Large Scale Semi-Automated Labeling of Routine Free-Text Clinical Records for Deep Learning.
Hari TrivediMaryam PanahiazarApril LiangDmytro LituievPeter ChangJae Ho SohnYunn-Yi ChenBenjamin L. FrancBonnie JoeDexter HadleyPublished in: J. Digit. Imaging (2019)
Keyphrases
- free text
- semi automated
- deep learning
- medical records
- patient records
- unsupervised learning
- information extraction
- clinical guidelines
- natural language processing
- fully automated
- structured data
- machine learning
- unsupervised feature learning
- semi structured
- weakly supervised
- real world
- mental models
- active learning
- domain specific
- medical data
- knowledge representation
- patient data
- image segmentation
- text classification
- health care
- supervised learning
- training data
- learning algorithm