From benchmark to bedside: transfer learning from social media to patient-provider text messages for suicide risk prediction.
Hannah A. BurkhardtXiruo DingAmanda KerbratKatherine Anne ComtoisTrevor CohenPublished in: J. Am. Medical Informatics Assoc. (2023)
Keyphrases
- transfer learning
- text messages
- social media
- learning tasks
- cross domain
- machine learning
- labeled data
- collaborative filtering
- semi supervised learning
- reinforcement learning
- knowledge transfer
- multi task
- prediction model
- text classification
- manifold alignment
- transfer knowledge
- multi task learning
- intensive care unit
- social networks
- domain adaptation
- neural network
- text mining
- semi supervised
- active learning
- machine learning algorithms
- target domain
- risk factors
- e learning
- real world
- clinical data
- patient data
- learning algorithm
- databases