Development and validation of a multi-slice CTA-based prediction model for poor outcomes in isolated superior mesenteric artery dissection

A random forest model constructed based on MSCTA imaging features and clinical indicators can effectively predict poor outcomes in patients with ISMAD. Blood lactate levels, VAS score for abdominal pain, minimum true lumen diameter, degree of SMA trunk stenosis, intestinal wall thickening, and extent of false lumen thrombosis were identified as key predictors.

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Publication Details

Journal
Frontiers in Surgery
Published
2026-01-09
DOI
https://doi.org/10.3389/fsurg.2025.1710031
Primary Topic
Abdominal vascular conditions and treatments
Type
article
Field-Weighted Citation Impact
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article

Development and validation of a multi-slice CTA-based prediction model for poor outcomes in isolated superior mesenteric artery dissection

Zeyu Tang, Bosheng He, Kai Zhang, Huimin Hong et al.
Frontiers in Surgery
Abdominal vascular conditions and treatments
article

Development and validation of a multi-slice CTA-based prediction model for poor outcomes in isolated superior mesenteric artery dissection

Zeyu Tang, Bosheng He, Kai Zhang, Huimin Hong, Qiangrong Wang, Jing Feng
article en

Abstract

A random forest model constructed based on MSCTA imaging features and clinical indicators can effectively predict poor outcomes in patients with ISMAD. Blood lactate levels, VAS score for abdominal pain, minimum true lumen diameter, degree of SMA trunk stenosis, intestinal wall thickening, and extent of false lumen thrombosis were identified as key predictors.

Frontiers in SurgeryVol. 12
Hebei Medical University (CN), Nantong University (CN), Wenzhou Medical University (CN), Affiliated Hospital of Nantong University (CN), Xingtai People's Hospital (CN), Dongyang People's Hospital (CN)
No poverty
Openalex Percentile: Top 93%
Abdominal vascular conditions and treatments
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Development and validation of a multi-slice CTA-based prediction model for poor outcomes in isolated superior mesenteric artery dissection — Zeyu Tang, Bosheng He, et al. · Frontiers in Surgery (2026) | TGRS Research Map | TGRS