Evidence map›Paper›PMID 41968530›Full record

Observational studyCurrent medical imaging2026

Improvement in the Image Quality of Bile and Pancreatic Ducts with Dual- Layer Spectral CT.

Xiaoyi Bai, Kai Liao, Zhihan Wu, Mo Chen, Wang Rui, Kai Deng

Abstract readObservational Study
In one paragraph

Observational study in Current medical imaging, 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

6 authors.

Xiaoyi BaiDepartment of Gastroenterology and Hepatology, West China Hospital, Sichuan University, Chengdu, China.
Kai LiaoDepartment of Radiology, West China Hospital, Sichuan University, Chengdu, China.
Zhihan WuDepartment of Gastroenterology and Hepatology, West China Hospital, Sichuan University, Chengdu, China.
Mo ChenDepartment of General Practice, Hospital of Chengdu Office of People's Government of Tibetan, Chengdu, China.
Wang RuiDepartment of Gastroenterology and Hepatology, West China Hospital, Sichuan University, Chengdu, China.
Kai DengDepartment of Gastroenterology and Hepatology, West China Hospital, Sichuan University, Chengdu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundWhile multiple imaging modalities have been developed for the evaluation of biliary and pancreatic ducts, none is considered ideal. Dual-layer Spectral Computed Tomography (DSCT) offers potential advantages through dual-energy acquisition and spectral imaging, but its application for biliopancreatic ducts remains unclear. The objective of this retrospective observational study was to evaluate image quality and determine the optimal energies of Virtual Monoenergetic Images (VMIs) from DSCT of biliary and pancreatic ducts. MATERIALS AND

methodsWe analyzed contrast-enhanced abdominal DSCT images of 75 patients with normal ductal anatomy. Both conventional Polyenergetic Images (PEIs) and VMIs at energy levels ranging from 40-140 keV (10-keV intervals) were reconstructed. The ductal system was categorized into four groups: intrahepatic bile ducts (Group A), extrahepatic bile ducts (Group B), pancreatic ducts (Group C), and the main pancreatic ducts (Group D). Objective image quality parameters, including CT values, image noise, the Contrast-to-Noise Ratio (CNR), and the Signal-to-Noise Ratio (SNR), were systematically measured and compared across different energy levels.

resultsCompared with the PEIs, the VMIs reconstructed at low keV levels via DSCT demonstrated superior image quality across the four groups. Significant differences in CNR values were observed between VMIs at 40 keV and PEIs in Group A [4.30 (2.79, 6.15) vs. 3.37 (2.52, 4.32), p = 0.013], Group B [10.46 (8.41, 12.43) vs. 5.83 (4.47, 6.94), p < 0.001], Group C [11.50 (9.05, 14.48) vs. 5.34 (4.31, 6.56), p < 0.001], and Group D [9.11 (7.00, 11.86) vs. 5.36 (4.34, 6.95), p < 0.001]. DISCUSSION: This suggests a clear advantage of low-energy VMIs in depicting subtle ductal anatomy that is poorly visualized on standard CT. The consistent reduction in image quality metrics with increasing energy further supports the use of low-keV settings for soft-tissue duct evaluation. Limitations, including the retrospective design and single-vendor platform, are acknowledged.

conclusionCompared with conventional images, VMIs at low keV exhibit superior image quality; thus, VMIs may be incorporated into routine clinical imaging protocols.

Indexed as

Bile DuctsPancreatic DuctsRadiographic Image Interpretation, Computer-AssistedTomography, X-Ray ComputedAdultAgedContrast MediaFemaleHumansMaleMiddle AgedRetrospective StudiesSignal-To-Noise RatioContrast MediaBiliary duct imagingDual-layer spectral detector CTImage quality optimizationPancreatic duct imagingRadiomic feature stabilityVirtual monochromatic images

Identifiers

PMID41968530
PMCPMC13584084

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.