My expertise includes Natural Language Processing, Machine Learning, and Data Visualization. My thesis: “Mining the Clinical Narrative: Mortality Prediction and Concept Normalization”.
Programming
Machine Learning
Databases
Languages
We apply deep learning to the problem of normalization of medical records, i.e. mapping of clinical terms in medical notes to standardized medical vocabularies.
@inproceedings{luo2015catching, title={Catching the Red Priest: Using Historical Editions of Encyclopaedia Britannica to Track the Evolution of Reputations}, author={Luo, Yen-Fu and Rumshisky, Anna and Gronas, Mikhail}, booktitle={Proceedings of the 9th SIGHUM Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities (LaTeCH)}, pages={1–9}, year={2015} }
@inproceedings{luo_interpretable_2016, author = “Luo, Yen-Fu and Rumshisky, Anna”, title = “Interpretable {Topic} {Features} for {Post}-{ICU} {Mortality} {Prediction}", booktitle = “{AMIA} 2016, {American} {Medical} {Informatics} {Association} {Annual} {Symposium}, {Chicago}, {IL}, {USA}, {November} 12-16, 2016”, year = “2016” }