Evidence map›Paper›PMID 34956741›Full record

ArticleIEEE journal of translational engineering in health and medicine2022

xViTCOS: Explainable Vision Transformer Based COVID-19 Screening Using Radiography.

Arnab Kumar Mondal, Arnab Bhattacharjee, Parag Singla, A P Prathosh

Abstract read
In one paragraph

Article in IEEE journal of translational engineering in health and medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
35citing papers in PubMed, 2 pooled it
–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

35 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
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  14. Ultrasound Image Analysis with Vision Transformers-Review.Diagnostics (Basel, Switzerland) · 2024
    Review
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  20. MLP-based classification of COVID-19 and skin diseases.Expert systems with applications · 2023
    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

4 authors.

Arnab Kumar MondalAmar Nath and Shashi Khosla School of Information TechnologyIndian Institute of Technology Delhi New Delhi 110016 India.ORCID 0000-0001-7297-374X
Arnab BhattacharjeeUQ-IITD Academy of ResearchIndian Institute of Technology Delhi New Delhi 110016 India.
Parag SinglaDepartment of Computer Science and EngineeringIndian Institute of Technology Delhi New Delhi 110016 India.
A P PrathoshDepartment of Electrical Communication EngineeringIndian Institute of Science (IISc) Bangalore 560 India.ORCID 0000-0002-8699-5760

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

COVID-19Deep LearningHumansRadiography, ThoracicSARS-CoV-2X-RaysAI for COVID-19 detectionCT scan and CXRdeep learningvision transformer

Identifiers

PMID34956741
PMCPMC8691725

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.