Heart Disease Misinformation Annotation - HDMA

Heart Disease Misinformation Annotator The system prototype can be accessed by: https://t2fvrs5jeoandxeg.anvil.app/YKFEYOCA7G7JHWPL333K6L4V

Notebooks for medical TEXT Classification with Flair, used in the article "Heart Disease Misinformation Annotator".

Workspace requirements Python 3.7+ Huggingface Transformers Flair (tested with version 0.6) Matplotlib (tested with version 3.2) Numpy (tested with version 1.17.4) Pandas (tested with version 0.20) A Graphical Processing Unit (GPU)

Acknowledgements

These code is inspired by the following resources:

https://github.com/lcampillos/Medical-NER

Check also the Flair tutorials at:

https://github.com/flairNLP/flair

Ted-ed original paragrapgh used for testing from:

https://www.ted.com/talks/krishna_sudhir_what_happens_during_a_heart_attack/transcript?language=en#t-279863