Liang Zilu 梁滋路

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LIANG ZILU 梁滋路

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Researcher Number	10782807
Other IDs	https://orcid.org/0000-0002-2328-5016
Affiliation (Current)	2025: 京都先端科学大学, 工学部, 准教授 2025: 京都先端科学大学, ナガモリアクチュエータ研究所, 講師
Affiliation (based on the past Project Information) *help	2020 – 2024: 京都先端科学大学, 工学部, 講師 2019: 京都先端科学大学, ナガモリアクチュエータ研究所, 講師 2016 – 2017: 東京大学, 大学院工学系研究科(工学部), 特任助教
Review Section/Research Field	Principal Investigator Basic Section 59040:Nutrition science and health science-related / Applied health science Except Principal Investigator Basic Section 09070:Educational technology-related
Keywords	Principal Investigator personal informatics / ubiquitous computing / wearable computing / sleep / chaos theory / mHealth / digital health / oximeter / multiscale entropy / machine learning … More / ensemble learning / SpO2 / sleep apnea / fNIR / neuroimaging / brain imaging / stress / fNIRS / wearable fitness tracker / health / wearables / 睡眠 / quantified self / wearable / EEG / Fitbit / HCI / Health informatics / Quantified Self / Wearable computing / Personal informatics / Sleep … More Except Principal Investigator 防災教育 / 生体情報 / 避難訓練 / メタバース / XR Less

XR-based Evacuation Training Systems with Close Link Between Real and Virtual Environments
- Principal Investigator
  
  光原弘幸
- Project Period (FY)
  2023 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 09070:Educational technology-related
- Research Institution
  The University of Tokushima
New ubiquitous computing system uniting chaos theory and data science for sleep apnea hypopnea syndrome (SAHS) screening with wearable devicesPrincipal Investigator
- Principal Investigator
  
  梁滋路
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 59040:Nutrition science and health science-related
- Research Institution
  Kyoto University of Advanced Science
Where is stressed processed in brain during sleep? -- A Neuroimaging study into stress-related abnormalities in brain activity during sleepPrincipal Investigator
- Principal Investigator
  
  LIANG ZILU
- Project Period (FY)
  2019 – 2020
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 59040:Nutrition science and health science-related
- Research Institution
  Kyoto University of Advanced Science
Research and Development of a Novel Approach for Accurate Personal Sleep TrackingPrincipal Investigator
- Principal Investigator
  
  LIANG ZILU
- Project Period (FY)
  2016 – 2017
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Research Field
  
  Applied health science
- Research Institution
  The University of Tokyo

All 2023 2022 2021 2020 2019 2018 2017 2016

All Journal Article Presentation

[Journal Article] Novel method combining multiscale attention entropy of overnight blood oxygen level and machine learning for easy sleep apnea screening2023
- Author(s)
  Liang Z
- Journal Title
  
  DIGITAL HEALTH
  
  Volume: 9 Pages: 1-19
- DOI
  10.1177/20552076231211550
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K17670
[Journal Article] Multiscale Attention Entropy (MSAE) of Overnight Pulse Oximetry for Assessing Sleep Apnea2023
- Author(s)
  Liang Z
- Journal Title
  
  In Proceedings of the 7th International Conference on Medical and Health Informatics (ICMHI '23)
  
  Volume: 0 Pages: 77-80
- DOI
  10.1145/3608298.3608314
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K17670
[Journal Article] Effect of Decision Boundary for Logistic Regression Classifiers on Sleep Apnea Screening Accuracy with Wearable SpO2 Data2023
- Author(s)
  Liang Z
- Journal Title
  
  In Proceedings of the14th International Conference on Mobile Computing and Ubiquitous Networking (ICMU 2023)
  
  Volume: 0 Pages: 1-4
- DOI
  10.23919/icmu58504.2023.10412217
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K17670
[Journal Article] Developing Sleep Apnea Screening Models Compatible with Low-Resolution SpO2 Data2023
- Author(s)
  Liang Z
- Journal Title
  
