Application of machine learning missing data imputation techniques in clinical decision making: taking the discharge assessment of patients with spontaneous supratentorial intracerebral hemorrhage as an example.
Huimin WangJianxiang TangMengyao WuXiaoyu WangTao ZhangPublished in: BMC Medical Informatics Decis. Mak. (2022)
Keyphrases
- clinical decision making
- missing data imputation
- clinical data
- clinical decision support
- clinical practice
- missing values
- lung cancer
- ct images
- medical data
- statistical analysis
- content based retrieval
- pulmonary nodules
- clinical trials
- domain experts
- decision support
- data sources
- information retrieval
- data mining
- data sets
- medical images
- nearest neighbor
- machine learning