:
Analyzing respiratory effort amplitude for automated sleep stage classification. Biomed. Signal Process. Control. 14: 197-205 (2014) - [j3]Xi Long, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts, Jérôme Foussier:
Spectral Boundary Adaptation on Heart Rate Variability for Sleep and Wake Classification. Int. J. Artif. Intell. Tools 23(3) (2014) - [j2]Mei Su, Pan Pan, Xi Long, Yao Sun, Jian Yang:
An Active Power-Decoupling Method for Single-Phase AC-DC Converters. IEEE Trans. Ind. Informatics 10(1): 461-468 (2014) - [j1]Xi Long, Pedro Fonseca, Jérôme Foussier, Reinder Haakma, Ronald M. Aarts:
Sleep and Wake Classification With Actigraphy and Respiratory Effort Using Dynamic Warping. IEEE J. Biomed. Health Informatics 18(4): 1272-1284 (2014) - [c7]Xi Long, Pedro Fonseca, Reinder Haakma, Jérôme Foussier, Ronald M. Aarts:
Automatic detection of overnight deep sleep based on heart rate variability: A preliminary study. EMBC 2014: 50-53 - 2013
- [c6]Jérôme Foussier, Pedro Fonseca, Xi Long, Steffen Leonhardt:
Automatic Feature Selection for Sleep/Wake Classification with Small Data Sets. BIOINFORMATICS 2013: 178-184 - [c5]Jérôme Foussier, Pedro Fonseca, Xi Long, Berno J. E. Misgeld, Steffen Leonhardt:
Combining HRV Features for Automatic Arousal Detection. CinC 2013: 1003-1006 - [c4]Xi Long, Jérôme Foussier, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts:
Respiration amplitude analysis for REM and NREM sleep classification. EMBC 2013: 5017-5020 - [c3]Pedro Fonseca, Xi Long, Jérôme Foussier, Ronald M. Aarts:
On the impact of arousals on the performance of sleep and wake classification using actigraphy. EMBC 2013: 6760-6763 - 2012
- [c2]Xi Long, Pedro Fonseca, Jérôme Foussier, Reinder Haakma, Ronald M. Aarts:
Using dynamic time warping for sleep and wake discrimination. BHI 2012: 886-889 - [c1]Xi Long, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts, Jérôme Foussier:
Time-frequency analysis of heart rate variability for sleep and wake classification. BIBE 2012: 85-90 - 2011
- [p1]Xi Long, Steffen Pauws, Marten Pijl, Joyca Lacroix, Annelies Goris, Ronald M. Aarts:
Predicting Daily Physical Activity in a Lifestyle Intervention Program. Behaviour Monitoring and Interpretation 2011: 131-146
Coauthor Index
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