Evidence map›Paper›PMID 42049816›Full record

ArticleScientific reports2026

Stacked CT radiomics, deep learning and clinical feature models for differentiating benign and malignant solitary pulmonary nodules.

Jie Zong, Biyun Jiang, Haiyan Li, Zhiling Li

Abstract read
In one paragraph

Article in Scientific reports, 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

4 authors.

Jie ZongDepartment of Radiology, Huabei Petroleum Administration Bureau General Hospital, Renqiu City, Cangzhou, 062552, Hebei Province, People's Republic of China. thinking0204@163.com.
Biyun JiangCentral Laboratory, Huabei Petroleum Administration Bureau General Hospital, Renqiu, Hebei Province, China.
Haiyan LiDepartment of Radiology, Qianxi County People's Hospital, Qianxi, Hebei Province, China.
Zhiling LiDepartment of general surgery, Huabei Petroleum Administration Bureau General Hospital, Renqiu, Hebei Province, China.

Funding

Hebei Provincial Health Commission's Medical Research Project 20231282
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Deep learningProbability stackingRadiomicsSerological biomarkersSolitary pulmonary nodule

Identifiers

PMID42049816
PMCPMC13315583

What OpenQuestion holds

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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.