Evidence map›Paper›PMID 42589761›Full record

ArticlePolymers2026

Quantitative Analysis of Composite Polymeric Membrane Structure Using Contour Morphological Heterogeneity Functions.

Georgy Rytikov, Fedor Doronin, Yuriy Rudyak, Andrey Evdokimov, Alexander Tarasov, Victor Nazarov

Abstract read
In one paragraph

Article in Polymers, 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

6 authors.

Georgy RytikovFaculty of Printing Industry, Moscow Polytechnic University, 107023 Moscow, Russia.ORCID 0000-0001-5521-8662
Fedor DoroninFaculty of Printing Industry, Moscow Polytechnic University, 107023 Moscow, Russia.ORCID 0000-0002-0407-060X
Yuriy RudyakFaculty of Printing Industry, Moscow Polytechnic University, 107023 Moscow, Russia.
Andrey EvdokimovFaculty of Printing Industry, Moscow Polytechnic University, 107023 Moscow, Russia.
Alexander TarasovTechnofilter Research-and-Manufacturing Enterprise, 600031 Vladimir, Russia.
Victor NazarovFaculty of Printing Industry, Moscow Polytechnic University, 107023 Moscow, Russia.

Funding

Russian Science Foundation 25-79-40001
6 · The paper itself

Abstract

We have developed a quantitative method for characterizing the actual multilayer polymer material-made membranes' architecture with a computer analysis of their scanning electron microscopy (SEM) images. The proposed approach consists of contour morphological heterogeneity function (CMHF) calculations. The approbation was carried out on polysulfone, polytetrafluoroethylene and polyimide-made membranes. The corresponding CMHF series were computed for different depths. It was possible to identify the structural zones' location for all the considered membranes. The developed technique provides the possibility of standardizing the SEM images' analysis and determining the thicknesses of the surface, transition and volumetric layers of filtering and separating equipment elements. The suggested algorithm can automate the membrane's structure and architecture metrological analysis with computer vision techniques.

Indexed as

bulk and transition layerscomputer visioncontour morphological heterogeneity functionsfilteringimage quantitative analysismembrane architecturescanning electron microscopyseparatingspatial distributionstructural heterogeneitysurface

Identifiers

PMID42589761
PMCPMC13467587

What OpenQuestion holds

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Registered trials

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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.