GitHub repository: mcnoob88/echo_cnn
Primary language: Jupyter Notebook
Description: Cardiovascular related diseases have remained the leading cause of death of Malaysians. Machine learning has transformed many fields such as interpret echocardiogram. Echocardiography is both frequently used as a screening modality for healthy, asymptomatic patients as well as in order to diagnose and manage patients with complex cardiovascular disease. By using AI to interpret it, it can help medical personal to identify cardiac problem and view cardio structure more easily. The ability to use previous annotations and interpretations from clinical reports can greatly accelerate adoption of machine learning in medical imaging. The data from previous annotation will be feed through a neural network to be trained for classification. The model will be able to interpret echocardiogram accurately.