N. Wan, D. Weinberg, T.-Y. Liu, et al., “Machine learning enables detection of early-stage colorectal cancer by whole-genome sequencing of plasma cell-free DNA,” BMC cancer
T.-Y. Liu, H. H. Huang, D. Wheeler, Y. Xu, J. A. Wells, Y. S. Song, A. P. Wiita, “Time-resolved proteomics extends ribosomal profiling-based measurements of protein synthesis dynamics,” Cell Systems
T.-Y. Liu, Y. S. Song, “Prediction of Ribosome Footprint Profile Shapes from Transcript Sequences,” Bioinformatics
T.-Y. Liu, A. E. Dodson, J. Terhorst, Y. S. Song and J. Rine, “Riches of Phenotype Computationally Extracted from Microbial Colonies,” Proceedings of the National Academy of Sciences
M. T. McClain, B. P. Nicholson, L. P. Park, T.-Y. Liu, A. O. Hero III, E. Tsalik, A. K. Zaas, T. Veldman, L. L. Hudson, R. Lambkin-Williams, A. Gilbert, G. S. Ginsburg and C. W. Woods, “A Genomic Signature of Influenza Infection Shows Potential for Presymptomatic Detection, Guiding Early Therapy, and Monitoring Clinical Responses,” Open Forum Infectious Diseases
T.-Y. Liu, T. Burke, L. P. Park, C. W. Woods, A. K. Zaas, G. S. Ginsburg and A. O. Hero, “An individualized predictor of health and disease using paired reference and target samples,” BMC bioinformatics
A. Dufour, T.-Y. Liu, C. Ducroz, R. Tournemenne, B. Cummings, R. Thibeaux, N. Guillen, A. O. Hero III, and Jean-Christophe Olivo-Marin, “Signal Processing Challenges in Quantitative 3-D Cell Morphology,” IEEE Signal Processing Magazine
T.-Y. Liu, L. Trinchera, A. Tenenhaus, D. Wei, and A. O. Hero, “Globally Sparse PLS Regression,” New Perspectives in Partial Least Squares and Related Methods, Springer Proceedings in Mathematics and Statistics
M. Yokokawa*, T.-Y. Liu*, K. Yoshida, C. Scott, A. O. Hero, E. Good, F. Morady, and F. Bogun, “Automated analysis of the 12-lead electrocardiogram to identify the exit site of postinfarction ventricular tachycardia,” Heart Rhythm
K. Yoshida*, T.-Y. Liu*, C. Scott, A. Hero, M. Yokokawa, S. Gupta, E. Good, F. Morady, F. Bogun, “The Value of Defibrillator Electrograms for Recognition of Clinical Ventricular Tachycardias and for Pace-Mapping Of Post-Infarction Ventricular Tachycardia,” Journal of the American College of Cardiology
T. S. Baman, D. C. Lange, K. J. Ilg, S. K. Gupta, T.-Y. Liu, C. Alguire, W. Armstrong, E. Good, A. Chugh, K. Jongnarangsin, F. Pelosi Jr., T. Crawford, M. Ebinger, H. Oral, F. Morady, F. Bogun, “Relationship between burden of premature ventricular complexes and left ventricular function,” Heart Rhythm
Conference & proceeding papers:
T.-Y. Liu, A. Kannan, A. Drake, M. Bertin, N. Wan, “Bridging the Generalization Gap: Training Robust Models on Confounded Biological Data,” workshop on Critiquing and Correcting Trends in Machine Learning, NeurIPS
T.-Y. Liu, A. Wiesel, and A. O. Hero, “A Sparse Multi-class Classifier for Biomarker Screening,” Global Conference on Signal and Information Processing (GlobalSIP) Proceedings