Academic Outcomes

Journal Papers

Preprint/under review

1. Neural Synchrony in Collaborative Navigation: Leader-Follower Couplings Revealed by EEG Hyperscanning (under review)

2. Atypical brain connectivity and complexity following a sustained peer-cooperative task in young children with autistic traits - a multivariate EEG analysis (under review).

3. Noisy Label-Resilient Motor Imagery Brain-Computer Interface for Diagnosing Developmental Coordination Disorder in Children (under review).

4. Frontal Electroencephalography Asymmetry and Desynchronized Functional Connectivity Associated with Long-Term and Short-Term Breathing Training (under review).

5. Decoding Neural Synchrony in Student Dyads during Remote Collaborative Problem Solving via Hyperscanning EEG (under review).

published/accepted

1. CH Chuang*, LF Gong, SJ Wang, KL Lai, REAL: Robust EEG Analysis and Labeling for Chronic Migraine Patients Amidst Label Noises, IEEE Transactions on Biomedical Engineering, 2025. 10.1109/TBME.2025.3613393

2. IC Chen, HC Hsu, CL Chen, MH Chang, CS Wei, CH Chuang*, Interbrain Synchrony Attenuation during a Peer Cooperative Task in Young Children with Autistic Traits – an EEG Hyperscanning Study, NeuroImage, 2025. https://doi.org/10.1016/j.neuroimage.2025.121217

3. CH Chuang*, KY Chang, CS Hung, AM Bessas, ART: Artifact Removal Transformer for Reconstructing Noise-Free Multichannel Electroencephalographic Signals, NeuroImage, 2025. https://doi.org/10.1016/j.neuroimage.2025.121123

4. CH Chuang*, SX Fang, CS Huang, W Ding, InfoFlowNet: A Multi-head Attention-based Self-supervised Learning Model with Surrogate Approach for Uncovering Brain Effective Connectivity, Engineering Applications of Artificial Intelligence, 138 (Part A), 2024. https://doi.org/10.1016/j.engappai.2024.109347, SCIE

5. HY H Ng, CW Wu, HC Hsu, CM Huang, AL Hsu, YP Chao, TP Jung, CH Chuang*, Neurological Evidence of Diverse Self-Help Breathing Trainings with Virtual Reality and Bio-Feedback Assistance: An Extensive Exploration of EEG Markers, JMIR Formative Research, 2024, ESCI

6. YT Tseng, YW Chen, YH Lin, CL Tsai, CH Chuang, Cortical brain potentials in response to lower limb proprioceptive stimuli in young adults with a probable developmental coordination disorder, Brain and Cognition, SCIE

7. AL Hsu, CY Wu, HY H Ng, CH Chuang, CM Hung, C Wu, YP Chao, Classification of Mindfulness Experiences from Gamma-band Effective Connectivity: Application of Machine-Learning Algorithms on Resting, Breathing, and Body Scan, Computer Methods and Programs in Biomedicine, 2024., SCIE

8. Wang, Z.J., Lee, H.-C., Chuang, C.-H., Hsiao, F.-C., Lee, S.-H., Hsu, A.-L., Wu, C.W., Traces of EEG-fMRI Coupling Reveals Neurovascular Dynamics on Sleep Inertia, Scientific Reports, 2024, SCIE

9. CH* Chuang, TF Chiu, HC Hsu, SS Lin, Coupling mobile brain imaging and virtual reality omnidirectional treadmill to explore attenuated situational awareness during distracted walking, IEEE Transactions on Cognitive and Developmental Systems, 2024. https://doi.org/10.1109/tcds.2023.3323779, SCIE

10. CH Chuang, KL Lai, JY Li, JT King, WT Chen, SP Chen, YF Wang, HY Liu, FJ Hsiao, LL Pan, SJ Wang, Abnormal Heart Rate Variability and Its Application in Predicting Treatment Efficacy in Patients with Chronic Migraine: An Exploratory Study, Cephalalgia, 43(10), 2023. https://doi.org/10.1177/03331024231206781, SCIE

11. CH Chuang* and HC Hsu, Pseudo–Mutual Gazing Enhances Interbrain Synchrony During Remote Joint Attention Tasking, Brain and Behavior, 13 (10), 2023. https://doi.org/10.1002/brb3.3181, SCIE

12. SF Guu, YP Chao, FY Huang, YT Jeng, HH NG, CF Hsu, CH Chuang, CM Huang, CW Wu, Interoceptive Awareness: MBSR Training Alters Information Processing of Salience Network, Frontiers in Behavioral Neuroscience, 17:1008086, 2023.  https://doi.org/10.3389/fnbeh.2023.1008086, SCIE

