Paper2017
CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning
Pranav Rajpurkar et al.
Presents a convolutional neural network trained on over 100,000 chest X-rays that matches or exceeds practising radiologists at detecting pneumonia, an early and widely cited proof point for claims that deep learning can reach expert-level performance on a specific radiological reading task.
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