Lung nodule detection and classification from Thorax CT-scan using RetinaNet with transfer learning

End-to-end lung cancer screening with three-dimensional deep learning on low-dose chest computed tomography

(2019) Diego Ardila et al.   NATURE MEDICINE

Dual-Path Adversarial Learning for Fully Convolutional Network (FCN)-Based Medical Image Segmentation

(2018) Lei Bi et al.   VISUAL COMPUTER

Multilevel Contextual 3-D CNNs for False Positive Reduction in Pulmonary Nodule Detection

(2017) Qi Dou et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Stacked fully convolutional networks with multi-channel learning: application to medical image segmentation

(2017) Lei Bi et al.   VISUAL COMPUTER

Guest Editorial Deep Learning in Medical Imaging: Overview and Future Promise of an Exciting New Technique

(2016) Hayit Greenspan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

(2016) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Lung Nodule and Cancer Detection in Computed Tomography Screening

(2015) Geoffrey D. Rubin   JOURNAL OF THORACIC IMAGING

Automatic classification of pulmonary peri-fissural nodules in computed tomography using an ensemble of 2D views and a convolutional neural network out-of-the-box

(2015) Francesco Ciompi et al.   MEDICAL IMAGE ANALYSIS

Visibility-driven PET-CT visualisation with region of interest (ROI) segmentation

(2013) Younhyun Jung et al.   VISUAL COMPUTER

The Lung Image Database Consortium (LIDC) and Image Database Resource Initiative (IDRI): A Completed Reference Database of Lung Nodules on CT Scans

(2011) Samuel G. Armato et al.   MEDICAL PHYSICS