Evidence map›Paper›PMID 41857226›Full record

ArticleScientific reports2026

Quantitative assessment of apparent diffusion coefficient for neurological outcome prediction in status epilepticus: a pilot study.

Soo-Hyun Park, Byung-Euk Joo, Tae Jung Kim, Sang-Bae Ko, Kyungbok Lee, Dong-Eog Kim, Wi-Sun Ryu

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Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Soo-Hyun Park *Department of Neurology, Soonchunhyang University Seoul Hospital, 59, Daesagwan-ro, Yongsan-gu, Seoul, Korea. g2skhome@gmail.com.
Byung-Euk JooDepartment of Neurology, Soonchunhyang University Seoul Hospital, 59, Daesagwan-ro, Yongsan-gu, Seoul, Korea.
Tae Jung KimDepartment of Neurology, Seoul National University College of Medicine, Seoul, Korea.
Sang-Bae KoDepartment of Neurology, Seoul National University College of Medicine, Seoul, Korea.
Kyungbok LeeDepartment of Neurology, Soonchunhyang University Seoul Hospital, 59, Daesagwan-ro, Yongsan-gu, Seoul, Korea.
Dong-Eog KimDepartment of Neurology, Dongguk University Hospital, Goyang, Korea.
Wi-Sun Ryu *Artificial Intelligence R&D Center, JLK Inc, JLK TOWER, Teheran-ro 33-gil 5, Gangnam-gu, Seoul, Korea. wisunryu@jlkgroup.com.

Funding

Soonchunhyang University 2025
6 · The paper itself

Abstract

Status epilepticus (SE) is a neurological emergency with high morbidity and mortality. Early prognostication remains challenging, particularly in intensive care settings where clinical evaluations are limited. We investigated whether the voxel-wise proportion of preserved diffusion on diffusion-weighted imaging (DWI)—defined as the percentage of brain voxels with apparent diffusion coefficient (ADC) values between 600 and 1300 × 10⁻⁶ mm²/s—may represent a potential imaging marker associated with clinical outcomes that warrants further validation. We retrospectively analyzed 59 patients with SE who underwent DWI and electroencephalography within 72 h of seizure onset. ADC quantification was performed using a fully automated, segmentation-free pipeline. Patients were stratified by tertiles and dichotomized using a receiver operating characteristic (ROC)-derived threshold. The primary outcome was defined as a good outcome, corresponding to no change or improvement of at least one point on the modified Rankin Scale from premorbid baseline to hospital discharge. Patients in the highest ADC tertile had significantly better outcomes (odds ratio [OR] 5.67, p = 0.024). At the optimal threshold of 0.797, preserved ADC was associated with favorable outcomes after adjustment for clinical variables (OR 6.05, p = 0.045), along with younger age and lower EEG severity. A combined clinical–ADC model achieved an area under the ROC curve of 0.868. The preserved ADC was associated with improved outcome prediction and may provide exploratory imaging information for early risk assessment in patients with SE.

Indexed as

Diffusion Magnetic Resonance ImagingStatus EpilepticusAdultAgedBrainElectroencephalographyFemaleHumansMaleMiddle AgedPilot ProjectsPrognosisRetrospective StudiesROC CurveApparent diffusion coefficientArtificial intelligenceDiffusion-weighted imagingNeurocritical careOutcome predictionStatus epilepticus

Identifiers

PMID41857226
PMCPMC13139470

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LicenceCC BY-NC-ND
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.