Real-time and accurate estimation of surgical hemoglobin loss using deep learning-based medical sponges image analysis
Kai Li,
Zexin Cheng,
Junjie Zeng
et al.
Abstract:Real-time and accurate estimation of surgical hemoglobin (Hb) loss is essential for fluid resuscitation management and evaluation of surgical techniques. In this study, we aimed to explore a novel surgical Hb loss estimation method using deep learning-based medical sponges image analysis. Whole blood samples of pre-measured Hb concentration were collected, and normal saline was added to simulate varying levels of Hb concentration. These blood samples were distributed across blank medical sponges to generate bl… Show more
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