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Tzu-yu Liu

Affiliations: 
Mathematics University of Pennsylvania, Philadelphia, PA, United States 
Area:
Statistical learning from high-dimensional and small sample size problems, optimization, structured variable selection, density estimation, functional data analysis
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"Tzu-yu Liu"
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Putcha G, Liu T, Ariazi E, et al. (2020) Blood-based detection of early-stage colorectal cancer using multiomics and machine learning. Journal of Clinical Oncology. 38: 66-66
Vallania F, Warsinske H, Ulz P, et al. (2020) Abstract 2433: Multiomic plasma profiling identifies potential signatures of disease progression in early-stage NSCLC Cancer Research. 80: 2433-2433
Wan N, Weinberg D, Liu TY, et al. (2019) Machine learning enables detection of early-stage colorectal cancer by whole-genome sequencing of plasma cell-free DNA. Bmc Cancer. 19: 832
Wan N, Weinberg D, Liu T, et al. (2019) Su1658 – Machine Learning Enables Detection of Early-Stage Colorectal Cancer by Whole-Genome Sequencing of Plasma Cell-Free Dna Gastroenterology. 156
Niehous K, Wan N, White B, et al. (2018) Early Stage Colorectal Cancer Detection Using Artificial Intelligence and Whole-Genome Sequencing of Cell-Free DNA in a Retrospective Cohort of 1,040 Patients: 307 The American Journal of Gastroenterology. 113
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