Evidence map›Paper›PMID 36483770›Full record

ArticleFrontiers in bioengineering and biotechnology2022

MRI-based machine learning model: A potential modality for predicting cognitive dysfunction in patients with type 2 diabetes mellitus.

Zhigao Xu, Lili Zhao, Lei Yin, Yan Liu, Ying Ren, Guoqiang Yang, Jinlong Wu, Feng Gu, Xuesong Sun, Hui Yang and 6 more

Open access · goldAbstract read
In one paragraph

Article in Frontiers in bioengineering and biotechnology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
1.6field-weighted citation impact, top 17% 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

8 citing papers in PubMed, 1 synthesis or guideline pooled it, 13 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Article
  6. Prediction model for mild cognitive impairment in patients with type 2 diabetes using the autonomic function test.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2024
    Article
  7. Article
  8. Frontiers in cellular and infection microbiology · 2023
    Review
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

16 authors at 4 institutions in 1 country.

Zhigao XuDepartment of Radiology, Radiology-Based AI Innovation Workroom, The Third People's Hospital of Datong, Datong, China.
Lili ZhaoDepartment of Radiology, Radiology-Based AI Innovation Workroom, The Third People's Hospital of Datong, Datong, China.
Lei YinGraduate School, Changzhi Medical College, Changzhi, China.
Yan LiuDepartment of Endocrinology, The Third People's Hospital of Datong, Datong, China.
Ying RenDepartment of Materials Science and Engineering, Henan University of Technology, Zhengzhou, China.
Guoqiang YangCollege of Medical Imaging, Shanxi Medical University, Taiyuan, China.
Jinlong WuDepartment of Radiology, Radiology-Based AI Innovation Workroom, The Third People's Hospital of Datong, Datong, China.
Feng GuDepartment of Radiology, Radiology-Based AI Innovation Workroom, The Third People's Hospital of Datong, Datong, China.
Xuesong SunMedical Department, The Third People's Hospital of Datong, Datong, China.
Hui YangDepartment of Radiology, Radiology-Based AI Innovation Workroom, The Third People's Hospital of Datong, Datong, China.
Taisong PengDepartment of Radiology, The Second People's Hospital of Datong, Datong, China.
Jinfeng HuDepartment of Radiology, The Second People's Hospital of Datong, Datong, China.
Xiaogeng WangDepartment of Radiology, Affiliated Hospital of Datong University, Datong, China.
Minghao PangDepartment of Radiology, The People's Hospital of Yunzhou District, Datong, China.
Qiong DaiHuiying Medical Technology (Beijing) Co. Ltd, Beijing, China.
Guojiang ZhangDepartment of Cardiovasology, Department of Science and Education, The Third People's Hospital of Datong, Datong, China.
Xian Yang Central Hospital · CNChangzhi Medical College · CNFirst Hospital of Shanxi Medical University · CNHenan University of Technology · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

dementiamachine learning modelmild cognitive impairmentMRItype 2 diabetes mellitus

Identifiers

PMID36483770
PMCPMC9725113
OpenAlexW4309688772

What OpenQuestion 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 OpenQuestion graph.