MSTBI: Head CT Detection and Prognostic Assessment of Traumatic Brain Injury Dataset

A high-quality traumatic brain injury (TBI) dataset is essential to intelligent assisted diagnosis. In this work, we present a new labeled public TBI dataset containing head CT scans and various examination variables. The dataset was collected from 545 patients with moderate to severe TBI and CT annotations were produced. We provide example applications of segmentation, multilabel classification, and in-hospital mortality prediction models.

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Published
2025-03-12
DOI
https://doi.org/10.1109/icassp49660.2025.10888247
Citations
1
Primary Topic
Medical Imaging and Analysis
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article
Field-Weighted Citation Impact
0.67
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MSTBI: Head CT Detection and Prognostic Assessment of Traumatic Brain Injury Dataset

Junyao Chen, Qiuyu Fu, Zexian Xie, Shike Hou et al.
1 citations
Medical Imaging and Analysis
0.67
article

MSTBI: Head CT Detection and Prognostic Assessment of Traumatic Brain Injury Dataset

Junyao Chen, Qiuyu Fu, Zexian Xie, Shike Hou, Yang Xu, Mengqi Qu, Menghao Fang, Lu Lu
article en
1 citations

Abstract

A high-quality traumatic brain injury (TBI) dataset is essential to intelligent assisted diagnosis. In this work, we present a new labeled public TBI dataset containing head CT scans and various examination variables. The dataset was collected from 545 patients with moderate to severe TBI and CT annotations were produced. We provide example applications of segmentation, multilabel classification, and in-hospital mortality prediction models.

Tianjin University (CN), University of International Relations (CN)
Good health and well-being
Openalex Percentile: Top 34%
Medical Imaging and Analysis
0.67
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