Lung Cancer Detection using 3D-Convolution Neural Network

Abstract

Our paper uses an innovative 3D Convolutional Neural Network to determine lung cancer from patients' Computed Tomography (CT) scans because Convolutional Neural Networks (CNN) are useful for extracting important characteristics from images. This project aims to analyze CT scan slices (the data) and create a machine learning model based on the analysis. In this case, 3D Convolutional Neural Networks determine whether a person has cancer by evaluating the data and using a preprocessing technique. By utilizing this device, one can identify and eliminate cancerous cells at their earliest stages