Collaborative Research Project 2

Principal investigators: Akshay Chaudhari (Stanford University) and Judy Gichoya (Emory University)

Algorithmic approaches for improving health outcomes.

Updated January 20, 2023


Research collaboration between Stanford University and Emory to      

  • Stratify performance of CXR detection models across patient populations using MIDRC imaging datasets and available metadata.

  • Develop algorithmic approaches to improve outcomes across the population.

Risk prediction clustered by age, race, ethnicity and co-morbidities

Risk prediction clustered by age, race, ethnicity and co-morbidities

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CRP 1: Natural language processing of radiology reports

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CRP 3: Helper AI for annotation (HAIFA)