Evidence map›Paper›PMID 42738359›Full record

ArticleCancers2026

Interpretable Machine Learning for Predicting Radiation-Induced Hypothyroidism in Head and Neck Cancer: A Dual-Center Retrospective Study.

Wenhui Li, Ying Zhang, Yangyang Ji, Rui Jian, Zequn Jia, Ziyu Wei, Yingjun Liu, Hua Zhou, Hongyang Yu

Abstract read
In one paragraph

Article in Cancers, 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

9 authors.

Wenhui LiDepartment of Radiation Oncology, The Second Affiliated Hospital of Harbin Medical University, Harbin 150086, China.ORCID 0009-0002-2557-6615
Ying ZhangDepartment of Radiation Oncology, The Second Affiliated Hospital of Harbin Medical University, Harbin 150086, China.
Yangyang JiSchool of Computer and Big Data, Heilongjiang University, Harbin 150080, China.ORCID 0009-0003-0160-5650
Rui JianDepartment of Radiation Oncology, The Second Affiliated Hospital of Harbin Medical University, Harbin 150086, China.
Zequn JiaDepartment of Radiation Oncology, The Second Affiliated Hospital of Harbin Medical University, Harbin 150086, China.
Ziyu WeiDepartment of Radiation Oncology, The Second Affiliated Hospital of Harbin Medical University, Harbin 150086, China.
Yingjun LiuDepartment of Radiation Oncology, The Second Affiliated Hospital of Harbin Medical University, Harbin 150086, China.
Hua ZhouDepartment of Radiation Oncology, The First Affiliated Hospital of Kunming Medical University, Kunming 650032, China.
Hongyang YuDepartment of Radiation Oncology, The Second Affiliated Hospital of Harbin Medical University, Harbin 150086, China.

Funding

Harbin Medical University No. YJSKY2025-112
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

head and neck cancerinterpretabilityLightGBMmachine learningradiation-induced hypothyroidismSHAP

Identifiers

PMID42738359
PMCPMC13564486

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.