Evidence map›Paper›PMID 38577506›Full record

ArticleFrontiers in molecular biosciences2023

An automatic diagnosis model of otitis media with high accuracy rate using transfer learning.

Fangyu Qi, Zhiyu You, Jiayang Guo, Yongjun Hong, Xiaolong Wu, Dongdong Zhang, Qiyuan Li, Chengfu Cai

Open access · goldAbstract read
In one paragraph

Article in Frontiers in molecular biosciences, 2023. 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
1.7field-weighted citation impact, top 18% 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

3 citing papers in PubMed, 3 citations in OpenAlex.

  1. Article
  2. Review
  3. 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

8 authors at 4 institutions in 1 country.

Fangyu QiDepartment of Anesthesiology, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, China.
Zhiyu YouSchool of Medicine, Xiamen University, Xiamen, China.
Jiayang GuoSchool of Medicine, Xiamen University, Xiamen, China.
Yongjun HongZhongshan Hospital Affiliated to Xiamen University, Xiamen, China.
Xiaolong WuSchool of Medicine, Xiamen University, Xiamen, China.
Dongdong ZhangSchool of Medicine, Xiamen University, Xiamen, China.
Qiyuan LiSchool of Medicine, Xiamen University, Xiamen, China.
Chengfu CaiCollege of Otorhinolaryngology Head and Neck Surgery, Xiamen Haicang Hospital, Xiamen, China.
Academic Degrees & Graduate Education · CNXiamen University · CNXiamen Chang Gung Hospital · CNZhongshan Hospital of Xiamen University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

chronic suppurative otitis media (CSOM)computer-aided diagnosis (CAD)CT imagesmiddle ear cholesteatomatransfer learning (TL)

Identifiers

PMID38577506
PMCPMC10991843
OpenAlexW4393053078

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.