Evidence map›Paper›PMID 39409287›Full record

ArticleSensors (Basel, Switzerland)2024

Θ-Net: A Deep Neural Network Architecture for the Resolution Enhancement of Phase-Modulated Optical Micrographs

Shiraz S Kaderuppan, Anurag Sharma, Muhammad Ramadan Saifuddin, Wai Leong Eugene Wong, Wai Lok Woo

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–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

1 citing paper in PubMed.

  1. Precision Optical Metrology and Smart Sensing.Sensors (Basel, Switzerland) · 2024
    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

5 authors.

Shiraz S KaderuppanFaculty of Science, Agriculture & Engineering (SAgE), Newcastle University, Newcastle upon Tyne NE1 7RU, UK.ORCID 0000-0002-0317-8272
Anurag SharmaFaculty of Science, Agriculture & Engineering (SAgE), Newcastle University, Newcastle upon Tyne NE1 7RU, UK.ORCID 0000-0002-0810-4432
Muhammad Ramadan SaifuddinFaculty of Science, Agriculture & Engineering (SAgE), Newcastle University, Newcastle upon Tyne NE1 7RU, UK.ORCID 0000-0002-2697-4079
Wai Leong Eugene WongEngineering Cluster, Singapore Institute of Technology, 10 Dover Drive, Singapore 138683, Singapore.ORCID 0000-0003-1146-8285
Wai Lok WooComputer and Information Sciences, Sutherland Building, Northumbria University, Northumberland Road, Newcastle upon Tyne NE1 8ST, UK.ORCID 0000-0002-8698-7605

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Optical microscopy is widely regarded to be an indispensable tool in healthcare and manufacturing quality control processes, although its inability to resolve structures separated by a lateral distance under ~200 nm has culminated in the emergence of a new field named

Indexed as

biomedical imagingcomputational phase-modulated nanoscopydeep neural networksimage denoisinglabel-free optical imaging

Identifiers

PMID39409287
PMCPMC11478931

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.