Table · dataset · 2026
Table 1_Prognostic value of oedema findings on head CT in traumatic brain injury following road traffic accidents.docx
Listed in ZivaHub and Deakin Research Online and DMU Figshare and HKU DataHub and Swinburne Figshare and DaYta Ya Rona and SUNScholarData and figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.3389/fradi.2026.1941750.s001
Introduction<p>Existing CT-based prognostic models for traumatic brain injury (TBI) are not tailored to specific injury mechanisms and lack sensitivity to cerebral oedema changes.
Description
This study aimed to develop an assessment method for cerebral oedema and compare it with conventional CT scoring systems in predicting long-term outcomes in patients with TBI following road traffic accidents (RTAs).</p>Methods<p>A retrospective analysis was conducted on 227 patients with TBI following RTAs admitted to a single center (2019.1-2023.12).
A clinical prognostic model (IMPACT) was defined, comprising age, motor score, and pupillary light reflex. The A5 (+1) CT classification was defined based on the involvement of cerebral lobes by oedema and the resulting mass effect. The Marshall CT classification, Rotterdam CT score, Helsinki CT score, and A5 (+1) CT classification were added to the IMPACT model to assess their value in predicting outcomes using area under the curve (AUC).</p>Results<p>The AUC for A5 (+1) CT classification reached 0.849, surpassing Marshall CT classification (0.720, p < 0.001), Rotterdam CT score (0.745, p = 0.004), and Helsinki CT score (0.746, p = 0.002).
Read the rest (2 more)
Adding A5 (+1) CT classification to IMPACT model increased the AUC by 0.076 (p = 0.001). Adding Rotterdam CT score increased the AUC by 0.038 (p = 0.028), while incorporating Marshall CT classification and Helsinki CT score yielded no significant changes (p = 0.138, p = 0.057).</p>Discussion<p>The A5 (+1) CT classification outperforms conventional CT scoring systems in assessing long-term outcomes for patients with TBI following RTAs.
Its inclusion in the IMPACT model enhances predictive performance.</p>
Links
Where it is published
- DOI doi.org/10.3389/fradi.2026.1941750.s001 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Engineering · Engineering · Engineering · Engineering · Engineering · Engineering · Engineering · Engineering · Humanities · Humanities · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Radiology and organ imaging · Radiology and organ imaging · Radiology and organ imaging · Radiology and organ imaging · Radiology and organ imaging · Radiology and organ imaging · Radiology and organ imaging · Radiology and organ imaging · Radiology and organ imaging · Radiology and organ imaging · Radiology and organ imaging · Social Science · Social Science · Social Science · Social Science
- Inferred from text
- Computed tomography 50% · Tabular 65%
Provenance · 11 source records, 65 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/34046400 | 8 d ago | JSON v1 |
| Deakin Research Online | oai:figshare.com:article/34046400 | 8 d ago | JSON v1 |
| DMU Figshare | oai:figshare.com:article/34046400 | 8 d ago | JSON v1 |
| HKU DataHub | oai:figshare.com:article/34046400 | 8 d ago | JSON v1 |
| Swinburne Figshare | oai:figshare.com:article/34046400 | 8 d ago | JSON v1 |
| DaYta Ya Rona | oai:figshare.com:article/34046400 | 8 d ago | JSON v1 |
| SUNScholarData | oai:figshare.com:article/34046400 | 8 d ago | JSON v1 |
| figshare | oai:figshare.com:article/34046400 | 7 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34046400 | 7 d ago | JSON v1 |
| GRANTS Data | oai:figshare.com:article/34046400 | 7 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/34046400 | 6 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].anzsrc:field:320222 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['Radiology and Organ Imaging'] |
| concepts[field].anzsrc:field:320222 | mapping · figshare swinburne edu au | vocabulary-mapper@1.0.0 | keywords['Radiology and Organ Imaging'] |
| concepts[field].anzsrc:field:320222 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Radiology and Organ Imaging'] |
| concepts[field].anzsrc:field:320222 | mapping · scholardata sun ac za | vocabulary-mapper@1.0.0 | keywords['Radiology and Organ Imaging'] |
| concepts[field].anzsrc:field:320222 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Radiology and Organ Imaging'] |
| concepts[field].anzsrc:field:320222 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Radiology and Organ Imaging'] |
| concepts[field].anzsrc:field:320222 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Radiology and Organ Imaging'] |
| concepts[field].anzsrc:field:320222 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Radiology and Organ Imaging'] |
| concepts[field].anzsrc:field:320222 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Radiology and Organ Imaging'] |
| concepts[field].anzsrc:field:320222 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Radiology and Organ Imaging'] |
| concepts[field].anzsrc:field:320222 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Radiology and Organ Imaging'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare swinburne edu au | connector:figshare_swinburne_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare swinburne edu au | connector:figshare_swinburne_edu_au@1.0.0 | |
| concepts[field].local:field:engineering | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[modality].local:modality:ct | enrichment · zivahub uct ac za | keyword-concept-rules@1.0.0 | title+description (50%) |
| concepts[modality].local:modality:tabular | enrichment · zivahub uct ac za | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |