Evidence map›Paper›PMID 39413822›Full record

ArticlePhysics in medicine and biology2024

Deep learning-based automatic contour quality assurance for auto-segmented abdominal MR-Linac contours.

Mohammad Zarenia, Ying Zhang, Christina Sarosiek, Renae Conlin, Asma Amjad, Eric Paulson

Abstract read
In one paragraph

Article in Physics in medicine and biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
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

6 authors.

Mohammad ZareniaDepartment of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, United States of America.ORCID 0000-0002-0884-0958
Ying ZhangDepartment of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, United States of America.
Christina SarosiekDepartment of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, United States of America.ORCID 0000-0002-2765-6187
Renae ConlinDepartment of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, United States of America.
Asma AmjadDepartment of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, United States of America.
Eric PaulsonDepartment of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI, United States of America.

Funding

Machine learning accelerated on-line adaptive replanningR01CA247960 · NCI · MEDICAL COLLEGE OF WISCONSIN · PI PAULSON, ERIC S · 2020 to 2024
$2.4M
NCI NIH HHS R01 CA247960
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

AbdomenAutomationDeep LearningImage Processing, Computer-AssistedMagnetic Resonance ImagingHumansPancreasQuality Assurance, Health CareQuality ControlRadiotherapy, Image-Guidedabdominal MRIadaptive radio therapycontour quality assurancedeep learningMR-Linac

Identifiers

PMID39413822
PMCPMC11551967

What OpenQuestion holds

Textmetadata
LicenceTDM
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.