Detecting poststroke epilepsy in nationwide administrative data: A validation study using Swedish registers

Our findings demonstrate the potential of administrative data to reliably identify PSE cases, supporting the use of these algorithms for large-scale studies of treatment and outcomes. Stricter algorithms, limited to G40 codes for epilepsy or requiring ASM prescriptions, improve accuracy but at the cost of missing more cases. Limitations include the inability to calculate sensitivity due to study design, and the need for local validation before use in other healthcare systems.

Authors

Institutions

Publication Details

Journal
PLoS ONE
Published
2025-08-12
DOI
https://doi.org/10.1371/journal.pone.0329012
Primary Topic
Epilepsy research and treatment
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Detecting poststroke epilepsy in nationwide administrative data: A validation study using Swedish registers

David Larsson, André Idegård
PLoS ONE
Epilepsy research and treatment
article

Detecting poststroke epilepsy in nationwide administrative data: A validation study using Swedish registers

David Larsson, André Idegård
article en

Abstract

Our findings demonstrate the potential of administrative data to reliably identify PSE cases, supporting the use of these algorithms for large-scale studies of treatment and outcomes. Stricter algorithms, limited to G40 codes for epilepsy or requiring ASM prescriptions, improve accuracy but at the cost of missing more cases. Limitations include the inability to calculate sensitivity due to study design, and the need for local validation before use in other healthcare systems.

PLoS ONEVol. 20(8)
Sahlgrenska University Hospital (SE), Wallenberg Wood Science Center (SE), University of Gothenburg (SE)
Rune och Ulla Amlövs Stiftelse för Neurologisk och Reumatologisk Forskning
Openalex Percentile: Top 76%
Epilepsy research and treatment
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.