Evidence map›Paper›PMID 42050134›Full record

ArticleEuropean archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery2026

Machine learning for predicting muscle loss after radiotherapy using clinical and toxicity data in oral cavity cancer.

Ning-Hsiang Weng, Jhen-Bin Lin, Ya-Ting Jan, Yi-Hsuan Lin, Yi-Shing Leu, Yu-Jen Chen, Kun-Pin Wu, Jie Lee

Abstract read
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In one paragraph

Article in European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery, 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.

Ning-Hsiang WengInstitute of Biomedical Informatics, National Yang Ming Chiao Tung University, Taipei, Taiwan.
Jhen-Bin LinDepartment of Radiation Oncology, Changhua Christian Hospital, Changhua, Taiwan.
Ya-Ting JanDepartment of Radiology, MacKay Memorial Hospital, Taipei, Taiwan.
Yi-Hsuan LinInstitute of Biomedical Informatics, National Yang Ming Chiao Tung University, Taipei, Taiwan.
Yi-Shing LeuDepartment of Otolaryngology and Head Neck Surgery, MacKay Memorial Hospital, Taipei, Taiwan.
Yu-Jen ChenDepartment of Radiation Oncology, MacKay Memorial Hospital, 92, Section 2, Chung Shan North Road, Taipei, 10449, Taiwan.
Kun-Pin Wu *Institute of Biomedical Informatics, National Yang Ming Chiao Tung University, Taipei, Taiwan.
Jie Lee *Department of Radiation Oncology, MacKay Memorial Hospital, 92, Section 2, Chung Shan North Road, Taipei, 10449, Taiwan. sinus.5706@mmh.org.tw.ORCID http://orcid.org/0000-0003-1445-2393

Funding

National Science and Technology Council MOST 110-2314-B-195-033National Science and Technology Council NSTC 113-2221-E-A49-167-MY3National Science and Technology Council NSTC 113-2314-B-195-011-MY3
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Artificial intelligenceOral cavity cancerRadiotherapySarcopeniaSkeletal muscleToxicity

Identifiers

PMID42050134

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.