Evidence map›Paper›PMID 34447739›Full record

ArticleFrontiers in public health2021

Deep Fractional Max Pooling Neural Network for COVID-19 Recognition.

Shui-Hua Wang, Suresh Chandra Satapathy, Donovan Anderson, Shi-Xin Chen, Yu-Dong Zhang

RetractedOpen access · goldAbstract readRetracted Publication
In one paragraph

Article in Frontiers in public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It has been retracted, and should not be counted. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
2.6field-weighted citation impact, top 10% 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, 19 citations in OpenAlex.

  1. Review
  2. DCML: Deep contrastive mutual learning for COVID-19 recognition.Biomedical signal processing and control · 2022
    Article
  3. Article
  4. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors at 3 institutions in 3 countries.

Shui-Hua WangSchool of Mathematics and Actuarial Science, University of Leicester, Leicester, United Kingdom.
Suresh Chandra SatapathySchool of Computer Engineering, KIIT Deemed to University, Bhubaneswar, India.
Donovan AndersonSchool of Mathematics and Actuarial Science, University of Leicester, Leicester, United Kingdom.
Shi-Xin ChenNursing Department, The Fourth People's Hospital of Huai'an, Huai'an, China.
Yu-Dong ZhangSchool of Informatics, University of Leicester, Leicester, United Kingdom.
University of Leicester · GBHuai'an City Fourth People's Hospital · CNKIIT University · IN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

COVID-19PneumoniaAlgorithmsHumansNeural Networks, ComputerSARS-CoV-2average poolingconvolutional neural networkCOVID-19data augmentationfractional max poolingmodel averaging

Identifiers

PMID34447739
PMCPMC8383320
OpenAlexW3191075711

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.