Evidence map›Paper›PMID 42884385›Full record

ArticleSensors (Basel, Switzerland)2026

Interpretable Multiscale Directed Temporal Graph Learning for MEG-Based Identification and Lateralization of Temporal Lobe Epilepsy.

Yilin Jiang, He Wang, Jun Yan, Shuicai Wu, Ting Wu, Chunlan Yang

Abstract read
In one paragraph

Article in Sensors (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

6 authors.

Yilin JiangCollege of Chemistry and Life Science, Beijing University of Technology, Beijing 100124, China.
He WangCollege of Chemistry and Life Science, Beijing University of Technology, Beijing 100124, China.
Jun YanCollege of Chemistry and Life Science, Beijing University of Technology, Beijing 100124, China.
Shuicai WuCollege of Chemistry and Life Science, Beijing University of Technology, Beijing 100124, China.
Ting WuDepartment of Radiology, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing 210029, China.ORCID 0009-0006-2362-4694
Chunlan YangCollege of Chemistry and Life Science, Beijing University of Technology, Beijing 100124, China.ORCID 0000-0001-7576-8549

Funding

Beijing Nova Program 20230484469Jiangsu Provincial Scientific Research Program for Traditional Chinese Medicine and Integrated Chinese-Western Medicine PDJH2026005Nanjing Municipal Science and Technology Bureau-Jiangsu Hengrui Pharmaceuticals Co., Ltd. Clinical Basic Research Project No. 202511083Peak Academic Talent Program of Jiangsu Provincial Hospital of Chinese Medicine No. k2026yrc22
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Epilepsy, Temporal LobeMagnetoencephalographyAdultBrainFemaleGraph Neural NetworksHumansMaleclassificationdirected brain networkGNNlateralizationMEGTLE

Identifiers

PMID42884385
PMCPMC13667426

What OpenQuestion holds

Textmetadata
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.