Power and Phase Fusion Spectrogram with Three-Dimensional Convolution and Vision Transformer for Seizure Detection.

Yuyue Jiang, Zhuohan Wang, Yazhou Zhao, Weidong Zhou, Guoyang Liu

Abstract read

In one paragraph

Article in Diagnostics (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it

0cells of the map it votes in

0citing papers in PubMed

–field-weighted citation impact

1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Yuyue JiangSchool of Integrated Circuits, Shandong University, Jinan 250101, China.ORCID 0009-0002-5200-0187

Zhuohan WangSchool of Integrated Circuits, Shandong University, Jinan 250101, China.ORCID 0009-0003-4329-1100

Yazhou ZhaoTandon School of Engineering, New York University, New York, NY 10012, USA.

Weidong ZhouSchool of Integrated Circuits, Shandong University, Jinan 250101, China.ORCID 0000-0001-9481-1696

Guoyang LiuSchool of Integrated Circuits, Shandong University, Jinan 250101, China.ORCID 0000-0002-5879-809X

Funding

Guangdong Basic and Applied Basic Research Foundation No. 2025A1515011826 and 2026A1515010768Key Laboratory of Social Computing and Cognitive Intelligence (Dalian University of Technology), Ministry of Education No. SCCl2025YB02National Key Research and Development Program of China No. 2024YFC2418300 and 2024YFC2418303National Natural Science Foundation of China No. 62401342 and 62271291Natural Science Foundation of Shandong Province No. ZR2024QF092, ZR2024LZH007, and ZR2025ZD24Shenzhen Fundamental Research Program No. JCYJ20250604124702003

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

3D convolutional neural networkcontinuous wavelet transformseizure detectionvision transformer

Identifiers

PMID42449794

DOI10.3390/diagnostics16132012

PMCPMC13360219

What OpenQuestion holds

Textmetadata

LicenceCC BY

Read underepoch 390

Registered trials

None linked

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.