The LEAF Platform

We are interested in designing and developing systems and tools for machine learning and data mining.
The LEAF Event Detection Explorer
The LEAF Annotation System
The LEAF VAERS Data Analysis System

Information Extraction

We are interested in turning unstructured text (e.g., clinical notes) to structured data.
  • Event Extraction
  • Named Entity Recogonition
  • Entity Linking

Question Answering

We are interested in building Question-Answering solutions on both structured and unstructured data.

  • Sequence-to-SQL query generation
  • Knowledge Base Question Answering

Predictive Analysis

We are interested in using machine learning to conduct predictive analysis on EHRs and other healthcare data.

  • Survival Analysis
  • Events Modeling