  In Proceedings of 2023 IEEE 12th Global Conference on Consumer Electronics (GCCE 2023)
  
  Volume: 0 Pages: 330-331
- DOI
  10.1109/gcce59613.2023.10315249
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K17670
[Journal Article] Developing a Cross-Platform Application for Integrating Real-time Time-series Data from Multiple Wearable Sensors2023
- Author(s)
  Sirithummarak P, Liang Z
- Journal Title
  
  Engineering Proceedings
  
  Volume: 58 Pages: 1-4
- DOI
  10.3390/ecsa-10-16185
- Open Access
- Data Source
  KAKENHI-PROJECT-21K17670
[Journal Article] Knowledge Discovery in Ubiquitous and Personal Sleep Tracking: Scoping Review2023
- Author(s)
  Hoang NH, Liang Z
- Journal Title
  
  JMIR Mhealth Uhealth
  
  Volume: 11 Pages: 1-17
- DOI
  10.2196/42750
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K17670
[Journal Article] Developing and Validating Ensemble Classifiers for At-Home Sleep Apnea Screening2023
- Author(s)
  Liang Z
- Journal Title
  
  Engineering Proceedings
  
  Volume: 58 Pages: 1-4
- DOI
  10.3390/ecsa-10-16184
- Open Access
- Data Source
  KAKENHI-PROJECT-21K17670
[Journal Article] Mining Contrast Rules in a Sleep Apnea Dataset2023
- Author(s)
  Jayen H, Lukovnikova A, Nhung HH, Liang Z
- Journal Title
  
  In Proceedings of 2023 IEEE 12th Global Conference on Consumer Electronics (GCCE 2023)
  
  Volume: 0 Pages: 1057-1060
- DOI
  10.1109/gcce59613.2023.10315646
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17670
[Journal Article] What’s keeping teens up at night? Reflecting on sleep and technology habits with teens2023
- Author(s)
  Ploderer B, Rodgers S, Liang Z
- Journal Title
  
  Personal and Ubiquitous Computing
  
  Volume: 27 Issue: 2 Pages: 249-270
- DOI
  10.1007/s00779-021-01661-x
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17670
[Journal Article] Association Rules Mining on Multimodal Quantified-Self Data2022
- Author(s)
  Liang Zilu
- Journal Title
  
  Proceedings of 2021 International Seminar on Machine Learning, Optimization, and Data Science (ISMODE)
  
  Volume: 2022 Pages: 342-346
- DOI
  10.1109/ismode53584.2022.9742965
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K17670
[Journal Article] Mining associations between glycemic variability in awake-time and in-sleep among non-diabetic adults2022
- Author(s)
  Liang Zilu
- Journal Title
  
  Frontiers in Medical Technology
  
  Volume: 4 Pages: 1026830-1026830
- DOI
  10.3389/fmedt.2022.1026830
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K17670
[Journal Article] Correlation Analysis of Nested Consumer Health Data: A New Look at an Old Problem2022
- Author(s)
  Liang Zilu
- Journal Title
  
  Proceedings of 2022 IEEE 4th Global Conference on Life Sciences and Technologies (LifeTech)
  
  Volume: 2022 Pages: 46-47
- DOI
  10.1109/lifetech53646.2022.9754805
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K17670
[Journal Article] Context-aware sleep health recommender systems (CASHRS): a narrative review2022
- Author(s)
  Liang Zilu
- Journal Title
  
  Electronics
  
  Volume: 11 Issue: 20 Pages: 3384-3384
- DOI
  10.3390/electronics11203384
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K17670
[Journal Article] Context-aware Sleep Analysis with Intraday Steps and Heart Rate Time Series Data from Consumer Activity Trackers2022
- Author(s)
  Liang Zilu、Nhung Huyen、Bertrand Lauriane、Cleyet-Marrel Nathan
- Journal Title
  
  Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies - HEALTHINF
  
  Volume: 2022 Pages: 170-179
- DOI
  10.5220/0010892900003123
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17670
[Journal Article] Not Just a Matter of Accuracy: A fNIRS Pilot Study into Discrepancy Between Sleep Data and Subjective Sleep Experience in Quantified-Self Sleep Tracking2022
- Author(s)
  Liang Zilu
- Journal Title
  
  Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
  
  Volume: 432 Pages: 74-87
- DOI
  10.1007/978-3-030-99197-5_7
- ISBN
  9783030991968, 9783030991975
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K17670
[Journal Article] An N-of-1 Investigation into Stress-Related Hemodynamics in the Prefrontal Cortex During the First Sleep Cycle2021
- Author(s)
  Liang Zilu
- Journal Title
  
  Proceedings of 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
  
  Volume: 2021 Pages: 1192-1197
- DOI
  10.1109/smc52423.2021.9659157
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K17670
[Journal Article] Investigating the Effect of Feature Distribution Shift on the Performance of Sleep Stage Classification with Consumer Sleep Trackers2021
- Author(s)
  Sirithummarak Pataranit、Liang Zilu
- Journal Title
  
  Proceedings of 2021 IEEE 10th Global Conference on Consumer Electronics (GCCE)
  
  Volume: 2021 Pages: 242-243
- DOI
  10.1109/gcce53005.2021.9621361
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K17670
[Journal Article] Recognizing eating activities in free-living environment using consumer wearable devices2021
- Author(s)
  Bertrand L, Cleyet-Marrel N, Liang Z
- Journal Title
  
  Proceedings of The 8th International Symposium on Sensor Science
  
  Volume: 1 Pages: 1-5
- DOI
  10.3390/i3s2021dresden-10141
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20141, KAKENHI-PROJECT-21K17670
[Journal Article] A Multi-level Classification Approach for Sleep Stage Prediction with Processed Data Derived from Consumer Wearable Activity Trackers2021
- Author(s)
  Liang Z, Chapa-Martell MA
- Journal Title
  
  Frontiers in Digital Health
  
  Volume: 3 Pages: 665946-665946
- DOI
  10.3389/fdgth.2021.665946
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K20141, KAKENHI-PROJECT-21K17670
[Journal Article] What Does Sleeping Brain Tell About Stress? A Pilot Functional Near-Infrared Spectroscopy Study Into Stress-Related Cortical Hemodynamic Features During Sleep2021
- Author(s)
  Liang Zilu
- Journal Title
  
  Frontiers in Computer Science
  
  Volume: 3 Pages: 1-15
- DOI
  10.3389/fcomp.2021.774949
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K17670
[Journal Article] Validation of Omron Wearable Blood Pressure Monitor HeartGuideTM in Free-Living Environments2021
- Author(s)
  Liang Z, Chapa-Martell MA
- Journal Title
  
  Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
  
  Volume: 362 Pages: 339-350
- DOI
  10.1007/978-3-030-70569-5_22
- ISBN
  9783030705688, 9783030705695
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K20141
[Journal Article] An N-of-1 Investigation into Stress Related Hemodynamic Response s in the Prefrontal Cortex During the First Sleep Cycle2021
- Author(s)
  Liang Z
- Journal Title
  
  Proceedings of the IEEE International Conference on Systems, Man and Cybernetics
  
  Volume: 0
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K20141
[Journal Article] The Role of Continuous Glucose Monitoring in Automatic Detection of Eating Activities2021
- Author(s)
  Bertrand L, Cleyet-Marrel N, Liang Z
- Journal Title
  
  Proceedings of The 2021 IEEE 3rd Global Conference on Life Sciences and Technologies (LifeTech)
  