13. HY Hydra Ng, C W. Wu, FY Huang, CM Huang, CF Hsu, YP Chao, TP Jung, CH Chuang*, Enhanced Electroencephalography Effective Connectivity in Frontal Low-Gamma Band Correlates of Emotional Regulation after Mindfulness Training, Journal of Neuroscience Research, 2023. https://doi.org/10.1002/jnr.25168, SCIE

14. CH Chuang*, KY Chang, CS Huang, TP Jung. IC-U-Net: A U-Net based Denoising Autoencoders using Mixtures of Independent Components for Automatic EEG Artifact Removal, NeuroImage, 263, 2022. https://doi.org/10.1016/j.neuroimage.2022.119586

15. CH Chuang*, SW Lu, YP Chao, PH Peng, HC Hsu, CC Hung, CL Chang, TP Jung, Near-zero phase-lag hyperscanning in a novel wireless EEG system. Journal of Neural Engineering, 18 (066010), 2021. https://doi.org/10.1088/1741-2552/ac33e6.

16. HY Hydra Ng, C W. Wu, FY Huang, YT Cheng, SF Guu, CM Huang, CF Hsu, YP Chao, TP Jung, CH Chuang*, Mindfulness Training Alters Resting-State EEG Dynamics in Novice Practitioners via Mindful Breathing and Body-scan, Frontiers in Psychology 2021, 12(748584). doi: 10.3389/fpsyg.2021.748584.

17. CT Lin, CH Chuang*, YC Hung, CN Fang, D Wu, YK Wang, A driving performance forecasting system based on brain dynamic state analysis using 4-D convolutional neural networks, IEEE Transactions on Cybernetics, 2021, 51(10), 4959-4967, doi: https://doi.org/10.1109/TCYB.2020.3010805. IF: 11.448, SCIE

18. CT Lin, JT King, CH Chuang, W Ding, WY Chuang, LD Liao, & YK Wang, ‘Exploring the brain responses to driving fatigue through simultaneous EEG and fNIRS measurement’, International Journal of Neural Systems, 2020, 30(1) doi: https://doi.org/10.1142/S0129065719500187. IF: 8.0, SCIE

19. Z Cao, CH Chuang, JT King, & CT Lin, 'Multi-channel EEG recordings during a sustained-attention driving task', Scientific Data, 6(19), 2019. doi: https://doi.org/10.1038/s41597-019-0027-4. IF: 8.5, SCIE

20. TN Do, CH Chuang, SJ Hsiao, CT Lin, YK Wang, ‘Neural comodulation of independent brain processes related to multitasking’, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2019, 27(6), 1160-1169. IF: 4.9, SCIE

21. KC Huang, CH Chuang, YK Wang, CY Hsieh, JT King,& CT Lin, 'The effects of different fatigue levels on brain–behavior relationships in driving'. Brain and Behavior, 0, e01379. IF: 3.1, SCIE

22. CH Chuang, JT King, BS Wu, ZH Cao, YK Wang, & CT Lin, 'Brain electrodynamic and hemodynamic signatures against fatigue during driving', Frontiers in Neuroscience, 2018, 12(181), 1-12. IF: 3.566, SCIE

23. CT Lin, TY Hsieh, YT Liu, YY Lin, CN Fang, YK Wang, G Yen, N Pal, CH Chuang*, ‘Minority Oversampling in Kernel Adaptive Subspaces for Class Imbalanced Datasets’, IEEE Transactions on Knowledge and Data Engineering, 2018, 30(5), 950-962. IF: 8.9, SCI

24. D Wu, JT King, CH Chuang, CT Lin, & TP Jung, 'Spatial filtering for EEG-based regression problems in brain-computer interface (BCI),' IEEE Transactions on Fuzzy Systems 2018, 26(2), 771-781. IF: 7.671, SCI/SCIE

25. CT Lin, CS Huang, WY Yang, A Singh, CH Chuang, YK Wang, ‘Real-time EEG signal enhancement using canonical correlation analysis and Gaussian mixture clustering’, Journal of Healthcare Engineering, 2018, 2018(5081258), 1-11. IF: 2.746, SCIE

26. CT Lin, TC Chiu, YK Wang, CH Chuang, K Gramann, 'Granger causal connectivity dissociates navigation networks that subserve allocentric and egocentric path integration', Brain Research, 2018, 1679, 91-10. IF: 2.746, SCI/SCIE

27. Z Cao, CT Lin, CH Chuang, KL Lai, SJ Wang, ‘Exploring resting-state EEG complexity before migraine attacks,’ Cephalalgia 2018, 38(7), 1296-1306, IF: 3.609 SCI

