Epidemic Outbreak Prediction
Budget: ₹600 – ₹1,500 INR
We have planned on devising an epidemic outbreak prediction algorithm specifically focusing on remote sensing data (such as rainfall and temperature) and media articles denoting a potential outbreak. We have the following research paper to study as advised by our supervisor:-
We have been advised to focus on using ML models such as CNN/ Deep Learning, etc, instead of focusing on regression and similar models.
a) https://www.mdpi.com/25044990/5/1/13#:~:text=The%20studies%20analyzed%20in%20this,obtain%20accurate%20and%20plausible%20results.
b) https://pubmed.ncbi.nlm.nih.gov/31724367/
c) https://journals.plos.org/plosntds/article?id=10.1371/journal.pntd.0010631
Our deadline would be the end of this month to have a working model with appropriate results.
We have been advised to focus on using ML models such as CNN/ Deep Learning, etc, instead of focusing on regression and similar models.
a) https://www.mdpi.com/25044990/5/1/13#:~:text=The%20studies%20analyzed%20in%20this,obtain%20accurate%20and%20plausible%20results.
b) https://pubmed.ncbi.nlm.nih.gov/31724367/
c) https://journals.plos.org/plosntds/article?id=10.1371/journal.pntd.0010631
Our deadline would be the end of this month to have a working model with appropriate results.