- Cui, X., Chang, H. C., Lin, L. Y., Yu, C. C., Hsieh, W. H., Li, W., ... & Lo, M. T. (2019). Prediction of atrial fibrillation recurrence before catheter ablation using an adaptive nonlinear and non-stationary surface ECG analysis. Physica A: Statistical Mechanics and its Applications, 514, 9-19.
Group Publications
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Featured Publications
- Yin, Y., Shang, P., Ahn, A. C., & Peng, C. K. (2019). Multiscale joint permutation entropy for complex time series. Physica A: Statistical Mechanics and its Applications, 515, 388-402.
- Cheng, W., Rolls, E. T., Qiu, J., Xie, X., Lyu, W., Li, Y., ... & Zhuang, K. (2018). Functional connectivity of the human amygdala in health and in depression. Social cognitive and affective neuroscience.
- Guo, S., Huang, C. C., Zhao, W., Yang, A. C., Lin, C. P., Nichols, T., & Tsai, S. J. (2018). Combining multi-modality data for searching biomarkers in schizophrenia. PloS one, 13(2), e0191202.
- Hager, B. M., Yang, A. C., & Gutsell, J. (2018). Measuring Brain Complexity During Neural Motor Resonance. Frontiers in neuroscience, 12, 758.
- Fan, M., Yang, A. C., Fuh, J. L., & Chou, C. A. (2018). Topological Pattern Recognition of Severe Alzheimer's Disease via Regularized Supervised Learning of EEG Complexity. Frontiers in neuroscience, 12,
- Lin, E., Kuo, P. H., Liu, Y. L., Yu, Y. W., Yang, A., & Tsai, S. J. (2018). A deep learning approach for predicting antidepressant response in major depression using clinical and genetic biomarkers.Frontiers in psychiatry, 9, 290.
- Cheng, W., Rolls, E. T., Qiu, J., Xie, X., Wei, D., Huang, C. C., ... & Lin, C. P. (2018). Increased functional connectivity of the posterior cingulate cortex with the lateral orbitofrontal cortex in depression. Translational psychiatry, 8.
- Mao, X., Shang, P., Wang, J., & Ma, Y. (2018). Characterizing time series by extended complexity-entropy curves based on Tsallis, Rényi, and power spectral entropy. Chaos: An Interdisciplinary Journal of Nonlinear Science, 28(11), 113106.
- Wang, Y., Wang, D., Zhang, L., Liu, C., Li, J., Hou, F., & Peng, C. K. (2019). Automatic identification of rapid eye movement sleep based on random forest using heart rate variability. Physica A: Statistical Mechanics and its Applications, 527, 121421.
- Ma, Y., Sun, S., Zhang, M., Guo, D., Liu, A. R., Wei, Y., & Peng, C. K. (2019). Electrocardiogram-based sleep analysis for sleep apnea screening and diagnosis. Sleep and Breathing, 1-10.
- Ma, Y., Wu, C. W., Peng, C. K., Ahn, A., Bertisch, S. M., Lipsitz, L. A., ... & Gow, B. (2019). Complexity-Based Measures of Heart Rate Dynamics in Older Adults Following Long-and Short-Term Tai Chi Training: Cross-sectional and Randomized Trial Studies. Scientific reports, 9(1), 7500.
- Gong, W., Cheng, F., Rolls, E. T., Lo, C. Y. Z., Huang, C. C., Tsai, S. J., ... & Feng, J. (2019). A powerful and efficient multivariate approach for voxel-level connectome-wide association studies. NeuroImage, 188, 628-641.
- Zhao, W., Guo, S., Linli, Z., Yang, A. C., Lin, C. P., & Tsai, S. J. (2019). Functional, Anatomical, and Morphological Networks Highlight the Role of Basal Ganglia–Thalamus–Cortex Circuits in Schizophrenia. Schizophrenia bulletin.
- Xiong, H., Shang, P., Hou, F., & Ma, Y. (2019). Visibility graph analysis of temporal irreversibility in sleep electroencephalograms. Nonlinear Dynamics, 96(1), 1-11.
- Wayne, P. M., Buring, J. E., Eisenberg, D. M., Osypiuk, K., Gow, B. J., Davis, R. B., ... & Reinhold, T. (2019). Cost-Effectiveness of a Team-Based Integrative Medicine Approach to the Treatment of Back Pain. The Journal of Alternative and Complementary Medicine, 25(S1), S138-S146.
- Huang, N. E., Kuo, B. J., Lin, Y. C., Peng, C. K., & Lo, M. T. (2019). Diagram building system and method for a signal data decomposition and analysisU.S. Patent No. 10,354,422. Washington, DC: U.S. Patent and Trademark Office.
- Tsai, C. H., Ma, H. P., Lin, Y. T., Hung, C. S., Hsieh, M. C., Chang, T. Y., ... & Peng, C. K. (2019). Heart Rhythm Complexity Impairment in Patients with Pulmonary Hypertension. Scientific reports, 9(1), 1-8.
- Yin, Y., Peng, C. K., Hou, F., Gao, H., Shang, P., Li, Q., & Ma, Y. (2019). The application of multiscale joint permutation entropy on multichannel sleep electroencephalography. AIP Advances, 9(12), 125214.
- Ho, C. N., Fu, P. H., Chen, J. Y., Hung, K. C., Chang, J. H., Peng, C. K., & Yang, A. C. (2019). Heart rate variability and surgical pleth index under anesthesia in poor and normal sleepers. Journal of Clinical Monitoring and Computing, 1-9.