# <scp>SzCORE</scp>: Seizure Community Open‐Source Research Evaluation framework for the validation of <scp>electroencephalography</scp>‐based automated seizure detection algorithms

*PRI Rank #15 · Topics and Trends in Most Cited Epilepsy research and treatment Papers, Class of 2026*

*Canonical URL: https://pri.pepkio.com/top-papers/epilepsy-research-and-treatment/2026/rank-15*

| Field | Value |
| --- | --- |
| Rank | #15 |
| 18m citations | 29 |
| Journal | Epilepsia |
| Year | 2024 |
| DOI | 10.1111/epi.18113 |
| Corresponding authors | Jonathan Dan |
| Institution | EPFL, Switzerland |

**Ranking page:** [Topics and Trends in Most Cited Epilepsy research and treatment Papers, Class of 2026](https://pri.pepkio.com/top-papers/epilepsy-research-and-treatment/2026)

**Paper link:** [10.1111/epi.18113](https://doi.org/10.1111/epi.18113)

## Topics

SzCORE framework · Seizure detection · Seizure detection · EEG 10-20 seizure detection benchmark · electroencephalography (EEG) · seizure annotation standards · cross-validation strategies for seizure detection · performance metrics standardization · Long-term EEG monitoring · Long-term EEG monitoring · file format standardization · public EEG datasets · open-source software library · machine-learning benchmark for seizures · algorithm validation heterogeneity · clinical significance evaluation · epilepsy monitoring · Seizure detection · EEG data input standardization · reporting metrics for seizure detection

## Cite this ranking

```
Pepkio Research Index (PRI). Topics and Trends in Most Cited Epilepsy research and treatment Papers, Class of 2026. https://pri.pepkio.com/top-papers/epilepsy-research-and-treatment/2026. Accessed 2026-07-14.

Zheng Su, Tinsley Li, Thematic Shifts in Early-High-Impact Cancer Genomics and Diagnostics Research: A Bibliometric and Semantic Analysis. bioRxiv 2026.07.04.736459; doi: https://doi.org/10.64898/2026.07.04.736459
```