Evidence map›Paper›PMID 42882287›Full record

ArticleDiagnostics (Basel, Switzerland)2026

A Clinician-Configurable FAHP-Based Ensemble Framework for Multi-Label Chest X-Ray Classification.

Hui-Chu Chiu, Yu-Hsiang Tsai, Cheng-Hsuan Juan, Chia-Ching Chang, Ya-Hui Li, Deng-Yiu Chiu, Chun-Jung Juan

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

7 authors.

Hui-Chu ChiuPh.D. Program of Management, Chung-Hua University, Hsinchu 300, Taiwan.
Yu-Hsiang TsaiDepartment of Medical Imaging, China Medical University Hsinchu Hospital, Hsinchu 302, Taiwan.ORCID 0009-0005-6504-296X
Cheng-Hsuan JuanDepartment of Medical Imaging, China Medical University Hospital, Taichung 404, Taiwan.
Chia-Ching ChangDepartment of Medical Imaging, China Medical University Hsinchu Hospital, Hsinchu 302, Taiwan.
Ya-Hui LiDepartment of Medical Imaging, China Medical University Hsinchu Hospital, Hsinchu 302, Taiwan.
Deng-Yiu ChiuDepartment of Information Management, Chung-Hua University, Hsinchu 300, Taiwan.
Chun-Jung JuanDepartment of Medical Imaging, China Medical University Hsinchu Hospital, Hsinchu 302, Taiwan.ORCID 0000-0001-5219-0406

Funding

China Medical University Hsinchu Hospital CMUHCH-DMR-112-02; CMUHCH-DMR-113-001; CMUHCH-DMR-113-005
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

chest X-rayclinical decision supportdeep learningensemble learningfuzzy analytic hierarchy processmodel interpretability

Identifiers

PMID42882287
PMCPMC13664622

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.