Developing and validating an electronic health record-based frailty index in pre-operative settings using machine learning.
Chen BaiMohammad Al-AniShawna AminiPatrick James TigheCatherine C. PriceTodd M. ManiniMamoun T. MardiniPublished in: J. Intell. Inf. Syst. (2024)
Keyphrases
- electronic health records
- machine learning
- pre operative
- intraoperative
- patient data
- x ray
- health information systems
- clinical data
- medical records
- mr images
- ct data
- knowledge acquisition
- data mining
- minimally invasive
- medical data
- computer assisted
- database
- information extraction
- clinical trials
- data analysis
- natural language processing
- knowledge discovery
- position and orientation
- image guided
- clinical applications
- feature selection
- computed tomography
- knowledge representation
- expert systems
- training data
- computer vision
- health care