Incremental Prognostic Value of CT Indices Derived from Midline Shift and Hematoma Thickness in Acute Subdural Hematoma

Background: In acute subdural hematoma (ASDH), early risk stratification relies heavily on hematoma thickness (HT) and midline shift (MLS). Composite indices derived from these measures have been proposed to better characterize mass effect, but their incremental prognostic value beyond core clinical predictors remains uncertain. Methods: A prospective two-center cohort study of adults with ASDH was conducted. The primary outcome was 6-month unfavorable functional status (Glasgow Outcome Scale 1–3). Prespecified multivariable logistic regression models included a base model comprising age and admission Glasgow Coma Scale (GCS) and extended models incorporating either the MLS-to-HT ratio or the Zumkeller Index. Model performance was assessed using discrimination, calibration, decision curve analysis, and internal validation. Results: Among 152 patients, 112 (73.7%) had an unfavorable outcome. Both the MLS-to-HT ratio (adjusted OR 1.34 per 0.1-unit increase, 95% CI 1.09–1.65) and the Zumkeller Index (adjusted OR 1.13 per mm increase, 95% CI 1.01–1.28) were independently associated with outcome. The base model achieved an AUC of 0.78; addition of the MLS-to-HT ratio and Zumkeller Index yielded AUCs of 0.79 and 0.78, respectively, without materially improving overall model performance or clinical utility. Conclusion: In ASDH, CT-derived composite indices provide little incremental prognostic value beyond age and admission GCS and are unlikely to meaningfully improve clinical risk stratification. Preprint notice: This manuscript is a preprint and has not undergone peer review. The manuscript is currently under editorial consideration at Trauma Surgery & Acute Care Open.

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-09
DOI
https://doi.org/10.5281/zenodo.22673261
Primary Topic
Traumatic Brain Injury and Neurovascular Disturbances
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
preprint

Incremental Prognostic Value of CT Indices Derived from Midline Shift and Hematoma Thickness in Acute Subdural Hematoma

Meysam Panahi, M Kazemi, Helia Ghorbani, Alireza Shakerpour et al.
Zenodo (CERN European Organization for Nuclear Research)
Traumatic Brain Injury and Neurovascular Disturbances
preprint

Incremental Prognostic Value of CT Indices Derived from Midline Shift and Hematoma Thickness in Acute Subdural Hematoma

Meysam Panahi, M Kazemi, Helia Ghorbani, Alireza Shakerpour, Aidin Esrafilian Soltani, Mohammad Hossein Bahrami, Mahdi Mohebbi, Amin Esfandiari Kalajahi, Islam Nasiri, Niloofar ZareiFar, Mohammad Mehdi Shadravan, Soroush Allehabib Kia
preprint en

Abstract

Background: In acute subdural hematoma (ASDH), early risk stratification relies heavily on hematoma thickness (HT) and midline shift (MLS). Composite indices derived from these measures have been proposed to better characterize mass effect, but their incremental prognostic value beyond core clinical predictors remains uncertain. Methods: A prospective two-center cohort study of adults with ASDH was conducted. The primary outcome was 6-month unfavorable functional status (Glasgow Outcome Scale 1–3). Prespecified multivariable logistic regression models included a base model comprising age and admission Glasgow Coma Scale (GCS) and extended models incorporating either the MLS-to-HT ratio or the Zumkeller Index. Model performance was assessed using discrimination, calibration, decision curve analysis, and internal validation. Results: Among 152 patients, 112 (73.7%) had an unfavorable outcome. Both the MLS-to-HT ratio (adjusted OR 1.34 per 0.1-unit increase, 95% CI 1.09–1.65) and the Zumkeller Index (adjusted OR 1.13 per mm increase, 95% CI 1.01–1.28) were independently associated with outcome. The base model achieved an AUC of 0.78; addition of the MLS-to-HT ratio and Zumkeller Index yielded AUCs of 0.79 and 0.78, respectively, without materially improving overall model performance or clinical utility. Conclusion: In ASDH, CT-derived composite indices provide little incremental prognostic value beyond age and admission GCS and are unlikely to meaningfully improve clinical risk stratification. Preprint notice: This manuscript is a preprint and has not undergone peer review. The manuscript is currently under editorial consideration at Trauma Surgery & Acute Care Open.

Zenodo (CERN European Organization for Nuclear Research)
Zanjan University of Medical Sciences (IR), Tabriz University of Medical Sciences (IR), Shahrekord University of Medical Sciences (IR), Jahrom University of Medical Sciences (IR), Shahid Beheshti University of Medical Sciences (IR), Qazvin University of Medical Sciences (IR), Tehran University of Medical Sciences (IR)
Peace, Justice and strong institutions
Traumatic Brain Injury and Neurovascular Disturbances
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.