PRECISE Framework: GPT-based Text For Improved Readability, Reliability,
  and Understandability of Radiology Reports For Patient-Centered Care
Satvik Tripathi Liam Mutter Meghana Muppuri Suhani Dheer Emiliano Garza-Frias Komal Awan Aakash Jha Michael Dezube Azadeh Tabari Christopher P. Bridge Dania Daye
This study introduces and evaluates the PRECISE framework, utilizing OpenAI's
GPT-4 to enhance patient engagement by providing clearer and more accessible
chest X-ray reports at a sixth-grade reading level. The framework was tested on
500 reports, demonstrating significant improvements in readability,
reliability, and understandability. Statistical analyses confirmed the
effectiveness of the PRECISE approach, highlighting its potential to foster
patient-centric care delivery in healthcare decision-making.