Artificial Intelligence and Machine Learning in Radiology: Opportunities, Challenges, Pitfalls, and Criteria for Success

ImageNet Large Scale Visual Recognition Challenge

Olga Russakovsky, Jia Deng, Hao Su et al. · International Journal of Computer Vision · 2015 · 39.5K citations

Image Classification, Convolutional Neural Network, Machine Vision +7

Dermatologist-level classification of skin cancer with deep neural networks

Andre Esteva, Brett Kuprel, Roberto A. Novoa et al. · Nature · 2017 · 13K citations · Full text

Dermoscopic Image, Convolutional Neural Network, Deep Neural Networks +6

The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository

Kenneth Clark, Bruce A. Vendt, Kirk Smith et al. · Journal of Digital Imaging · 2013 · 4.5K citations · Full text

Cancer Imaging Archive, Engineering, Medical Imaging +15

Predicting the Future — Big Data, Machine Learning, and Clinical Medicine

Ziad Obermeyer, Ezekiel Emanuel · New England Journal of Medicine · 2016 · 3.3K citations · Full text

Engineering, Machine Learning, Intelligent Diagnostics +23

Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks

Dan Cireşan, Alessandro Giusti, Luca Maria Gambardella et al. · Lecture notes in computer science · 2013 · 1.5K citations

Convolutional Neural Network, Engineering, Digital Pathology +16