Xi Long

78 papers C 3Journal 45Unranked 29
YearRankTypeTitle / Venue / Authors
2026 J jnl
Detection of nocturnal epileptic seizures using a wearable armband: A deep learning approach combining accelerometry and photoplethysmography signals.
Comput. Methods Programs Biomed.
Chunjiao Dong, Johannes P. van Dijk, Ronald M. Aarts, Yunfeng Wang, Xi Long
2025 — conf
Cross-Modal Graph Learning for Perivascular Spaces Segmentation.
MICCAI (4)
Tao Chen, Dan Zhang, Xi Long, Marcel Breeuwer, Sveta Zinger, Peiyu Huang, Jiong Zhang
2025 J jnl
Harnessing multiscale time-frequency ballistocardiography feature fusion for bedside atrial fibrillation detection.
Biomed. Signal Process. Control.
Tan Lyu, Qinghua Zhang, Jiafeng Qiu, Chuanmin Wu, Chuanbo Chen, Peilin Lu, Biyong Zhang, Xi Long, Gang Shen
2025 J jnl
Improving central apnea detection in preterm infants: Neural network strategies and clinical impact.
Comput. Methods Programs Biomed.
Gabriele Varisco, Zheng Peng, Hendrik Niemarkt, Peter Andriessen, Carola van Pul, Xi Long
2025 J jnl
Multi-modal multi-task deep neural networks for sleep disordered breathing assessment using cardiac and audio signals.
Int. J. Medical Informatics
Jiali Xie, Pedro Fonseca, Johannes P. van Dijk, Sebastiaan Overeem, Xi Long
2025 J jnl
SSC-SleepNet: A Siamese-Based Automatic Sleep Staging Model With Improved N1 Sleep Detection.
IEEE J. Biomed. Health Informatics
Songlu Lin, Zhihong Wang, Hans Van Gorp, Mengzhu Xu, Merel van Gilst, Sebastiaan Overeem, Jean-Paul Linnartz, Pedro Fonseca, Xi Long
2024 J jnl
A Review on Atrial Fibrillation Detection From Ambulatory ECG.
IEEE Trans. Biomed. Eng.
Caiyun Ma, Zhijun Xiao, Lina Zhao, Shany Biton, Joachim A. Behar, Xi Long, Rik Vullings, Ronald M. Aarts, Jianqing Li, Chengyu Liu
2024 — conf
A Spatiotemporal Deep-Learning Model for Force Estimation From Surface Electromyography.
MeMeA
Pierre-Emmanuel Simon, Elisabetta Peri, Xi Long, Johannes P. van Dijk, Massimo Mischi
2024 J jnl
A customised down-sampling machine learning approach for sepsis prediction.
Int. J. Medical Informatics
Qinhao Wu, Fei Ye, Qianqian Gu, Feng Shao, Xi Long, Zhuozhao Zhan, Junjie Zhang, Jun He, Yangzhou Zhang, Quan Xiao
2024 J jnl
A pretrain-finetune approach for improving model generalizability in outcome prediction of acute respiratory distress syndrome patients.
Int. J. Medical Informatics
Songlu Lin, Meicheng Yang, Chengyu Liu, Zhihong Wang, Xi Long
2024 J jnl
An Atrial Fibrillation Detection Strategy in Dynamic ECGs With Significant Individual Differences.
IEEE Trans. Instrum. Meas.
Caiyun Ma, Xi Long, Weijie Sheng, Rik Vullings, Meicheng Yang, Lina Zhao, Ronald M. Aarts, Jianqing Li, Chengyu Liu
2024 J jnl
BSANet: Boundary-aware and scale-aggregation networks for CMR image segmentation.
Neurocomputing
Dan Zhang, Chenggang Lu, Tao Tan, Behdad Dashtbozorg, Xi Long, Xiayu Xu, Jiong Zhang, Caifeng Shan
2024 J jnl
Continuous Movement Quantification in Preterm Infants Using Fiber Mat: Advancing Long-Term Monitoring in Hospital Settings.
IEEE Trans. Instrum. Meas.
