Trang T. Le

According to our database, Trang T. Le authored at least 16 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?

Amelia L. M. Tan, Emily J. Getzen, Meghan R. Hutch, Zachary H. Strasser, Alba Gutiérrez-Sacristán, Trang T. Le, Arianna Dagliati, Michele Morris, David A. Hanauer, Bertrand Moal, Clara-Lea Bonzel, William Yuan, Lorenzo Chiudinelli, Priyam Das, Harrison G. Zhang, Bruce J. Aronow, Paul Avillach, Gabriel A. Brat, Tianxi Cai, Chuan Hong, William G. La Cava, He Hooi Will Loh, Yuan Luo, Shawn N. Murphy, Kee Yuan Hgiam, Gilbert S. Omenn, Lav P. Patel, Malarkodi J. Samayamuthu, Emily R. Shriver, Zahra Shakeri Hossein Abad, Byorn W. L. Tan, Shyam Visweswaran, Xuan Wang, Griffin M. Weber, Zongqi Xia, Bertrand Verdy, Qi Long, Danielle L. Mowery, John H. Holmes

J. Biomed. Informatics, March, 2023

2022

Genetic Analysis of Coronary Artery Disease Using Tree-Based Automated Machine Learning Informed By Biology-Based Feature Selection.

Elisabetta Manduchi, Trang T. Le, Weixuan Fu, Jason H. Moore

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

PMLB v1.0: an open-source dataset collection for benchmarking machine learning methods.

Joseph D. Romano, Trang T. Le, William G. La Cava, John T. Gregg, Daniel J. Goldberg, Praneel Chakraborty, Natasha L. Ray, Daniel S. Himmelstein, Weixuan Fu, Jason H. Moore

Bioinform., 2022

2021

REGENS: an open source Python package for simulating realistic autosomal genotypes.

John T. Gregg, Trang T. Le, Jason H. Moore

J. Open Source Softw., 2021

TPOT-NN: augmenting tree-based automated machine learning with neural network estimators.

Joseph D. Romano, Trang T. Le, Weixuan Fu, Jason H. Moore

Genet. Program. Evolvable Mach., 2021

treeheatr: an R package for interpretable decision tree visualizations.

Trang T. Le, Jason H. Moore

Bioinform., 2021

2020

Is deep learning necessary for simple classification tasks?

Joseph D. Romano, Trang T. Le, Weixuan Fu, Jason H. Moore

CoRR, 2020

Scaling tree-based automated machine learning to biomedical big data with a feature set selector.

Trang T. Le, Weixuan Fu, Jason H. Moore

Bioinform., 2020

Nearest-neighbor Projected-Distance Regression (NPDR) for detecting network interactions with adjustments for multiple tests and confounding.

Trang T. Le, Bryan A. Dawkins, Brett A. McKinney

Bioinform., 2020

Large scale biomedical data analysis with tree-based automated machine learning.

Trang T. Le, Weixuan Fu, Jason H. Moore

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Expanding Polygenic Risk Scores to Include Automatic Genotype Encodings and Gene-gene Interactions.

Trang T. Le, Hoyt Gong, Patryk Orzechowski, Elisabetta Manduchi, Jason H. Moore

Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019

STatistical Inference Relief (STIR) feature selection.

Trang T. Le, Ryan J. Urbanowicz, Jason H. Moore, Brett A. McKinney

Bioinform., 2019

2018

Data-Driven Clinical Phenotyping of Denosumab Exposure in a Large United States Cohort.

Trang T. Le, Matthew K. Breitenstein

Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

Integrated machine learning pipeline for aberrant biomarker enrichment (i-mAB): characterizing clusters of differentiation within a compendium of systemic lupus erythematosus patients.

Trang T. Le, Nigel O. Blackwood, Jaclyn N. Taroni, Weixuan Fu, Matthew K. Breitenstein

Proceedings of the AMIA 2018, 2018

2017

Differential privacy-based evaporative cooling feature selection and classification with relief-F and random forests.

Trang T. Le, W. Kyle Simmons, Masaya Misaki, Jerzy Bodurka, Bill C. White, Jonathan Savitz, Brett A. McKinney

Bioinform., 2017

2014

Effect of air travel on the spread of an avian influenza pandemic to the United States.

Necibe Tuncer, Trang T. Le

Int. J. Crit. Infrastructure Prot., 2014