Tzu-yu Liu - Publications

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

5 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Putcha G, Liu T, Ariazi E, Bertin M, Drake A, Dzamba M, Hogan G, Kothen-Hill S, Liao J, Li K, Mahajan S, Palaniappan K, Sansanwal P, John JS, Ulz P, et al. Blood-based detection of early-stage colorectal cancer using multiomics and machine learning. Journal of Clinical Oncology. 38: 66-66. DOI: 10.1200/Jco.2020.38.4_Suppl.66  0.308
2020 Vallania F, Warsinske H, Ulz P, Liu T, Assayag K, Palaniappan KK, Bailey M, Wang I, Weinberg DE, Ennis R, Lin CJ, Martin A, Krunic N. Abstract 2433: Multiomic plasma profiling identifies potential signatures of disease progression in early-stage NSCLC Cancer Research. 80: 2433-2433. DOI: 10.1158/1538-7445.Am2020-2433  0.333
2019 Wan N, Weinberg D, Liu TY, Niehaus K, Ariazi EA, Delubac D, Kannan A, White B, Bailey M, Bertin M, Boley N, Bowen D, Cregg J, Drake AM, Ennis R, et al. Machine learning enables detection of early-stage colorectal cancer by whole-genome sequencing of plasma cell-free DNA. Bmc Cancer. 19: 832. PMID 31443703 DOI: 10.1186/S12885-019-6003-8  0.382
2019 Wan N, Weinberg D, Liu T, Niehaus K, Delubac D, Kannan A, White B, Ariazi EA, Bailey M, Bertin M, Boley N, Bowen D, Cregg J, Drake A, Ennis R, et al. Su1658 – Machine Learning Enables Detection of Early-Stage Colorectal Cancer by Whole-Genome Sequencing of Plasma Cell-Free Dna Gastroenterology. 156. DOI: 10.1016/S0016-5085(19)38396-9  0.385
2018 Niehous K, Wan N, White B, Kannan A, Gafni E, Liu T, Haque I, Putcha G. 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. DOI: 10.14309/00000434-201810001-00307  0.367
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