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Eric Yang's Projects

bioscience-python-tutorials icon bioscience-python-tutorials

A series of tutorials to introduce bioscience students to a variety of python-based research applications. UW Bioengineering 2019-2020 honors project

cancer-classifier icon cancer-classifier

A random forest model for malignant vs benign tumor prediction trained on digitalized images of a fine needle aspirate from breast masses.

lung-lesion-diagnosis icon lung-lesion-diagnosis

The objective of this study is to build a model for automated chest radiograph interpretation of lung lesions with high performance.

neiss-dataviz icon neiss-dataviz

A reactive RShiny dashboard that allows user customization for graphical displays of NEISS injury data. The flexible application enables different subsets, facets and groups based on patient demographic and injury diagnoses to help users observe trends in the database.

rna-seq-data-analysis icon rna-seq-data-analysis

Bayesian, expectation-maximization based implementation of machine learning algorithms applied to RNA-Seq data. Part of Biological Data Analysis course at Harvard. See "pset" tabs on http://mcb112.org/ for detailed problem statements.

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