Hau-Tieng Wu

Hau-Tieng Wu

Associate Professor of Statistical Science

External address: 
Box 90320, Durham, NC 27708
Internal office address: 
207 Physics Building
(919) 660-2861

Selected Grants

HDR TRIPODS: Innovations in Data Science: Integrating Stochastic Modeling, Data Representation, and Algorithms awarded by National Science Foundation (Senior Investigator). 2019 to 2022

Wu, Hau-Tieng, et al. “A new approach to complicated and noisy physiological waveforms analysis: peripheral venous pressure waveform as an example.Journal of Clinical Monitoring and Computing, June 2020. Epmc, doi:10.1007/s10877-020-00524-9. Full Text

Frasch, Martin G., et al. “Brief Report: Can a Composite Heart Rate Variability Biomarker Shed New Insights About Autism Spectrum Disorder in School-Aged Children?Journal of Autism and Developmental Disorders, May 2020. Epmc, doi:10.1007/s10803-020-04467-7. Full Text

Wang, Shen-Chih, et al. “Novel Imaging Revealing Inner Dynamics for Cardiovascular Waveform Analysis via Unsupervised Manifold Learning.Anesthesia and Analgesia, vol. 130, no. 5, May 2020, pp. 1244–54. Epmc, doi:10.1213/ane.0000000000004738. Full Text

Liu, Gi-Ren, et al. “Save Muscle Information-Unfiltered EEG Signal Helps Distinguish Sleep Stages.Sensors (Basel, Switzerland), vol. 20, no. 7, Apr. 2020. Epmc, doi:10.3390/s20072024. Full Text

Liu, Yi-Wen, et al. “Transient-evoked otoacoustic emission signals predicting outcomes of acute sensorineural hearing loss in patients with Ménière's disease.Acta Oto Laryngologica, vol. 140, no. 3, Mar. 2020, pp. 230–35. Epmc, doi:10.1080/00016489.2019.1704865. Full Text

Malik, John, et al. “An adaptive QRS detection algorithm for ultra-long-term ECG recordings.Journal of Electrocardiology, vol. 60, Feb. 2020, pp. 165–71. Epmc, doi:10.1016/j.jelectrocard.2020.02.016. Full Text

Lobmaier, Silvia M., et al. “Fetal heart rate variability responsiveness to maternal stress, non-invasively detected from maternal transabdominal ECG.Archives of Gynecology and Obstetrics, vol. 301, no. 2, Feb. 2020, pp. 405–14. Epmc, doi:10.1007/s00404-019-05390-8. Full Text

Su, Pei-Chun, et al. “Recovery of the fetal electrocardiogram for morphological analysis from two trans-abdominal channels via optimal shrinkage.Physiol Meas, vol. 40, no. 11, Dec. 2019, p. 115005. Pubmed, doi:10.1088/1361-6579/ab4b13. Full Text

Korolj, Anastasia, et al. “A healthy dose of chaos: Using fractal frameworks for engineering higher-fidelity biomedical systems.Biomaterials, vol. 219, Oct. 2019, p. 119363. Epmc, doi:10.1016/j.biomaterials.2019.119363. Full Text

Shnitzer, T., et al. Diffusion operators for multimodal data analysis. Vol. 20, Jan. 2019, pp. 1–39. Scopus, doi:10.1016/bs.hna.2019.07.008. Full Text


Thai, D. H., et al. “Locally convex kernel mixtures: Bayesian subspace learning.” Proceedings  18th Ieee International Conference on Machine Learning and Applications, Icmla 2019, 2019, pp. 272–75. Scopus, doi:10.1109/ICMLA.2019.00051. Full Text

Martinez, N., et al. “Non-Contact Photoplethysmogram and Instantaneous Heart Rate Estimation from Infrared Face Video.” Proceedings  International Conference on Image Processing, Icip, vol. 2019-September, 2019, pp. 2020–24. Scopus, doi:10.1109/ICIP.2019.8803109. Full Text