Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists

Training and Validating a Deep Convolutional Neural Network for Computer-Aided Detection and Classification of Abnormalities on Frontal Chest Radiographs

(2017) Mark Cicero et al.   INVESTIGATIVE RADIOLOGY

Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer

(2017) Babak Ehteshami Bejnordi et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Improving Patient Safety: Avoiding Unread Imaging Exams in the National VA Enterprise Electronic Health Record

(2017) Sarah Bastawrous et al.   JOURNAL OF DIGITAL IMAGING

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Deep Learning at Chest Radiography: Automated Classification of Pulmonary Tuberculosis by Using Convolutional Neural Networks

(2017) Paras Lakhani et al.   RADIOLOGY

Radiologist shortage leaves patient care at risk, warns royal college

(2017) Abi Rimmer   BMJ-British Medical Journal

Radiologist shortage leaves patient care at risk, warns royal college

(2017) Abi Rimmer   BMJ-British Medical Journal

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

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

(2016) Varun Gulshan et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Computer-aided Detection Improves Detection of Pulmonary Nodules in Chest Radiographs beyond the Support by Bone-suppressed Images

(2014) Steven Schalekamp et al.   RADIOLOGY

A Comparison of Computer-Aided Detection (CAD) Effectiveness in Pulmonary Nodule Identification Using Different Methods of Bone Suppression in Chest Radiographs

(2013) Ronald D. Novak et al.   JOURNAL OF DIGITAL IMAGING

Interpretation of Plain Chest Roentgenogram

(2012) Suhail Raoof et al.   CHEST

Chest Radiography Validity in Screening Pulmonary Tuberculosis in Immigrants From a High-Burden Country

(2012) Zohar Mor et al.   Respiratory Care

pROC: an open-source package for R and S+ to analyze and compare ROC curves

(2011) Xavier Robin et al.   BMC BIOINFORMATICS

White Paper Report of the 2010 RAD-AID Conference on International Radiology for Developing Countries: Identifying Sustainable Strategies for Imaging Services in the Developing World

(2011) Rodney D. Welling et al.   Journal of the American College of Radiology

A Comparison of Four Versions of a Computer-aided Detection System for Pulmonary Nodules on Chest Radiographs

(2010) Moulay Meziane et al.   JOURNAL OF THORACIC IMAGING