Zheng Peng, Yidan Zhao, Deedee Kommers, Henrie van den Boom, Rong-Hao Liang, Xi Long, Hendrik Niemarkt, Peter Andriessen, Carola van Pul
2024 J jnl
Continuous prediction and clinical alarm management of late-onset sepsis in preterm infants using vital signs from a patient monitor.
Comput. Methods Programs Biomed.
Meicheng Yang, Zheng Peng, Carola van Pul, Peter Andriessen, Kejun Dong, Demi Silvertand, Jianqing Li, Chengyu Liu, Xi Long
2024 — conf
Estimating Respiratory Effort through Diaphragmatic Electromyography on Simulated Airway Obstructions.
MeMeA
Gabriela Gronska, Elisabetta Peri, Xi Long, Fokke van Meulen, Johannes P. van Dijk, Massimo Mischi
2024 — conf
Explainable Machine Learning for Central Apnea Detection in Premature Infants.
MeMeA
Gabriele Varisco, Zheng Peng, Peter Andriessen, Carola van Pul, Xi Long
2024 J jnl
Human Eye Activity Monitoring Using Continuous Wave Doppler Radar: A Feasibility Study.
IEEE Trans. Biomed. Circuits Syst.
Zhijun Xiao, Chenxi Yang, Yumin Li, Yantao Xing, Caiyun Ma, Yuwei Zhang, Xi Long, Jianqing Li, Chengyu Liu
2024 — conf
Movement Quantification in Preterm Infants: Comparing Motion Extraction from ECG Signals and from Pressure Sensitive Fiber Optics Mat.
MeMeA
Giulia Palladino, Zheng Peng, Deedee Kommers, Henrie van den Boom, Oded Raz, Xi Long, Peter Andriessen, Hendrik Niemarkt, Carola van Pul
2024 — conf
Validation of Three Late-Onset Sepsis Prediction Models in Hospitalized Infants.
MeMeA
Zheng Peng, Marit van de Wiel, Hendrik Niemarkt, Xi Long, Peter Andriessen, Carola van Pul
2023 J jnl
A Continuous Late-Onset Sepsis Prediction Algorithm for Preterm Infants Using Multi-Channel Physiological Signals From a Patient Monitor.
IEEE J. Biomed. Health Informatics
Zheng Peng, Gabriele Varisco, Xi Long, Rong-Hao Liang, Deedee Kommers, Ward Cottaar, Peter Andriessen, Carola van Pul
2023 J jnl
Assessment of obstructive sleep apnea severity using audio-based snoring features.
Biomed. Signal Process. Control.
Jiali Xie, Pedro Fonseca, Johannes P. van Dijk, Sebastiaan Overeem, Xi Long
2023 — conf
Deep Learning-Based Signal Quality Assessment in Wearable ECG Monitoring.
CinC
Caiyun Ma, Zhongyu Wang, Lina Zhao, Xi Long, Rik Vullings, Ronald M. Aarts, Jianqing Li, Chengyu Liu
2023 C conf
Improving Video-Based Actigraphy for Sleep Monitoring of Preterm Infants.
HealthCom
Zheng Peng, Dandan Zhang, Carola van Pul, Rong-Hao Liang, Peter Andriessen, Ronald M. Aarts, Xi Long
2023 J jnl
Mask-guided modality difference reduction network for RGB-T semantic segmentation.
Neurocomputing
Wenli Liang, Yuanjian Yang, Fangyu Li, Xi Long, Caifeng Shan
2023 — conf
Removal of electrocardiographic interference and artifacts from diaphragm electromyography.
MeMeA
Gabriela Gronska, Elisabetta Peri, Xi Long, Johannes P. van Dijk, Massimo Mischi
2023 J jnl
Systolic blood pressure estimation using ECG and PPG in patients undergoing surgery.
Biomed. Signal Process. Control.
Shaoxiong Sun, Erik Bresch, Jens Muehlsteff, Lars Schmitt, Xi Long, Rick Bezemer, Igor Paulussen, Gerrit Jan Noordergraaf, Ronald M. Aarts
2023 J jnl
Ultra-Wideband Radar for Simultaneous and Unobtrusive Monitoring of Respiratory and Heart Rates in Early Childhood: A Deep Transfer Learning Approach.
