Design, implementation, and evaluation of the computer-aided clinical decision support system based on learning-to-rank: collaboration between physicians and machine learning in the differential diagnosis process.
Yasuhiko MiyachiOsamu IshiiKeijiro TorigoePublished in: BMC Medical Informatics Decis. Mak. (2023)
Keyphrases
- computer aided
- differential diagnosis
- learning to rank
- machine learning
- clinical decision support systems
- pulmonary nodules
- computer aided diagnosis
- evaluation measures
- computer assisted
- image analysis
- information retrieval
- ranking functions
- medical experts
- pattern recognition
- document retrieval
- image processing
- active learning
- data analysis
- decision trees
- computer vision
- loss function
- learning algorithm
- decision support
- decision support system
- information extraction
- knowledge discovery
- clinical practice
- data mining