Detecting goals of care conversations in clinical notes with active learning.
Davy WeissenbacherKatherine R. CourtrightSiddharth RawalAndrew Crane-DroeschKaren O'ConnorNicholas KuhlCorinne MerlinoAnessa FoxwellLindsay HainesJoseph C. PuhlGraciela Gonzalez-HernandezPublished in: J. Biomed. Informatics (2024)
Keyphrases
- active learning
- long term
- machine learning
- random sampling
- training examples
- data mining
- active learning strategies
- automatic detection
- learning strategies
- labeled data
- supervised learning
- semi supervised
- learning process
- neural network
- training set
- learning algorithm
- multi party
- selective sampling
- sample selection
- annotation effort
- imbalanced data classification
- music emotion classification