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Medical Diagnoser #244

Merged
merged 1 commit into from
Oct 11, 2024
Merged

Medical Diagnoser #244

merged 1 commit into from
Oct 11, 2024

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ramana2074
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@ramana2074 ramana2074 commented Oct 11, 2024

Related Issues or bug

  • The system was previously unable to accurately predict diseases and recommend medications due to inconsistent handling of textual data from patient symptoms.

Fixes: #213

Proposed Changes

  • Implemented an LSTM-based model to better process sequential data from patient symptoms.Refined the preprocessing pipeline to tokenize and pad input sequences for better model training.Added separate dense layers for predicting disease and medication recommendations

Additional Info

-Integrated with TensorFlow 2.x for building the LSTM architecture. Dataset was preprocessed to include tokenized patient symptoms for input, and corresponding disease and medication labels for output.

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👋 Thank you for opening this pull request! We appreciate your contribution to improving this project. Your PR is under review, and we'll get back to you shortly.
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To help move the process along, please tag @UppuluriKalyani, @Neilblaze, and @SaiNivedh26 for a faster review!

@UppuluriKalyani UppuluriKalyani merged commit 5ed2889 into UppuluriKalyani:main Oct 11, 2024
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🎉🎉 Thank you for your contribution! Your PR #244 has been merged! 🎉🎉

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Medical Diagnoser
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