Sensors
Emad Arasteh, Esther S. Veldhoen, Xi Long, Maartje van Poppel, Marjolein van der Linden, Thomas Alderliesten, Joppe Nijman, Robbin de Goederen, Jeroen Dudink
2022 — conf
A Comparison of Video-based Methods for Neonatal Body Motion Detection.
EMBC
Zheng Peng, Dennis van de Sande, Ilde Lorato, Xi Long, Rong-Hao Liang, Peter Andriessen, Ward Cottaar, Sander Stuijk, Carola van Pul
2022 J jnl
A Two-Layer Ensemble Method for Detecting Epileptic Seizures Using a Self-Annotation Bracelet With Motor Sensors.
IEEE Trans. Instrum. Meas.
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
2022 J jnl
Central apnea detection in premature infants using machine learning.
Comput. Methods Programs Biomed.
Gabriele Varisco, Zheng Peng, Deedee Kommers, Zhuozhao Zhan, Ward Cottaar, Peter Andriessen, Xi Long, Carola van Pul
2022 J jnl
Sensing and computing for smart healthcare.
J. Ambient Intell. Smart Environ.
Chen Chen, Caifeng Shan, Ronald M. Aarts, Xi Long
2021 J jnl
A Hybrid DCNN-SVM Model for Classifying Neonatal Sleep and Wake States Based on Facial Expressions in Video.
IEEE J. Biomed. Health Informatics
Muhammad Awais, Xi Long, Bin Yin, Saadullah Farooq Abbasi, Saeed Akbarzadeh, Chunmei Lu, Xinhua Wang, Laishuan Wang, Jiong Zhang, Jeroen Dudink, Wei Chen
2021 J jnl
A deep transfer learning approach for wearable sleep stage classification with photoplethysmography.
npj Digit. Medicine
Mustafa Radha, Pedro Fonseca, Arnaud Moreau, Marco Ross, Andreas Cerny, Peter Anderer, Xi Long, Ronald M. Aarts
2021 J jnl
Audio-based snore detection using deep neural networks.
Comput. Methods Programs Biomed.
Jiali Xie, Xavier L. Aubert, Xi Long, Johannes P. van Dijk, Bruno Arsenali, Pedro Fonseca, Sebastiaan Overeem
2021 — conf
Body Motion Detection in Neonates Based on Motion Artifacts in Physiological Signals from a Clinical Patient Monitor.
EMBC
Zheng Peng, Ilde Lorato, Xi Long, Rong-Hao Liang, Deedee Kommers, Peter Andriessen, Ward Cottaar, Sander Stuijk, Carola van Pul
2021 — conf
Feature selection for unbiased imputation of missing values: A case study in healthcare.
EMBC
Chetanya Puri, Gerben Kooijman, Xi Long, Paul Hamelmann, Sima Asvadi, Bart Vanrumste, Stijn Luca
2021 — conf
Home-based Detection of Epileptic Seizures Using a Bracelet with Motor Sensors.
NER
Chunjiao Dong, Lei Chen, Tianchun Ye, Xi Long, Ronald M. Aarts, Johannes P. van Dijk, Chunheng Shang, Xiwen Liao, Yunfeng Wang
2021 — conf
Listen to the Real Experts: Detecting Need of Caregiver Response in a NICU using Multimodal Monitoring Signals.
ICMI Companion
Laura Cabrera Quiros, Gabriele Varisco, Zhuozhao Zhan, Xi Long, Peter Andriessen, Eduardus J. E. Cottaar, Carola van Pul
2021 — conf
Optimized Detection of Central Apneas Preceding Late-Onset Sepsis in Premature Infants.
EMBC
Gabriele Varisco, Deedee Kommers, Xi Long, Zhuozhao Zhan, Marina-Marinela Nano, Ward Cottaar, Peter Andriessen, Carola van Pul
2021 J jnl
Singular Value Decomposition for Removal of Cardiac Interference from Trunk Electromyogram.
Sensors
Elisabetta Peri, Lin Xu, Christian Ciccarelli, Nele L. Vandenbussche, Hongji Xu, Xi Long, Sebastiaan Overeem, Johannes P. van Dijk, Massimo Mischi
2020 — conf
Automated discomfort detection for premature infants in NICU using time-frequency feature-images and CNNs.
