Deep-learning-based object detection of pelvic autonomic nerves during total mesorectal excision

doi:10.3748/wjg.121592

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World Journal of Gastroenterology

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1007-9327

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Baishideng Publishing Group Inc, 7041 Koll Center Parkway, Suite 160, Pleasanton, CA 94566, USA

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Copyright: ©Author(s) 2026. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution-NonCommercial (CC BY-NC 4.0) license. No commercial re-use. See permissions. Published by Baishideng Publishing Group Inc.

World J Gastroenterol. Aug 14, 2026; 32(30): 121592
Published online Aug 14, 2026. doi: 10.3748/wjg.121592

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Figure 2 Visualization of object detection results by the deep learning model. A-E: First row: Manual annotation boxes with confidence > 90%; F-J: Second row: Corresponding prediction boxes by the deep learning model. IMP: Inferior mesenteric plexus; SHP: Superior hypogastric plexus; HN: Hypogastric nerves; PN: Pelvic nerve; NVB: Neurovascular bundle.

Citation: Zhang Q, Li J, Meng T, Chen ZF, Zhou XZ, Lu XR. Deep-learning-based object detection of pelvic autonomic nerves during total mesorectal excision. World J Gastroenterol 2026; 32(30): 121592
URL: https://www.wjgnet.com/1007-9327/full/v32/i30/121592.htm
DOI: https://dx.doi.org/10.3748/wjg.121592

Zhang Q, Li J, Meng T, Chen ZF, Zhou XZ, Lu XR. Deep-learning-based object detection of pelvic autonomic nerves during total mesorectal excision. World J Gastroenterol 2026; 32(30): 121592 [DOI: 10.3748/wjg.121592]

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