SrijanShovit / HealthLearning

A repo comprising of various Machine Learning and Deep Learning projects in healthcare domain.
36 stars 50 forks source link

Fetal Health Detection using CTG data: ML #181

Closed abckhush closed 2 days ago

abckhush commented 1 week ago

Is your feature request related to a problem? Please describe.

Cardiotocograms (CTGs) help monitor fetal health through ultrasound, allowing early interventions to save lives, significantly reducing preventable child and maternal deaths.

Describe the solution you'd like along with reference dataset.

The model will be trained using:

  1. Logistic Regression
  2. Decision Tree
  3. Random Forest
  4. Gradient Boosting

Using given Kaggle dataset : https://www.kaggle.com/datasets/andrewmvd/fetal-health-classification/data I will prepare a proper .ipynb notebook.

Kindly assign this issue to me as a GSSoc'24 contributor

Describe alternatives you've considered

No response

Additional context

No response

Code of Conduct

github-actions[bot] commented 1 week ago

Congratulations, @abckhush! 🎉 Thank you for creating your issue. Your contribution is greatly appreciated and we look forward to working with you to resolve the issue. Keep up the great work!

We will promptly review your changes and offer feedback. Keep up the excellent work! Kindly remember to check our contributing guidelines

github-actions[bot] commented 2 days ago

This issue has been automatically closed because it has been inactive for more than 7 days. If you believe this is still relevant, feel free to reopen it or create a new one. Thank you!