RNA Pairing

This research poses a novel image-based machine learning architecture to predict miRNA and mRNA pairing outcomes.

My Role

1. Cleaned and transformed data using Java
2. Created an image of RNA bonding types
3. Outputted data to an image file
4. Performed data analysis and ML in Python
5. Used a convolutional neural network to determine likelihood of RNA pairing from the image files

Excepted to IEEE SoutheastCon 2024. Link to Publication

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