Evidence map›Paper›PMID 42351421›Full record

ArticleDiagnostics (Basel, Switzerland)2026

Feature Selection and Machine Learning Strategies for CT Radiomics-Based Survival Prediction in Non-Small Cell Lung Cancer: A Comparative Study.

Mohan Huang, Ashley Hui, Ching Wai Leung, Chun Lam Li, Tsz Lung Leung, Fuk-Hay Tang, Shing Yau Tam

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

7 authors.

Mohan HuangSchool of Medical and Health Sciences, Tung Wah College, Homantin, Hong Kong SAR, China.
Ashley HuiSchool of Medical and Health Sciences, Tung Wah College, Homantin, Hong Kong SAR, China.
Ching Wai LeungSchool of Medical and Health Sciences, Tung Wah College, Homantin, Hong Kong SAR, China.
Chun Lam LiSchool of Medical and Health Sciences, Tung Wah College, Homantin, Hong Kong SAR, China.
Tsz Lung LeungSchool of Medical and Health Sciences, Tung Wah College, Homantin, Hong Kong SAR, China.
Fuk-Hay TangSchool of Medical and Health Sciences, Tung Wah College, Homantin, Hong Kong SAR, China.ORCID 0000-0001-6530-7730
Shing Yau TamSchool of Medical and Health Sciences, Tung Wah College, Homantin, Hong Kong SAR, China.ORCID 0000-0002-5899-1041

Funding

University Grants Committee 2021-02-75 RMGS210201University Grants Committee RMGS240019
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

computed tomographyfeature selectionmachine learningnon-small cell lung cancerprognosisradiomicssurvival prediction

Identifiers

PMID42351421
PMCPMC13298526

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.