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Cardiovascular Deep Learning for High-Throughput Precision Phenotyping of Left Ventricular Hypertrophy

The under-recognition of hypertrophy, measuring error and variability, and difficulty distinguishing causes of increased wall thickness, such as hypertrophy, cardiomyopathy, and cardiac amyloidosis, all restricted early diagnosis and characterization of increased left ventricular (LV) wall thickness.

Cardiovascular Deep Learning for High-Throughput Precision Phenotyping of Left Ventricular Hypertrophy - Image

The under-recognition of hypertrophy, measuring error and variability, and difficulty distinguishing causes of increased wall thickness, such as hypertrophy, cardiomyopathy, and cardiac amyloidosis, all restricted early diagnosis and characterization of increased left ventricular (LV) wall thickness.