Utilizing heat maps as explainable artificial intelligence for detecting abnormalities on wrist and elbow radiographs

Learning Deep Features for Discriminative Localization

Bolei Zhou, Aditya Khosla, Àgata Lapedriza et al. · 2016 · 10.6K citations

Convolutional Neural Network, Engineering, Machine Learning +16

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

International Journal of Computer Vision · 2019 · 5.1K citations · Full text

Machine Vision, Machine Learning, Visual Explanations +7

Deep Inside Convolutional Networks: Visualising Image Classification\n Models and Saliency Maps

Karen Simonyan, Andrea Vedaldi, Andrew Zisserman · arXiv (Cornell University) · 2013 · 4.9K citations · Full text

Difficult elbow fractures: pearls and pitfalls.

Shawn W. O’Driscoll, Jesse B. Jupiter, Mark S. Cohen et al. · PubMed · 2003 · 603 citations

Skeletal Trauma, Radial Head, Fracture Diagnostics +11

Minimum information about clinical artificial intelligence modeling: the MI-CLAIM checklist

Beau Norgeot, Giorgio Quer, Brett K. Beaulieu‐Jones et al. · Nature Medicine · 2020 · 524 citations · Full text

Artificial Intelligence, Data Science, Medical Expert System +11