  Volume: 1 Pages: 313-314
- DOI
  10.1109/lifetech52111.2021.9391849
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20141
[Journal Article] Developing mHealth App for Tracking Academic Stress and Physiological Reactions to Stress2020
- Author(s)
  Liang Z, Oraphan T, Egholm AL
- Journal Title
  
  Proceedings of The IEEE 2nd Global Conference on Life Sciences and Technologies (LifeTech)
  
  Volume: 0 Pages: 147-150
- DOI
  10.1109/lifetech48969.2020.1570618580
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20141
[Journal Article] How Does Fitbit Measure Brainwaves2020
- Author(s)
  Liang Zilu、Ploderer Bernd
- Journal Title
  
  Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
  
  Volume: 4 Issue: 1 Pages: 1-29
- DOI
  10.1145/3380994
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20141
[Journal Article] A Quantified-Self Framework for Exploring and Enhancing Personal Productivity2019
- Author(s)
  White Gary、Liang Zilu、Clarke Siobhan
- Journal Title
  
  Proceedings of The IEEE International Conference on Content-Based Multimedia Indexing (CBMI)
  
  Volume: 0 Pages: 1-6
- DOI
  10.1109/cbmi.2019.8877475
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20141
[Journal Article] Combining Numerical and Visual Approaches in Validating Sleep Data Quality of Consumer Wearable Wristbands2019
- Author(s)
  Liang Zilu、Martell Mario Alberto Chapa
- Journal Title
  
  Proceedings of 2019 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)
  
  Volume: 0 Pages: 777-782
- DOI
  10.1109/percomw.2019.8730805
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K20141
[Journal Article] Accuracy of Fitbit Wristbands in Measuring Sleep Stage Transitions and the Effect of User-Specific Factors2019
- Author(s)
  Liang Zilu、Chapa-Martell Mario Alberto
- Journal Title
  
  JMIR mHealth and uHealth
  
  Volume: 7 Issue: 6 Pages: e13384-e13384
- DOI
  10.2196/13384
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K20141
[Journal Article] Achieving Accurate Ubiquitous Sleep Sensing with Consumer Wearable Activity Wristbands Using Multi-class Imbalanced Classification2019
- Author(s)
  Liang Zilu、Chapa Martell Mario Alberto
- Journal Title
  
  Proceedings of The IEEE International Conference on Pervasive Intelligence and Computing (PICOM)
  
  Volume: 0 Pages: 768-775
- DOI
  10.1109/dasc/picom/cbdcom/cyberscitech.2019.00143
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K20141
[Journal Article] Combining Resampling and Machine Learning to Improve Sleep-Wake Detection of Fitbit Wristbands2019
- Author(s)
  Liang Zilu、Chapa-Martell Mario Alberto
- Journal Title
  
  Proceedings of The IEEE International Conference on Healthcare Informatics (ICHI)
  
  Volume: 0 Pages: 1-3
- DOI
  10.1109/ichi.2019.8904753
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K20141
[Journal Article] Validity of Consumer Activity Wristbands and Wearable EEG for Measuring Overall Sleep Parameters and Sleep Structure in Free-Living Conditions2018
- Author(s)
  Zilu Liang, Mario Alberto Chapa Martell
- Journal Title
  
  Journal of Healthcare Informatics
  
  Volume: In Press Issue: 1-2 Pages: 152-178
- DOI
  10.1007/s41666-018-0013-1
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H07469
[Journal Article] Designing Intelligent Sleep Analysis Systems for Automated Contextual Exploration on Personal Sleep-Tracking Data2017
- Author(s)
  Zilu Liang, Wanyu Liu, Bernd Ploderer, James Bailey, Lars Kulik, Yuxuan Li
- Journal Title
  
  New Frontiers in Artificial Intelligence
  
  Volume: 10091 Pages: 367-379
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H07469
[Journal Article] SleepExplorer: a visualization tool to make sense of correlations between personal sleep data and contextual factors2016
- Author(s)
  Zilu Liang, Bernd Ploderer, Wanyu Liu, Yukiko Nagata, James Bailey, Lars Kulik, Yuxuan Li
- Journal Title
  
