본문 바로가기 메뉴바로가기

NIMS-National Institute for Mathematical Sciences South Korea

korea

Medical Data Analytics and Machine Learning-based

구글로 퍼가기 프린트하기

Medical Data Analytics and Machine Learning-based

NIMS performs research on medical data analysis and disease prediction models using machine learning.
Using the developed prediction models and mathematical based machine learning algorithms, NIMS is solving problems in medical domain with data, and other data domain problems.

Key Research Content

  • Machine learning model for disease predictin and personalized health index suggestion based on gait disturbance data
  • Research and development of prediction model for stone-free rate after extracorporeal shock wave lithotripsy treatment for urinary stone using machine learning
  • Using such machine learning based prediction models to solve problems in various data domains including medical one
Prediction results for Linear Gait Parameters-GA(Left side) and its feature importance(Right side)