Determines if a given Colorectal tissue image is cancerous or healthy using methods from Topology for the input embedding (TDA).
I developed this project in my Fall 2022 semester while taking MATH 4V91.001 - Undergraduate Topics in Mathematics (Topological Data Analysis) under Dr. Baris Coskunuzer at The University of Texas at Dallas.
This was a special topics course where each student was given a semester-long ML project. The lectures were an informal introduction to Topological methods.
You can find the presentation I gave on my findings here.
If you'd like to learn more about this project please take a look at the above presentation.