PyHealth
PyHealth copied to clipboard
Core structure updates: image and text featurizer
Core structure updates to support image and text data. I will elaborate more on the changes in tonight's meeting.
Framework:
- Re-design base and sample dataset to handle multi-modality data
- Change the task from a function to a class to store more information
- Add featurizers for image and value
Dataset and task:
- Add Covid19 CXR dataset and task (image classification)
- Add Medical Transcriptions dataset and task (text classification)
Model:
- Add ResNet model for image
- Add supports for models from hugging face's transformers library.
Note: PR is not finished yet. I will need to add more comments and documentation.