SkimLit

[DebanKsahu]

Related Issues or bug

• It is a new project that I want to add under the issue number ADD YOUR PROJECT RESULTS #19

Fixes: #132

Proposed Changes

• I implemented the original SkimLit paper with slight modification inorder to beat the accuracy achieved by the original SkimLit model. In addition I also created a web app which act as a interface to the SkimLit model and user.

Additional Info

• As I was unable to push the .keras files so inorder to run the web app you have to train the models and save them in the required folders.

Screenshots of Model Results

Demo video of web app

Skimlit_Demo.mp4

In the video I used ChartGPT generated medical report.

Future Enhancements

I designed the streamlit web app based on the first DL model which is single input model with word level embedding. In future i will modify it so that users can select the models and according their selected model data will be processed. Output will be same for all models.

[github-actions]

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[github-actions]

🎉🎉 Thank you for your contribution! Your PR #271 has been merged! 🎉🎉