  Personal and Ubiquitous Computing
  
  Volume: 20 Issue: 6 Pages: 985-1000
- DOI
  10.1007/s00779-016-0960-6
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H07469
[Presentation] A Pilot Study into the Feasibility of Utilizing Contagious Yawning to improve Sleep Quality2023
- Author(s)
  Khotchasing K, Liang Z
- Organizer
  The 4th Sleep Congress of Asian Society of Sleep (ASSM 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17670
[Presentation] Beyond Statistical Analysis: Identifying Meaningful Patterns in Sleep Apnea Dataset using Contrast Set Mining2023
- Author(s)
  Nhung HH, Jayen H, Lukovnikova A, Liang Z
- Organizer
  The 48th Annual Meeting of Japanese Society of Sleep Research (JSSR 2023)
- Data Source
  KAKENHI-PROJECT-21K17670
[Presentation] Design and Development of Gamification mHealth Application for Sleep Hygiene Intervention2023
- Author(s)
  Khotchasing K, Nhung HH, Liang Z
- Organizer
  The 48th Annual Meeting of Japanese Society of Sleep Research (JSSR 2023)
- Data Source
  KAKENHI-PROJECT-21K17670
[Presentation] FunAlarm: Gamification-Based Smartphone Alarm Application for Reducing Wakeup Delay2023
- Author(s)
  Liang Z, Yahya KN, Setiawan EN, Kasan JA, Firdauzi MO
- Organizer
  The 4th Sleep Congress of Asian Society of Sleep (ASSM 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17670
[Presentation] Shallow and Deep Learning Models for Detecting Apnea Events in Stroke Patients2023
- Author(s)
  Hoang HN, Liang Z
- Organizer
  The 4th Sleep Congress of Asian Society of Sleep (ASSM 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17670
[Presentation] Ubiquitous and personal computing for health and wellbeing2023
- Author(s)
  Zilu Liang
- Organizer
  International Seminar on Seminar on Machine Learning, Optimization, and Data Science
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17670
[Presentation] Contrast set mining for actionable insights into associations between sleep and glucose in a normoglycemic population2023
- Author(s)
  Nhung Hoang, Liang Zilu
- Organizer
  Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2023) - HEALTHINF
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17670
[Presentation] Investigating Subjective-Objective Sleep Discrepancy with Consumer Sleep Tracking and Wearable fNIRS Technologies2023
- Author(s)
  Liang Z, Saskovets M
- Organizer
  The 2023 International Artinis (f)NIRS Symposium
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17670
[Presentation] Machine Learning based Sleep Apnea Screening with Overnight SpO2 Recordings2023
- Author(s)
  Liang Z
- Organizer
  The 48th Annual Meeting of Japanese Society of Sleep Research (JSSR 2023)
- Data Source
  KAKENHI-PROJECT-21K17670
[Presentation] Developing a Cross-Platform Application for Health Data Integration from Multiple Wearable Sensors2023
- Author(s)
  Sirithummarak P, Liang Z
- Organizer
  IEICE Society Conference 2023
- Data Source
  KAKENHI-PROJECT-21K17670
[Presentation] Identifying patterns in continuous glucose monitoring data using contrast set mining2023
- Author(s)
  Zilu Liang, Nhung Huyen Hoang
- Organizer
  IEICE General Conference 2023
- Data Source
  KAKENHI-PROJECT-21K17670
[Presentation] Machine learning and data mining in consumer health informatic2022
- Author(s)
  Zilu Liang
- Organizer
  2021 International Seminar on Machine Learning, Optimization, and Data Science (ISMODE)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17670
[Presentation] Mining associations between Fitbit measured sleep structure and subsequent daytime glycemia patterns2022
- Author(s)
  Zilu Liang
- Organizer
  The 47th Annual Meeting of Japanese Society of Sleep Research (JSSR)
- Data Source
  KAKENHI-PROJECT-21K17670
[Presentation] Self-rated sleep quality is associated with hemodynamics in prefrontal cortex in the first sleep cycle2021
- Author(s)
  Zilu Liang
- Organizer
  The 3rd Congress of Asian Society of Sleep Medicine
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K17670
[Presentation] Mobile and Wearable Computing for Studying Human Physiology and Behavior in the Wild2021
- Author(s)
  Zilu Liang
- Organizer
  AIST Human Augmentation Research Center Seminar
- Invited
- Data Source
  KAKENHI-PROJECT-21K17670