28. CT Lin, CH Chuang*, ZH Cao, A K Singh, CS Hung, YH Yu, M Nascimben, YT Liu, JT King, TP Su, SJ Wang, 'Forehead EEG in support of future feasible personal healthcare solutions: sleep management, headache prevention, and depression Treatment', IEEE ACCESS 2017, 5, 10612-10621. IF: 3.244 SCIE

29. SL Wu, YT Liu, TY Hsieh, YY Lin, CY Chen, CH Chuang, & CT Lin, ‘Fuzzy integral with particle swarm optimization for a motor-imagery-based brain-computer interface,’ IEEE Transactions on Fuzzy Systems 2017, 25, 21-28. IF: 7.671, SCI/SCIE

30. CT Lin, YT Liu, SL Wu, Zehong Cao, YK Wang, CS Huang, JT King, SA Chen, SW Lu, CH Chuang*, 'Novel neurotechnology and computational intelligence method applied to EEG-based brain-computer interfaces,' IEEE Systems, Man, and Cybernetics Magazine 2017, 3, 16-26.

31. CT Lin, CH Chuang*, S Kerick, T Mullen, TP Jung, LW Ko, SA Chen, JT King, K McDowell, 'Mind-wandering tends to occur under low perceptual demands during driving', Scientific Reports 2016, 6, 1-11. IF: 4.259 SCI/SCIE

32. Z Cao, CT Lin, CH Chuang, KL Lai, AC Yang, JL Fuh, SJ Wang, 'Resting-state EEG power and coherence vary between migraine phases', Journal of Headache and Pain 2016, 17, 1-9. IF: 3.580 SCIE

33. SW Chuang, CH Chuang, YS Yu, JT King, CT Lin, 'EEG alpha and gamma modulators mediate motion sickness-related spectral responses', International Journal of Neural Systems 2016, 26, 1-14. IF: 6.333 SCIE

34. YT Liu, YY Lin, SL Wu, CH Chuang, & CT Lin, 'Brain dynamics in predicting driving fatigue using a recurrent self-evolving fuzzy neural network', IEEE Transactions on Neural Networks and Learning Systems 2016, 27, 347-360. IF: 6.108 SCI/SCIE

35. KC Huang, TY Huang, JT King, YK Wang, CH Chuang, CT Lin, & TP Jung, ‘An EEG-based fatigue detection and mitigation system', International Journal of Neural Systems 2016, 26, 1-14. IF: 6.108 SCI/SCIE

36. YH Yu, SW Lu, CH Chuang, JT King, CL Chang, SA Chen, & CT Lin, 'An inflatable and wearable wireless system for making 32-channel electroencephalogram measurements', IEEE Transactions on Neural Systems and Rehabilitation Engineering 2016, 24, 806-813. IF: 6.108 SCI/SCIE

37. CS Huang, N Pal, CH Chuang & CT Lin, 'Identifying changes in EEG information transfer during drowsy driving by transfer entropy', Frontiers in Human Neuroscience 2015, 9, 1-12.

38. CH Chuang*, CS Huang, LW Ko, & CT Lin, 'An EEG-based perceptual function integration network for application to drowsy driving', Knowledge-Based Systems 2015, 80, 143-152.

39. CT Lin, CH Chuang, CS Huang, SF Tsai, SW Lu, YH Chen, & LW Ko, 'Wireless and wearable EEG system for evaluating driver vigilance', IEEE Transactions on Biomedical Circuits and Systems 2014, 8, 165-176.

40. CH Chuang, LW Ko, TP Jung, & CT Lin, 'Kinesthesia in a sustained-attention driving task', Neuroimage 2014, 91, 187-202.

41. CH Chuang, LW Ko, YP Lin, TP Jung, & CT Lin, 'Independent component ensemble of EEG for brain-computer interface', IEEE Transactions on Neural Systems and Rehabilitation Engineering 2014, 22, 230-238.

42. CT Lin, KC Huang, CH Chuang, LW Ko, & TP Jung, 'Can arousing feedback rectify lapses in driving? Prediction from EEG power spectra', Journal of Neural Engineering 2013, 10, 1-10.

43. FC Lin, LW Ko, CH Chuang, TP Su, & CT Lin, 'Generalized EEG-based drowsiness prediction system by using a self-organizing neural fuzzy system', IEEE Transactions on Circuits and Systems I-Regular papers 2012, 59, 2044-2055.

44. CT Lin, CH Chuang, YK Wang, SF Tsai, TC Chiu, & LW Ko, 'Neurocognitive characteristics of the driver: A review on drowsiness, distraction, navigation, and motion sickness', Journal of Neuroscience and Neuroengineering 2012, 1, 61-81.

45. JM Yang, BC Kuo, PT Yu, & CH Chuang, 'A dynamic subspace method for hyperspectral image classification', IEEE Transactions on Geoscience and Remote Sensing 2010, 48, 2840-2853.