As part of the ICLR 2018 Reproducibility Challenge, built a Convolutional Neural Network (CNN) that classifies lung cancer nodules from the LUNA 2016 CT scan dataset as either benign or cancerous. Achieved accuracy rates of 99.78% with a false positive rates of 0.11%, confirming original paper's performance. (COMP 551 - Machine Learning - Final Project)