[Presentation] Effect of feature distribution shift on sleep-wake classification with Apple watch2021
- Author(s)
  Sirithummarak Pataranit、Liang Zilu
- Organizer
  The 2021 IEICE Society Conference
- Data Source
  KAKENHI-PROJECT-21K17670
[Presentation] Association between bedtime stress level and hemodynamics in prefrontal cortex during sleep2021
- Author(s)
  Zilu Liang
- Organizer
  The 46th Annual Meeting of Japanese Society of Sleep Research
- Data Source
  KAKENHI-PROJECT-21K17670
[Presentation] Self-rated sleep quality is associated with hemodynamics in prefrontal cortex in the first sleep cycle2021
- Author(s)
  Liang Z
- Organizer
  The 3rd Congress of Asian Society of Sleep Medicine (ASSM)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20141
[Presentation] Association between bedtime stress level and hemodynamics in prefrontal cortex during sleep2021
- Author(s)
  Liang Z
- Organizer
  日本睡眠学会第46回定期学術集会
- Data Source
  KAKENHI-PROJECT-19K20141
[Presentation] A two-stage imbalanced learning method to sleep stage classification using consumer activity trackers2020
- Author(s)
  Liang Z, Chapa-Martell MA
- Organizer
  The 13th International Conference on Health Informatics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20141
[Presentation] A two-stage imbalanced learning method to sleep stage classification using consumer activity trackers2020
- Author(s)
  Liang Zilu、Chapa Martell Mario Alberto
- Organizer
  The 13th International Conference on Health Informatics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20141
[Presentation] Towards automatic analysis of relationship between perceived stress and physical activity with self-tracking technologies2020
- Author(s)
  Liang Z, Egholm AL, Oraphan T
- Organizer
  IEICE General Conference
- Data Source
  KAKENHI-PROJECT-19K20141
[Presentation] Leveraging consumer activity trackers for sleep stage prediction2020
- Author(s)
  Liang Z, Chapa-Martell MA
- Organizer
  The 82th National Convention of the Information Processing Society of Japan
- Data Source
  KAKENHI-PROJECT-19K20141
[Presentation] Towards automatic analysis of relationship between perceived stress and physical activity with self-tracking technologies2020
- Author(s)
  Liang Zilu、Andersen Lys Egholm、Tatha Oraphan
- Organizer
  IEICE General Conference 2020
- Data Source
  KAKENHI-PROJECT-19K20141
[Presentation] Leveraging consumer activity trackers for sleep stage prediction2020
- Author(s)
  Liang Zilu、Chapa Martell Mario Alberto
- Organizer
  The 82th National Convention of the Information Processing Society of Japan
- Data Source
  KAKENHI-PROJECT-19K20141
[Presentation] Moving beyond statistical analysis: applying association rule mining to discovering correlations between daily behavioral rhythm and sleep quality2019
- Author(s)
  Liang Zilu、Chapa Martell Mario Alberto
- Organizer
  The 26th Annual Meeting of the Japanese Society for Chronobiology
- Data Source
  KAKENHI-PROJECT-19K20141
[Presentation] Predicting medical-grade sleep/wake classification from Fitbit data using tree-based machine learning2019
- Author(s)
  Liang Zilu、Chapa Martell Mario Alberto
- Organizer
  IPSJ SIG Technical Report
- Data Source
  KAKENHI-PROJECT-19K20141
[Presentation] Mining association rules in quantified self data for better sleep and productivity2019
- Author(s)
  Liang Zilu、White Grey、Clarke Siobhan、Chapa Martell Mario Alberto
- Organizer
  IEICE Society Conference
- Data Source
  KAKENHI-PROJECT-19K20141
[Presentation] Measurement accuracy of consumer sleep tracking wristbands is associated to user-specific factors2019
- Author(s)
  Liang Zilu、Chapa Martell Mario Alberto
- Organizer
  The 74th Annual Meeting of the Japanese Society of Physical Fitness and Sports Medicine
- Data Source
  KAKENHI-PROJECT-19K20141
[Presentation] A web application for analyzing stress association factors among students.2018
- Author(s)
  Lys Egholm-Andersen, Zilu Liang, Kumiko Morimura
- Organizer
  IEICE General Conference
- Data Source
  KAKENHI-PROJECT-16H07469
[Presentation] Wearable EEG v.s. wristband: which is more accurate for sleep tracking under free living conditions?2017
- Author(s)
  Zilu Liang, Mario Alberto Chapa Martell
- Organizer
