This repository contains a list of research papers devoted to Machine Learning solution for Lung Cancer detection, segmentation, classification.
Deep Learning CT
2019
Optimal deep learning model for classification of lung cancer on CT images [Paper]
Deep Learning Predicts Lung Cancer Treatment Response from Serial Medical Imaging [Paper]
End-to-end lung cancer screening with three-dimensional deep learning on low-dose chest computed tomography [Paper] [Code]
Lung cancer detection from CT image using improved profuse clustering and deep learning instantaneously trained neural networks [Paper]
A 3D Probabilistic Deep Learning System for Detection and Diagnosis of Lung Cancer Using Low-Dose CT Scans [Paper]
Prediction of lung cancer risk at follow-up screening with low-dose CT: a training and validation study of a deep learning method [Paper]
Lung Cancer Detection Based on CT Scan Images by Using Deep Transfer Learning [Paper]
Toward an Expert Level of Lung Cancer Detection and Classification Using a Deep Convolutional Neural Network [Paper]
Automated detection and classification for early stage lung cancer on CT images using deep learning [Paper]
2018
Lung Nodule Classification via Deep Transfer Learning in CT Lung Images [Paper]
Early detection of lung cancer from CT images: nodule segmentation and classification using deep learning [Paper]
Knowledge-based Collaborative Deep Learning for Benign-Malignant Lung Nodule Classification on Chest CT [Paper]
A Deep Convolutional Neural Network for Lung Cancer Diagnostic [Paper]
3D deep learning for detecting pulmonary nodules in CT scans [Paper][Cpde]
Using YOLO based deep learning network for real time detection and localization of lung nodules from low dose CT scans [Paper]
A Generalized Deep Learning-Based Diagnostic System for Early Diagnosis of Various Types of Pulmonary Nodules [Paper]
Computer-aided diagnosis of lung nodule classification between benign nodule, primary lung cancer, and metastatic lung cancer at different image size using deep convolutional neural network with transfer learning [Paper]
2017
Towards automatic pulmonary nodule management in lung cancer screening with deep learning [Paper]
Deep Learning for Categorization of Lung Cancer CT Images lung[Paper]
Automatic feature learning using multichannel ROI based on deep structured algorithms for computerized lung cancer diagnosis [Paper]
Using Deep Learning for Classification of Lung Nodules on Computed Tomography Images [Paper]
Deep Learning for Lung Cancer Detection: Tackling the Kaggle Data Science Bowl 2017 Challenge [Paper]
Learning Deep Spatial Lung Features by 3D Convolutional Neural Network for Early Cancer Detection [Paper]
Multiview convolutional neural networks for lung nodule classification [Paper]
Lung Cancer Detection and Classification with 3D Convolutional Neural Network (3D-CNN) [Paper]
An Automatic Detection System of Lung Nodule Based on Multigroup Patch-Based Deep Learning Network [Paper]
2016
Computer aided lung cancer diagnosis with deep learning algorithms [Paper]
Deep Learning for the Classification of Lung Nodules [Paper]
Deep feature learning for pulmonary nodule classification in a lung CT [Paper] [Code]
Convolutional neural networks for lung cancer screening in computed tomography (CT) scans [Paper]