Novel automated vessel pattern characterization of larynx contact endoscopic video images.

Nazila EsmaeiliAlfredo IllanesAxel BoeseNikolaos DavarisChristoph ArensMichael Friebe

Published in: International journal of computer assisted radiology and surgery (2019)

These promising results show that the proposed method could solve the problem of subjectivity in interpretation of vascular patterns and also support the clinicians in the early detection of benign, pre-malignant and malignant lesions.

Keyphrases

deep learning
machine learning
ultrasound guided
convolutional neural network
palliative care
high throughput
endoscopic submucosal dissection