Evidence map›Paper›PMID 41949742›Full record

ArticlePhysical and engineering sciences in medicine2026

Dosiomics versus DVH-based machine learning models for predicting shoulder impairment in breast cancer patients.

Moghadaseh Khalghi Bizaki, Mohammad Fasih, Zahra Bgherpour, Pedram Fadavi, Majid Akhavan Hejazi Seyed, Donya Davoodi, Sepideh Soltani, Mojtaba Safari, Manijeh Beigi

Abstract read
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Article in Physical and engineering sciences in medicine, 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.

Moghadaseh Khalghi BizakiMedial Physics Graduate Program, Graduate School of Biomedical Sciences, University of Texas MD Anderson, Houston, TX, USA.
Mohammad FasihDepartment of Mathematics and Computer Science, Faculty of Statistics, Amirkabir University of Technology, Tehran, Iran.
Zahra BgherpourMedical Physics Department, School of Medicine, Iran University of Medical Sciences, Tehran, Iran.
Pedram FadaviDepartment of Radiation Oncology, School of Medicine, Shohadaye Haftom-E-Tir Hospital, Iran University of Medical Sciences, Tehran, Iran.
Majid Akhavan Hejazi SeyedHead, Brain and Spinal Cord Injuries Ward, Rofeideh Rehabilitation Hospital, University of Social Welfare and Rehabilitation Science, Tehran, Iran.
Donya DavoodiClinical Research Development Center, Rofeideh Rehabilitation Hospital, Tehran, Iran.
Sepideh SoltaniDepartment of Radiation Oncology, School of Medicine, Shohadaye Haftom-E-Tir Hospital, Iran University of Medical Sciences, Tehran, Iran.
Mojtaba SafariDepartment of Radiation Oncology and Winship Cancer Institute, Emory University, Atlanta, GA, USA.
Manijeh BeigiDepartment of Radiation Oncology, School of Medicine, Shohadaye Haftom-E-Tir Hospital, Iran University of Medical Sciences, Tehran, Iran. beiki.m@iums.ac.ir.ORCID http://orcid.org/0000-0002-1511-5391

Funding

Iran University of Medical Sciences 1403-1-4-28213
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Breast cancerDosiomicsRadiotherapyShoulder morbidity

Identifiers

PMID41949742

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.