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

Yang Xu; Menghao Fang; Qiuyu Fu; Mengqi Qu; Junyao Chen; Zexian Xie; Shike Hou; Lu Lu

ICASSP 2025accepted0 citations

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

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

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.

BibTeX

@inproceedings{icassp2025_mstbiheadctdetec,
  title = {MSTBI: Head CT Detection and Prognostic Assessment of Traumatic Brain Injury Dataset},
  author = {Yang Xu and Menghao Fang and Qiuyu Fu and Mengqi Qu and Junyao Chen and Zexian Xie and Shike Hou and Lu Lu},
  booktitle = {ICASSP 2025},
  year = {2025}
}