Computer-Aided Diagnosis
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
2020 J jnl
Deep learning approach for ECG-based automatic sleep state classification in preterm infants.
Biomed. Signal Process. Control.
Jan Werth, Mustafa Radha, Peter Andriessen, Ronald M. Aarts, Xi Long
2020 J jnl
EEG-Based Neonatal Sleep-Wake Classification Using Multilayer Perceptron Neural Network.
IEEE Access
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
2020 — conf
Estimation of Heart Rate Directly from ECG Spectrogram in Neonate Intensive Care Units.
EMBC
Laura Cabrera Quiros, Gabriele Varisco, Zhuozhao Zhan, Xi Long, Peter Andriessen, Eduardus J. E. Cottaar, Carola van Pul
2020 — conf
Freezing of gait detection in Parkinson's disease via multimodal analysis of EEG and accelerometer signals.
EMBC
Ying Wang, Floris Beuving, Jorik Nonnekes, Mike X. Cohen, Xi Long, Ronald M. Aarts, Richard van Wezel
2020 J jnl
Novel Framework: Face Feature Selection Algorithm for Neonatal Facial and Related Attributes Recognition.
IEEE Access
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
2020 — conf
Relevance of spectral peaks in electromyographic recordings during force-modulated vibration exercise.
EMBC
Yaodan Xu, Lin Xu, Xi Long, Massimo Mischi
2019 J jnl
A broadband method of quantifying phase synchronization for discriminating seizure EEG signals.
Biomed. Signal Process. Control.
Lei Wang, Xi Long, Ronald M. Aarts, Johannes P. van Dijk, Johan B. A. M. Arends
2019 — conf
An Investigation into Audio Features and DTW Algorithms for Infant Cry Classification.
ICBBE
Xilin Yu, Laishuan Wang, Xian Zhao, Chunmei Lu, Xi Long, Wei Chen
2019 J jnl
EEG-based seizure detection in patients with intellectual disability: Which EEG and clinical factors are important?
Biomed. Signal Process. Control.
Lei Wang, Xi Long, Ronald M. Aarts, Johannes P. van Dijk, Johan B. A. M. Arends
2019 J jnl
Improving sleep/wake classification with recurrence quantification analysis features.
Biomed. Signal Process. Control.
Jerome Rolink, Pedro Fonseca, Xi Long, Steffen Leonhardt
2019 J jnl
Reading Analysis for Barcode Scanner With Interference from LED-Based Lighting.
IEEE Access
Xiong Deng, Jean-Paul M. G. Linnartz, Xi Long, Guofu Zhou
2019 J jnl
Video-Based Actigraphy for Monitoring Wake and Sleep in Healthy Infants: A Laboratory Study.
Sensors
Xi Long, Renée A. Otte, Eric van der Sanden, Jan Werth, Tao Tan
2019 J jnl
Video-based discomfort detection for infants.
Mach. Vis. Appl.
Yue Sun, Caifeng Shan, Tao Tan, Xi Long, Arash Pourtaherian, Svitlana Zinger, Peter H. N. de With
2018 — conf
Adaptive EEG Channel Selection for Nonconvulsive Seizure Analysis.
DSP
Ying Wang, Xi Long, Hans van Dijk, Ronald M. Aarts, Johan B. A. M. Arends
2017 C conf
Actigraphy-based sleep/wake detection for insomniacs.
BSN
Xi Long, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts
2017 J jnl
Cardiorespiratory Sleep Stage Detection Using Conditional Random Fields.
IEEE J. Biomed. Health Informatics
Pedro Fonseca, Niek den Teuling, Xi Long, Ronald M. Aarts
2017 J jnl
Detection of Nocturnal Slow Wave Sleep Based on Cardiorespiratory Activity in Healthy Adults.
IEEE J. Biomed. Health Informatics
Xi Long, Pedro Fonseca, Ronald M. Aarts, Reinder Haakma, Jerome Rolink, Steffen Leonhardt
2017 J jnl
Hybrid Optical Unobtrusive Blood Pressure Measurements.
