Classification of lung nodules in CT scans using three-dimensional deep convolutional neural networks with a checkpoint ensemble method

Detecting and classifying lesions in mammograms with Deep Learning

(2018) Dezső Ribli et al.   Scientific Reports

Automated pulmonary nodule detection in CT images using deep convolutional neural networks

(2018) Hongtao Xie et al.   PATTERN RECOGNITION

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

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

False-positive screens and lung cancer risk in the National Lung Screening Trial: Implications for shared decision-making

(2017) Paul F Pinsky et al.   JOURNAL OF MEDICAL SCREENING

Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge

(2017) Arnaud Arindra Adiyoso Setio et al.   MEDICAL IMAGE ANALYSIS

Pulmonary nodule classification with deep residual networks

(2017) Aiden Nibali et al.   International Journal of Computer Assisted Radiology and Surgery

Using Deep Learning for Classification of Lung Nodules on Computed Tomography Images

(2017) QingZeng Song et al.   Journal of Healthcare Engineering

An artificial neural networks approach for assessment treatment response in oncological patients using PET/CT images

(2017) Mariana A. Nogueira et al.   BMC MEDICAL IMAGING

Cancer statistics, 2016

(2016) Rebecca L. Siegel et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks

(2016) Arnaud Arindra Adiyoso Setio et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automatic detection of large pulmonary solid nodules in thoracic CT images

(2015) Arnaud A. A. Setio et al.   MEDICAL PHYSICS

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Computer-aided detection system for lung cancer in computed tomography scans: Review and future prospects

(2014) Macedo Firmino et al.   Biomedical Engineering Online

Texture Feature Analysis for Computer-Aided Diagnosis on Pulmonary Nodules

(2014) Fangfang Han et al.   JOURNAL OF DIGITAL IMAGING

Automatic detection of subsolid pulmonary nodules in thoracic computed tomography images

(2013) Colin Jacobs et al.   MEDICAL IMAGE ANALYSIS

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

Comparing and combining algorithms for computer-aided detection of pulmonary nodules in computed tomography scans: The ANODE09 study

(2010) Bram van Ginneken et al.   MEDICAL IMAGE ANALYSIS

A large-scale evaluation of automatic pulmonary nodule detection in chest CT using local image features and k-nearest-neighbour classification

(2009) K. Murphy et al.   MEDICAL IMAGE ANALYSIS