Deep Learning Models to Predict Fatal Pneumonia Using Chest X-Ray Images

<div>Patient selection flow. (a) Flowchart demonstrating the exclusion and inclusion of patients with pneumonia at Harasanshin Hospital. (b) Splitting of the CXR image datasets at pneumonia diagnosis for training and testing of the deep learning model using Google Cloud AutoML Vision and Sony Neural Network Console. CXR, chest X-ray.</div>

Canadian Respiratory Journal

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Figure 1

Figure 1: Deep Learning Models to Predict Fatal Pneumonia Using Chest X-Ray Images 