Evidence map›Paper›PMID 42194279›Full record

ArticleBioengineering (Basel, Switzerland)2026

Impact of Simulated Artifacts on the Classification Performance of Apical Views in Transthoracic Echocardiography Using Convolutional Neural Networks.

Gabriela Bernadeta Orzeł-Łomozik, Łukasz Łomozik, Maciej Podolski, Martyna Rożek, Kalina Światlak, Weronika Radwan, Zuzanna Przybylska, Paulina Michalska, Maciej Pruski, Katarzyna Mizia-Stec

Abstract read
In one paragraph

Article in Bioengineering (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Gabriela Bernadeta Orzeł-Łomozik1st Department of Cardiology, Medical University of Silesia, 40-055 Katowice, Poland.ORCID 0000-0002-5387-9704
Łukasz ŁomozikFaculty of Mechanical Engineering, Silesian University of Technology, 44-100 Gliwice, Poland.
Maciej Podolski1st Department of Cardiology, Medical University of Silesia, 40-055 Katowice, Poland.ORCID 0009-0001-2195-1601
Martyna Rożek1st Department of Cardiology, Medical University of Silesia, 40-055 Katowice, Poland.ORCID 0009-0006-2002-7966
Kalina Światlak1st Department of Cardiology, Medical University of Silesia, 40-055 Katowice, Poland.ORCID 0009-0007-9406-6519
Weronika Radwan1st Department of Cardiology, Medical University of Silesia, 40-055 Katowice, Poland.ORCID 0009-0002-4634-9139
Zuzanna Przybylska1st Department of Cardiology, Medical University of Silesia, 40-055 Katowice, Poland.
Paulina Michalska1st Department of Cardiology, Medical University of Silesia, 40-055 Katowice, Poland.ORCID 0009-0007-4141-5906
Maciej PruskiDepartment of Cardiology, Polish-American Heart Clinics, 43-100 Tychy, Poland.
Katarzyna Mizia-Stec1st Department of Cardiology, Medical University of Silesia, 40-055 Katowice, Poland.ORCID 0000-0001-6907-2799

Funding

"Doktorat Wdrożeniowy 2023" Program (Ministerstwo Edukacji i Nauki, Poland), Doctoral School, Medical University of Silesia in Katowice PCTT/2541/2023
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

acoustic shadowingAICNNimage qualitymotion blurspeckle noisetransthoracic echocardiography

Identifiers

PMID42194279
PMCPMC13203184

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.