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Author Details

Trang T Le
Institute for Biomedical Informatics, University of Pennsylvania
2017
17
9
PMIDPaper TitleJournal TitlePublished Year
34310318Genetic Analysis of Coronary Artery Disease Using Tree-Based Automated Machine Learning Informed By Biology-Based Feature Selection.IEEE/ACM Trans Comput Biol Bioinform2022
34677586PMLB v1.0: an open-source dataset collection for benchmarking machine learning methods.Bioinformatics2022
32613242Using deep neural networks and biological subwords to detect protein S-sulfenylation sites.Brief Bioinform2021
33556091Theoretical properties of distance distributions and novel metrics for nearest-neighbor feature selection.PLoS One2021
34555325Analysis of scientific society honors reveals disparities.Cell Syst2021
34190372Pitfalls in brain age analyses.Hum Brain Mapp2021
32702108treeheatr: an R package for interpretable decision tree visualizations.Bioinformatics2021
31165141Scaling tree-based automated machine learning to biomedical big data with a feature set selector.Bioinformatics2020
31930389Nearest-neighbor Projected-Distance Regression (NPDR) for detecting network interactions with adjustments for multiple tests and confounding.Bioinformatics2020
32788574Correction: Identification and replication of RNA-Seq gene network modules associated with depression severity.Transl Psychiatry2020
30239600STatistical Inference Relief (STIR) feature selection.Bioinformatics2019
29477671Structural and practical identifiability analysis of outbreak models.Math Biosci2018
29941380Effect of Ibuprofen on BrainAGE: A Randomized, Placebo-Controlled, Dose-Response Exploratory Study.Biol Psychiatry Cogn Neurosci Neuroimaging2018
30185774Identification and replication of RNA-Seq gene network modules associated with depression severity.Transl Psychiatry2018
30815180Integrated machine learning pipeline for aberrant biomarker enrichment (i-mAB): characterizing clusters of differentiation within a compendium of systemic lupus erythematosus patients.AMIA Annu Symp Proc2018
30405393A Nonlinear Simulation Framework Supports Adjusting for Age When Analyzing BrainAGE.Front Aging Neurosci2018
28472232Differential privacy-based evaporative cooling feature selection and classification with relief-F and random forests.Bioinformatics2017
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Collaborators

Bill C White
The University of Tulsa
Co-authored papers 3
Jason H Moore
Cedars-Sinai Medical Center
Co-authored papers 3
Patrick M Gaffney
Co-authored papers 2
Daniel S Himmelstein
University of Pennsylvania
Co-authored papers 2
Thomas E Nichols
Big Data Science Institute, University of Oxford
Co-authored papers 1
Ryan J Urbanowicz
Perelman School of Medicine at the University of Pennsylvania
Co-authored papers 1
Ariel A Hippen
University of Pennsylvania
Co-authored papers 1
Elisabetta Manduchi
Center for Spatial and Functional Genomics, Children's Hospital of Philadelphia
Co-authored papers 1
Casey S Greene
Dartmouth College Geisel School of Medicine, Princeton University, University of Colorado Anschutz Medical Campus, University of Pennsylvania Perelman School of Medicine
Co-authored papers 1
Wesley K Thompson
The Lundbeck Foundation Initiative for Integrative Psychiatric Research (iPSYCH)
Co-authored papers 1
Jaclyn N Taroni
Alex's Lemonade Stand Foundation
Co-authored papers 1
Matthew R Gazzara
Perelman School of Medicine, University of Pennsylvania
Co-authored papers 1
Theodore D Satterthwaite
University of Pennsylvania
Co-authored papers 1
Russell T Shinohara
University of Pennsylvania
Co-authored papers 1
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