  The 39th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC'17)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H07469
[Presentation] Paradox in validating consumer wearable activity trackers on measuring sleep quality2017
- Author(s)
  Zilu Liang, Mario Alberto Chapa Martell
- Organizer
  The 16th Forum on Information Technology
- Data Source
  KAKENHI-PROJECT-16H07469
[Presentation] Inter-Individual Differences in Sleep Quality: Insights from Mining Wearable Sleep-Tracking Data2017
- Author(s)
  Zilu Liang, Mario Alberto Chapa-Martell, Bernd Ploderer
- Organizer
  Information Processing Society of Japan
- Place of Presentation
  The Univerisity of Tokyo, Tokyo, Japan
- Year and Date
  2017-03-09
- Data Source
  KAKENHI-PROJECT-16H07469
[Presentation] Considering interpersonal differences in validating wearable sleep-tracking technologies2017
- Author(s)
  Zilu Liang, Mario Alberto Chapa Martell
- Organizer
  The 10th International Conference on Mobile Computing and Ubiquitous Networking
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H07469
[Presentation] Are Wearable EEG Devices More Accurate than Fitness Wristbands for Home Sleep Tracking? Comparison of Consumer Sleep Trackers with Clinical Devices2017
- Author(s)
  Zilu Liang, Mario Alberto Chapa Martell
- Organizer
  IEEE 6th Global Conference on Consumer Electronics (GCCE 2017)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H07469
[Presentation] Comparison of commercial wearable sleep trackers to subjective sleep quality.2017
- Author(s)
  Zilu Liang
- Organizer
  The 42th Annual Meeting of Japanese Society of Sleep Research
- Data Source
  KAKENHI-PROJECT-16H07469
[Presentation] Mining Wearable Sleep Data for Detecting Unusual Sleep2017
- Author(s)
  Zilu Liang, Mario Alberto Chapa-Martell
- Organizer
  The Institute of Electronics, Information and Communication Engineers
- Place of Presentation
  Mejo University, Nagoya, Japan
- Year and Date
  2017-03-22
- Data Source
  KAKENHI-PROJECT-16H07469
[Presentation] Is Fitbit Fit for Sleep-Tracking? Sources of Measurement Errors and Proposed Countermeasures2017
- Author(s)
  Zilu Liang, Bernd Ploderer, Mario Alberto Chapa-Martell
- Organizer
  The 11th EAI International Conference on Pervasive Computing Technologies for Healthcare
- Place of Presentation
  Barcelona, Spain
- Year and Date
  2017-05-23
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H07469
[Presentation] SleepBeta: engaging adolescents and their parents with sleep data2017
- Author(s)
  Bernd Ploderer, D Vyas, S Nolan, C Happer, T Cunningham, Zilu Liang
- Organizer
  The ACM CHI Conference on Human Factors in Computing Systems
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H07469
[Presentation] A Personalized Approach for Detecting Unusual Sleep from Time Series Sleep-Tracking Data2016
- Author(s)
  Zilu Liang, Mario Alberto Chapa Martell, Takuichi Nishimura
- Organizer
  2016 IEEE International Conference Healthcare Informatics (ICHI)
- Place of Presentation
  Chicago, USA
- Year and Date
  2016-10-04
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H07469
[Presentation] Sleep tracking in the real world: a qualitative study into barriers for improving sleep2016
- Author(s)
  Zilu Liang, Bernd Ploderer
- Organizer
  the 28th Australian Conference on Computer-Human Interaction
- Place of Presentation
  Tasmania, Australia
- Year and Date
  2016-11-29
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H07469
[Presentation] Mining hidden correlations between sleep and lifestyle factors from quantified-self data2016
- Author(s)
  Zilu Liang, Mario Alberto Chapa Martell, Takuichi Nishimura
- Organizer
  the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing
- Place of Presentation
  Heiderberg, Germany
- Year and Date
  2016-09-12
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H07469
[Presentation] Nurturing wearable and mHealth technologies for self-care: Mindset, tool set and skill set2016
- Author(s)
  Zilu Liang, Yukiko Nagata, Mario Alberto Chapa Martell, Takuichi Nishimura
- Organizer
  2016 IEEE 18th International Conference on e-Health Networking, Applications and Services (Healthcom)
- Place of Presentation
  Munich, Germany
- Year and Date
  2016-09-14
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H07469

