Evidence map›Paper›PMID 35052332›Full record

ArticleHealthcare (Basel, Switzerland)2022

A Noninvasive Risk Stratification Tool Build Using an Artificial Intelligence Approach for Colorectal Polyps Based on Annual Checkup Data.

Chieh Lee, Tsung-Hsing Lin, Chen-Ju Lin, Chang-Fu Kuo, Betty Chien-Jung Pai, Hao-Tsai Cheng, Cheng-Chou Lai, Tsung-Hsing Chen

Open access · goldAbstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Healthcare (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 2 pooled it
0.7field-weighted citation impact, top 29% 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

4 citing papers in PubMed, 2 syntheses or guidelines pooled it, 8 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Article
  4. Healthcare (Basel, Switzerland) · 2022
    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

8 authors at 5 institutions in 1 country.

Chieh LeeDepartment of Information Management, National Sun Yat-sen University, Kaohsiung 804, Taiwan.
Tsung-Hsing LinDepartment of Emergency Medicine, Kuang Tien General Hospital, Taichung City 433, Taiwan.
Chen-Ju LinDepartment of Industrial Engineering & Management, College of Engineering, Yuan Ze University, Chung-Li City 320, Taiwan.
Chang-Fu KuoDivision of Rheumatology, Allergy, and Immunology, Linkou Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Taoyuan 333, Taiwan.ORCID 0000-0002-9770-5730
Betty Chien-Jung PaiCraniofacial Orthodontics, Craniofacial Research Center, Chang Gung Memorial Hospital, Chang Gung University, Taoyuan 333, Taiwan.
Hao-Tsai ChengDivision of Gastroenterology and Hepatology, Department of Internal Medicine, New Taipei Municipal TuCheng Hospital, New Taipei City 236, Taiwan.
Cheng-Chou LaiDepartment of Colon and Rectal Surgery, Linkou Medical Center, Chang Gung Memorial Hospital, Taoyuan 333, Taiwan.
Tsung-Hsing ChenDepartment of Gastroenterology and Hepatology, Linkou Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Taoyuan 333, Taiwan.ORCID 0000-0001-8888-7985
Chang Gung University · TWChang Gung Memorial Hospital · TWKuang Tien General Hospital · TWNational Sun Yat-sen University · TWYuan Ze University · TW

Funding

Chang Gung Memorial Hospital CORPG3F0261
6 · The paper itself

Abstract

Colorectal cancer is the leading cause of cancer-related deaths worldwide, and early detection has proven to be an effective method for reducing mortality. The machine learning method can be implemented to build a noninvasive stratifying tool that helps identify patients with potential colorectal precancerous lesions (polyps). This study aimed to develop a noninvasive risk-stratified tool for colorectal polyps in asymptomatic, healthy participants. A total of 20,129 consecutive asymptomatic patients who underwent a health checkup between January 2005 and August 2007 were recruited. Positive relationships between noninvasive risk factors, such as age,

Indexed as

colorectal polypHelicobacter pylori infectionnon-invasiveprecancerous lesionsrandom forestrisk stratifying toolteeth disease

Identifiers

PMID35052332
PMCPMC8776068
OpenAlexW4205490672

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.