Evidence map›Paper›PMID 37073901›Full record

ArticleAJR. American journal of roentgenology2023

Development and External Validation of an Artificial Intelligence Model for Identifying Radiology Reports Containing Recommendations for Additional Imaging.

Nooshin Abbasi, Ronilda Lacson, Neena Kapoor, Andro Licaros, Jeffrey P Guenette, Kristine Specht Burk, Mark Hammer, Sonali Desai, Sunil Eappen, Sanjay Saini and 1 more

Open access · greenAbstract read
In one paragraph

Article in AJR. American journal of roentgenology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
0.7field-weighted citation impact, top 24% of its field
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

13 citing papers in PubMed, 17 citations in OpenAlex.

  1. Observational
  2. Article
  3. Review
  4. Article
  5. Observational
  6. Article
  7. Patient Photograph Association With Radiologist Recommendations for Additional Imaging.Journal of the American College of Radiology : JACR · 2025
    Observational
  8. Article
  9. Article
  10. Article
  11. Review
  12. Actionability of Recommendations for Additional Imaging in Head and Neck Radiology.Journal of the American College of Radiology : JACR · 2024
    Article
  13. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors at 2 institutions in 1 country.

Nooshin AbbasiDepartment of Radiology, Center for Evidence-Based Imaging, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.
Ronilda LacsonDepartment of Radiology, Brigham and Women's Hospital, Harvard Medical School, 75 Francis St, Boston, MA 02115.
Neena KapoorDepartment of Radiology, Center for Evidence-Based Imaging, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.
Andro LicarosDepartment of Radiology, Center for Evidence-Based Imaging, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.
Jeffrey P GuenetteDepartment of Radiology, Center for Evidence-Based Imaging, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.
Kristine Specht BurkDepartment of Radiology, Center for Evidence-Based Imaging, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.
Mark HammerDepartment of Radiology, Center for Evidence-Based Imaging, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.
Sonali DesaiDepartment of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.
Sunil EappenDepartment of Anesthesiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.
Sanjay SainiDepartment of Radiology, Center for Evidence-Based Imaging, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.
Ramin KhorasaniDepartment of Radiology, Center for Evidence-Based Imaging, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.
Brigham and Women's Hospital · USHarvard University · US

Funding

DECODE: Diagnostic Excellence Center on Diagnostic ErrorR18HS029348 · AHRQ · BRIGHAM AND WOMEN'S HOSPITAL · PI KHORASANI, RAMIN, LACSON, RONILDA · 2022 to 2025
$4.0M
AHRQ HHS R18 HS029348
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Artificial IntelligenceRadiologyDiagnostic ImagingFemaleHumansMaleMiddle AgedNatural Language ProcessingRadiographyRetrospective Studiesartificial intelligenceexternal validationnatural language processingquality and safety improvementrecommendations for additional imaging

Identifiers

PMID37073901
PMCPMC12794384
OpenAlexW4366352263

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.