1. 光原弘幸 (90363134)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
2. 畠山久 (20725882)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 城戸楓 (40749256)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Liang Zilu 梁 滋路

LIANG ZILU 梁 滋路

Research Projects

Research Products

Co-Researchers

XR-based Evacuation Training Systems with Close Link Between Real and Virtual Environments

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New ubiquitous computing system uniting chaos theory and data science for sleep apnea hypopnea syndrome (SAHS) screening with wearable devicesPrincipal Investigator

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Where is stressed processed in brain during sleep? -- A Neuroimaging study into stress-related abnormalities in brain activity during sleepPrincipal Investigator

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Research and Development of a Novel Approach for Accurate Personal Sleep TrackingPrincipal Investigator

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[Journal Article] Novel method combining multiscale attention entropy of overnight blood oxygen level and machine learning for easy sleep apnea screening2023

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[Journal Article] Multiscale Attention Entropy (MSAE) of Overnight Pulse Oximetry for Assessing Sleep Apnea2023

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[Journal Article] Effect of Decision Boundary for Logistic Regression Classifiers on Sleep Apnea Screening Accuracy with Wearable SpO2 Data2023

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[Journal Article] Developing Sleep Apnea Screening Models Compatible with Low-Resolution SpO2 Data2023

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[Journal Article] Developing a Cross-Platform Application for Integrating Real-time Time-series Data from Multiple Wearable Sensors2023

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[Journal Article] Knowledge Discovery in Ubiquitous and Personal Sleep Tracking: Scoping Review2023

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[Journal Article] Developing and Validating Ensemble Classifiers for At-Home Sleep Apnea Screening2023

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[Journal Article] Mining Contrast Rules in a Sleep Apnea Dataset2023

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[Journal Article] What’s keeping teens up at night? Reflecting on sleep and technology habits with teens2023

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[Journal Article] Association Rules Mining on Multimodal Quantified-Self Data2022

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[Journal Article] Mining associations between glycemic variability in awake-time and in-sleep among non-diabetic adults2022

Liang Zilu 梁滋路

LIANG ZILU 梁滋路