Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
J. Biomed. Informatics, March, 2023
Genetic Analysis of Coronary Artery Disease Using Tree-Based Automated Machine Learning Informed By Biology-Based Feature Selection.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022
PMLB v1.0: an open-source dataset collection for benchmarking machine learning methods.
Bioinform., 2022
REGENS: an open source Python package for simulating realistic autosomal genotypes.
J. Open Source Softw., 2021
TPOT-NN: augmenting tree-based automated machine learning with neural network estimators.
Genet. Program. Evolvable Mach., 2021
treeheatr: an R package for interpretable decision tree visualizations.
Bioinform., 2021
Is deep learning necessary for simple classification tasks?
CoRR, 2020
Scaling tree-based automated machine learning to biomedical big data with a feature set selector.
Bioinform., 2020
Nearest-neighbor Projected-Distance Regression (NPDR) for detecting network interactions with adjustments for multiple tests and confounding.
Bioinform., 2020
Large scale biomedical data analysis with tree-based automated machine learning.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Expanding Polygenic Risk Scores to Include Automatic Genotype Encodings and Gene-gene Interactions.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020
STatistical Inference Relief (STIR) feature selection.
Bioinform., 2019
Data-Driven Clinical Phenotyping of Denosumab Exposure in a Large United States Cohort.
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.
Proceedings of the AMIA 2018, 2018
Differential privacy-based evaporative cooling feature selection and classification with relief-F and random forests.
Bioinform., 2017
Effect of air travel on the spread of an avian influenza pandemic to the United States.
Int. J. Crit. Infrastructure Prot., 2014