Sensors
Guangfei Zhang, Caifeng Shan, Ihor Kirenko, Xi Long, Ronald M. Aarts
2017 J jnl
Seizure pattern-specific epileptic epoch detection in patients with intellectual disability.
Biomed. Signal Process. Control.
Lei Wang, Johan B. A. M. Arends, Xi Long, Pierre J. M. Cluitmans, Johannes P. van Dijk
2016 J jnl
Human gender classification: a review.
Int. J. Biom.
Feng Lin, Yingxiao Wu, Yan Zhuang, Xi Long, Wenyao Xu
2016 — conf
Seizure detection using dynamic warping for patients with intellectual disability.
EMBC
Lei Wang, Johan B. A. M. Arends, Xi Long, Yan Wu, Pierre J. M. Cluitmans
2015 J jnl
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.
Xi Long, Reinder Haakma, Tim R. M. Leufkens, Pedro Fonseca, Ronald M. Aarts
2015 — conf
Improving sleep/wake detection via boundary adaptation for respiratory spectral features.
EMBC
Xi Long, Reinder Haakma, Jerome Rolink, Pedro Fonseca, Ronald M. Aarts
2015 J jnl
Recurrence quantification analysis across sleep stages.
Biomed. Signal Process. Control.
Jerome Rolink, Martin Kutz, Pedro Fonseca, Xi Long, Berno J. E. Misgeld, Steffen Leonhardt
2015 — conf
Sleep apnea detection using time-delayed heart rate variability.
EMBC
Marina-Marinela Nano, Xi Long, Jan Werth, Ronald M. Aarts, Richard Heusdens
2014 J jnl
An Active Power-Decoupling Method for Single-Phase AC-DC Converters.
IEEE Trans. Ind. Informatics
Mei Su, Pan Pan, Xi Long, Yao Sun, Jian Yang
2014 J jnl
Analyzing respiratory effort amplitude for automated sleep stage classification.
Biomed. Signal Process. Control.
Xi Long, Jérôme Foussier, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts
2014 — conf
Automatic detection of overnight deep sleep based on heart rate variability: A preliminary study.
EMBC
Xi Long, Pedro Fonseca, Reinder Haakma, Jérôme Foussier, Ronald M. Aarts
2014 J jnl
Sleep and Wake Classification With Actigraphy and Respiratory Effort Using Dynamic Warping.
IEEE J. Biomed. Health Informatics
Xi Long, Pedro Fonseca, Jérôme Foussier, Reinder Haakma, Ronald M. Aarts
2014 J jnl
Spectral Boundary Adaptation on Heart Rate Variability for Sleep and Wake Classification.
Int. J. Artif. Intell. Tools
Xi Long, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts, Jérôme Foussier
2013 — conf
Automatic Feature Selection for Sleep/Wake Classification with Small Data Sets.
BIOINFORMATICS
Jérôme Foussier, Pedro Fonseca, Xi Long, Steffen Leonhardt
2013 — conf
Combining HRV Features for Automatic Arousal Detection.
CinC
Jérôme Foussier, Pedro Fonseca, Xi Long, Berno J. E. Misgeld, Steffen Leonhardt
2013 — conf
On the impact of arousals on the performance of sleep and wake classification using actigraphy.
EMBC
Pedro Fonseca, Xi Long, Jérôme Foussier, Ronald M. Aarts
2013 — conf
Respiration amplitude analysis for REM and NREM sleep classification.
EMBC
Xi Long, Jérôme Foussier, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts
2012 C conf
Time-frequency analysis of heart rate variability for sleep and wake classification.
BIBE
Xi Long, Pedro Fonseca, Reinder Haakma, Ronald M. Aarts, Jérôme Foussier
2012 — conf
Using dynamic time warping for sleep and wake discrimination.
BHI
Xi Long, Pedro Fonseca, Jérôme Foussier, Reinder Haakma, Ronald M. Aarts
2011 — ch.
Predicting Daily Physical Activity in a Lifestyle Intervention Program.
Behaviour Monitoring and Interpretation
Xi Long, Steffen Pauws, Marten Pijl, Joyca Lacroix, Annelies Goris, Ronald M. Aarts
test_files/hello_advanced
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