Author

Falgun H. Chokshi

Emory UniversityORCID 0000-0002-8476-9129Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

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Andrew LemmoniD· 1 shared Bonggun ShiniD· 1 shared Jinho D. ChoiiD· 1 shared Sean NecessaryiD· 1 shared Timothy LeeiD· 1 shared

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2017-2017 · peak 1/yr

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1 shared paperNeuroscience

Andrew LemmonORCID

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1 paper

Recent·Most cited

Natural Language Processing for Classification of Acute, Communicable Findings on Unstructured Head CT Reports: Comparison of Neural Network and Non-Neural Machine Learning Techniques

Falgun H. Chokshi, Bonggun Shin, Timothy Lee, Andrew Lemmon, Sean Necessary, Jinho D. Choi

The paper compares neural network and non-neural machine learning models for classifying acute communicable findings in head CT reports, finding neural networks achieve higher accuracy than SVM.

bioRxiv · Aug 10, 2017 · PreprintNeuroscience