CompBio-Lung-and-Colon-Cancer-Classification

CMU 02-251 Great Ideas in Computational Biology Course Final Project (Group of 4)

Project Title: A Deep Learning Approach For Diagnosing Lung and Colon Cancer (CNNs)

Dataset: LC25000 Kaggle Dataset (5 classes)

Tools + Frameworks: Tensorflow, Keras, Jupyter Notebook, Python, matplotlib

Project Presentation (Link)

Final Essay (Link)

Note: For clarity and concision, this repository contains 4 of the various CNN models / features that our group trained (and explored).

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
Colon Cancer Model #1 (RGB-reflecting).ipynb		Colon Cancer Model #1 (RGB-reflecting).ipynb
Colon Cancer Model #2 (CNN-Validation).ipynb		Colon Cancer Model #2 (CNN-Validation).ipynb
Lung Cancer Model #1 (Data Processing).ipynb		Lung Cancer Model #1 (Data Processing).ipynb
Lung Cancer Model #2 (RGB).ipynb		Lung Cancer Model #2 (RGB).ipynb
README.md		README.md

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