Automated deep learning model for estimating intraoperative blood loss using gauze images

Abstract The intraoperative estimated blood loss (EBL), an essential parameter for perioperative management, has been evaluated by manually weighing blood in gauze and suction bottles, a process both time-consuming and labor-intensive. As the novel EBL prediction platform, we developed an automated...

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Bibliographic Details
Main Authors: Dan Yoon, Mira Yoo, Byeong Soo Kim, Young Gyun Kim, Jong Hyeon Lee, Eunju Lee, Guan Hong Min, Du-Yeong Hwang, Changhoon Baek, Minwoo Cho, Yun-Suhk Suh, Sungwan Kim
Format: Article
Language:English
Published: Nature Portfolio 2024-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-52524-3