Author

Timothy Lee

Emory UniversityORCID 0000-0002-0374-4254Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Frequent Co-Authors

Andrew LemmoniD· 1 shared Bonggun ShiniD· 1 shared Falgun H. ChokshiiD· 1 shared Jinho D. ChoiiD· 1 shared Sean NecessaryiD· 1 shared

Activity by Year

2017-2017 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperNeuroscience

Andrew LemmonORCID

Mutual co-authors in cluster

Author profile →

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