To comprehensively evaluate the performance of various lung nodule detection models, we conducted experiments using the publicly available LUNA16 dataset. Our method surpasses other detection ...

Deep learning project for classifying lung nodules as benign or malignant using the LUNA16 dataset. Includes preprocessing, model training in PyTorch, and evaluation on 3D medical imaging data. - Pull ...

This repository contains a deep learning-based cancer type prediction system using a trained convolutional neural network (CNN). The model is deployed using Streamlit, allowing users to upload medical ...

A. Setio et al., Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge, Medical Image Analysis 42 (2017 ...