A novel higher performance nomogram based on explainable machine learning for predicting mortality risk in stroke patients within 30 days based on clinical features on the first day ICU admission.
Haoran ChenFengchun YangYifan DuanLin YangJiao LiPublished in: BMC Medical Informatics Decis. Mak. (2024)
Keyphrases
- intensive care
- intensive care unit
- intensive care units
- machine learning
- patient data
- clinical data
- high risk
- ischemic stroke
- medical data
- decision support system
- decision support
- early detection
- health care
- decision trees
- medical knowledge
- data mining
- medical staff
- risk management
- patient outcomes
- clinical information
- acute coronary syndrome
- traumatic brain injury
- medical treatment
- medical experts
- medical domain
- clinical trials
- knowledge discovery
- feature selection