"It's a mess sometimes": patient perspectives on provider responses to healthcare costs, and how informatics interventions can help support cost-sensitive care decisions.
Olivia K. RichardsBradley E. IottTammy ToscosJessica Annette PaterShauna WagnerTiffany C. VeinotPublished in: J. Am. Medical Informatics Assoc. (2022)
Keyphrases
- cost sensitive
- misclassification costs
- cost sensitive learning
- healthcare delivery
- home care
- health care
- medical care
- patient care
- health services
- cost sensitive classification
- multi class
- class distribution
- primary care
- binary classification
- active learning
- care delivery
- confidence weighted
- expected cost
- healthcare professionals
- total cost
- naive bayes
- medical knowledge
- clinical trials
- electronic health records
- boosting algorithms
- feature vectors
- patient data
- class imbalance
- clinical data
- medical data
- image classification
- support vector machine
- cost sensitive boosting