Deep-learning-based semantic segmentation of autonomic nerves from laparoscopic images of colorectal surgery: an experimental pilot study

Shigehiro Kojima, Daichi Kitaguchi, Takahiro Igaki, Kei Nakajima, Yuto Ishikawa, Yuriko Harai, Atsushi Yamada, Younae Lee, Kazuyuki Hayashi, Norihito Kosugi,

International Journal of Surgery · 2023 · 33 citations · 26 references

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Abstract

An approach for the deep-learning-based semantic segmentation of autonomic nerves was developed and experimentally validated. This model may facilitate intraoperative recognition during laparoscopic colorectal surgery.

References

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