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Feifan Liu, PhD

Research Focus - Transform Complex and Heterogeneous Data into Actionable Insights in Cancer

  • Mining medical literature to identify gene mutation and disease relations through natural language processing and machine learning
  • Extracting medication and adverse drug events from electronic health record notes of cancer patients
  • Identifying breast cancer local recurrence using clinical notes
  • Predicting cancer survivability and progression of cancer through deep learning approaches

Representative Publication

Liu F, Zheng X, Wang B, Kiefe C. DeepGeneMD: A joint deep learning model for extracting gene mutation-disease knowledge from PubMed literature. In Proc. of EMNLP 2019 BioNLP-OST Workshop.

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