Evidence map›Paper›PMID 40647622›Full record

ArticleDiagnostics (Basel, Switzerland)2025

Performance Evaluation of Four Deep Learning-Based CAD Systems and Manual Reading for Pulmonary Nodules Detection, Volume Measurement, and Lung-RADS Classification Under Varying Radiation Doses and Reconstruction Methods.

Sifan Chen, Lingqi Gao, Maolu Tan, Ke Zhang, Fajin Lv

Abstract read
In one paragraph

Article in Diagnostics (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

5 authors.

Sifan ChenDepartment of Radiology, First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China.
Lingqi GaoDepartment of Radiology, First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China.ORCID 0009-0001-3502-2993
Maolu TanDepartment of Radiology, First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China.
Ke ZhangDepartment of Radiology, First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China.
Fajin LvDepartment of Radiology, First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China.

Funding

Chongqing Health Appropriate Technology Promotion Project 2023jstg044Joint Project of Chongqing Health Commission and Science and Technology Bureau 2022ZDXM006Key Project of Technological Innovation and Application Development of Chongqing Science and Technology Bureau CSTC2021jscxksbN0030National Key R&D Program of China No.2020YFA0714002
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

computer-aided diagnosisdeep learningphantom studypulmonary nodulevolume rendering

Identifiers

PMID40647622
PMCPMC12248771

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.