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Fast and accurate classification of echocardiograms using deep learning
[article]
2017
arXiv
pre-print
Echocardiography is essential to modern cardiology. However, human interpretation limits high throughput analysis, limiting echocardiography from reaching its full clinical and research potential for precision medicine. Deep learning is a cutting-edge machine-learning technique that has been useful in analyzing medical images but has not yet been widely applied to echocardiography, partly due to the complexity of echocardiograms' multi view, multi modality format. The essential first step
arXiv:1706.08658v1
fatcat:vrp7okdfb5gy3ipzpuwz5ywiwq