I am trying to classify and analyze the results of an SDS-PAGE based array for bacterial detection using machine learning, but I have trouble finding the best way to represent the results with proper features. 5 bacteria were tested in 43 experiments, for each we have 5 gel columns based on time. I would be grateful if fellow researchers could guide me as to how I should represent the data effectively.
Have a look at these studies : https://www.bio-rad.com/en-au/applications-technologies/sds-page-analysis?ID=LW7FGX4VY
Article SDS-PAGE Analysis of the Outer Membrane Proteins of Uropatho...
See also https://www.youtube.com/watch?v=3UBsvOwWXyA
Hello,
You can be inspired by this study : Article A machine learning classifier trained on cancer transcriptom...
https://arxiv.org/pdf/1806.11369
https://www.biorxiv.org/content/10.1101/817890v1.full.pdf
- Badges
- Science topic
- Similar topics
- Computer Science
- Data Mining