A novel Multi-Level Refined (MLR) knowledge graph design and chatbot system for healthcare applications.

ABSTRACT: Imagine having a knowledge graph that can extract medical health knowledge related to patient diagnosis solutions and treatments from thousands of research papers, distilled using machine learning techniques in healthcare applications. Medical doctors can quickly determine treatments and medications for urgent patients, while researchers can discover innovative treatments for existing and unknown diseases. This would be incredible! Our approach serves as an all-in-one solution, enabling users to employ a unified design methodology for creating their own knowledge graphs. Our rigorous validation process involves multiple stages of refinement, ensuring that the resulting answers are of the utmost professionalism and solidity, surpassing the capabilities of other solutions. However, building

SUBMITTER: Hsueh HC 

PROVIDER: S-EPMC10829983 | biostudies-literature | 2024

REPOSITORIES: biostudies-literature