Ultrasound-based radiomics and clinical factors-based nomogram for early intracranial hypertension detection in patients with decompressive craniotomy

Ultrasound-based radiomics and clinical factors-based nomogram for early intracranial hypertension detection in patients with decompressive craniotomy

ObjectiveThis study aims to develop and validate a nomogram that combines traditional ultrasound radiomics features with clinical parameters to assess early intracranial hypertension (IH) following primary decompressive craniectomy (DC) in patients with severe traumatic brain injury (TBI). The study...

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Bibliographic Details
Main Authors: Zunfeng Fu, Lin Peng, Laicai Guo, Chao Qin, Yanhong Yu, Jiajun Zhang, Yan Liu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-02-01
Series:Frontiers in Medical Technology
Subjects:
ultrasound imaging
severe traumatic brain injury
intracranial pressure
ultrasound radiomics
machine learning
optic nerve sheath diameter
Online Access:https://www.frontiersin.org/articles/10.3389/fmedt.2025.1485244/full
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