Automated Classification of Blood Loss from Transurethral Resection of the Prostate Surgery Videos Using Deep Learning Technique

Automated Classification of Blood Loss from Transurethral Resection of the Prostate Surgery Videos Using Deep Learning Technique

Transurethral resection of the prostate (TURP) is a surgical removal of obstructing prostate tissue. The total bleeding area is used to determine the performance of the TURP surgery. Although the traditional method for the detection of bleeding areas provides accurate results, it cannot detect them...

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Bibliographic Details
Main Authors: Jian-Wen Chen, Wan-Ju Lin, Chun-Yuan Lin, Che-Lun Hung, Chen-Pang Hou, Ching-Che Cho, Hong-Tsu Young, Chuan-Yi Tang
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Applied Sciences
Subjects:
U-Net model
ResNet-50 model
HSV color space
transurethral resection of the prostate (TURP)
classification of bleeding area
blood loss
Online Access:https://www.mdpi.com/2076-3417/10/14/4908

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https://www.mdpi.com/2076-3417/10/14/4908

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