Evidence map›Paper›PMID 41272648›Full record

ArticleBMC medical education2025

Bridging the skill gap in breast ultrasound: a PDCA management for standardized reporting and accurate BI-RADS categorization in postgraduate medical education.

Chang Liu, Heng Xue, Mingyu Bai, Bo Zhao, Ligang Cui, Jie Jiang

Abstract read
In one paragraph

Article in BMC medical education, 2025. 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

6 authors.

Chang Liu *Department of Ultrasound, Peking University Third Hospital, No. 49 North Garden Road, Haidian District, Beijing, 100191, China.
Heng Xue *Department of Ultrasound, Peking University Third Hospital, No. 49 North Garden Road, Haidian District, Beijing, 100191, China.
Mingyu BaiDepartment of Ultrasound, Peking University Third Hospital, No. 49 North Garden Road, Haidian District, Beijing, 100191, China.
Bo ZhaoDepartment of Ultrasound, Peking University Third Hospital, No. 49 North Garden Road, Haidian District, Beijing, 100191, China.
Ligang CuiDepartment of Ultrasound, Peking University Third Hospital, No. 49 North Garden Road, Haidian District, Beijing, 100191, China. cuijuegang@126.com.
Jie JiangDepartment of Ultrasound, Peking University Third Hospital, No. 49 North Garden Road, Haidian District, Beijing, 100191, China. jiangjie_us@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundBreast cancer is the most common malignant tumor in women; breast ultrasound is crucial for its diagnosis, but its accuracy and standardization (especially in BI-RADS application) are operator-dependent. Peking University Third Hospital faced challenges related to suboptimal ultrasound reporting compliance and excessively high positive predictive value (PPV) of BI-RADS 4 A lesions. This study aimed to evaluate the effectiveness of the Plan-Do-Check-Act (PDCA) cycle as a management tool in postgraduate medical education to bridge this skill gap.

methodsA retrospective study was conducted in a multi-campus academic institution. Throughout 2024, an educational intervention based on the PDCA cycle was implemented. Key educational outcome metrics, including BI-RADS categorization rate, reporting compliance rate, ultrasonographic-pathologic concordance rate, and PPV, were compared between the pre-PDCA and post-PDCA groups.

resultsThe reporting compliance rate significantly increased from 87.18% to 94.96% (P < 0.001), exceeding the predefined target of ≥ 90%. Meanwhile, the PPV of BI-RADS 4 A lesions decreased significantly from 19.78% to 11.93% (P < 0.05), which not only met the goal of ≤ 15% but also more closely aligned with the recommended range of 2%–10%. The BI-RADS categorization rate and ultrasonographic-pathologic concordance rate remained high and unchanged.

conclusionsPDCA cycle effectively improves breast ultrasound reporting standardization and accuracy of BI-RADS 4 A categorization in radiologists’ postgraduate education, providing evidence for enhancing medical education quality and homogeneous healthcare.

Indexed as

Breast NeoplasmsClinical CompetenceEducation, Medical, GraduateUltrasonography, MammaryFemaleHumansRetrospective StudiesBreast imaging reporting and data systemBreast ultrasoundPlan-Do-Check-Act cyclePostgraduate medical educationQuality improvement

Identifiers

PMID41272648
PMCPMC12752340

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.