Differential diagnosis of common etiologies of left ventricular hypertrophy using a hybrid cnn-lstm model

HIGHLIGHTS

  • who: In-Chang Hwang from the Cardiovascular Center, Seoul National University have published the article: Differential diagnosis of common etiologies of left ventricular hypertrophy using a hybrid CNN-LSTM model, in the Journal: Scientific Reports Scientific Reports
  • what: Because the authors aimed to combine the CNN`s feature extraction from the DICOM images and the LSTM`s temporal information, the authors opted to extract 12 images/cardiac cycle, to avoid exhaustive amount of computing time from various lengths of input videos, while maintaining clinical u00adrelevance25. In this analysis, the authors extracted 12 images/cardiac cycle . . .

     

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