Evidence map›Paper›PMID 42739182›Full record

ArticleDiagnostics (Basel, Switzerland)2026

Explainable Deep Learning for MRI-Negative Temporal Lobe Epilepsy: Classification and Brain Region Analysis.

He Wang, Yilin Jiang, Kaiyue Wu, Jiechuan Ren, Wenhan Hu, Zhimei Li, Chunlan Yang, Ying Duan

Abstract read
PubMed Full text at PMC Publisher
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

8 authors.

He WangCollege of Chemistry and Life Science, Beijing University of Technology, Beijing 100124, China.
Yilin JiangCollege of Chemistry and Life Science, Beijing University of Technology, Beijing 100124, China.
Kaiyue WuCollege of Chemistry and Life Science, Beijing University of Technology, Beijing 100124, China.
Jiechuan RenBeijing Tiantan Hospital, Capital Medical University, Beijing 100050, China.
Wenhan HuDepartment of Neurosurgery, Tiantan Hospital, Beijing 100070, China.
Zhimei LiBeijing Tiantan Hospital, Capital Medical University, Beijing 100050, China.
Chunlan YangCollege of Chemistry and Life Science, Beijing University of Technology, Beijing 100124, China.ORCID 0000-0001-7576-8549
Ying DuanBeijing Universal Medical Imaging Diagnostic Center, Beijing 100039, China.

Funding

Beijing Nova Program No. 20230484469National Natural Science Foundation of China No. 31640035National Natural Science Foundation of China No. 82471496
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

explainable artificial intelligencehierarchicallayer-wise relevance propagationMRI-negativemultiscale residual networktemporal lobe epilepsy

Identifiers

PMID42739182
PMCPMC13564640

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.