Evidence map›Paper›PMID 40681721›Full record

ArticleScientific reports2025

Design and prototyping of a magnetically and hydrodynamically suspended blood pump via multiobjective optimization.

Reza Sahebi-Kuzeh Kanan, Hanieh Niroomand-Oscuii, Habib Badri Ghavifekr, Farzan Ghalichi

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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. 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.

Reza Sahebi-Kuzeh KananBiomedical Engineering Research Center, Biofluid Lab,Department of Biomedical Engineering, Sahand University of Technology, Tabriz, Iran.
Hanieh Niroomand-OscuiiBiomedical Engineering Research Center, Biofluid Lab,Department of Biomedical Engineering, Sahand University of Technology, Tabriz, Iran. niroomand@sut.ac.ir.ORCID http://orcid.org/0000-0003-2336-5670
Habib Badri GhavifekrDepartment of Electrical Engineering, Sahand University of Technology, Tabriz, Iran.
Farzan GhalichiBiomedical Engineering Research Center, Biofluid Lab,Department of Biomedical Engineering, Sahand University of Technology, Tabriz, Iran.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cardiovascular diseases remain a leading cause of mortality worldwide, making blood pumps or Ventricular Assist Devices essential in cardiac care. In this study, a bespoke motorpump system was designed, and by optimizing the impeller geometry across fifteen design parameters, hydraulic efficiency was enhanced while hemolysis risk was reduced. A set of 290 simulations was performed using a Design of Experiments approach, leading to the development of advanced Response Surface Models via Kriging and Genetic Aggregation. Subsequently, a Multi-Objective Genetic Algorithm was employed to maximize outlet pressure and minimize shear stress simultaneously. Among these methods, Genetic Aggregation ultimately outperformed Kriging in the final optimization phase, achieving an 11% increase in outlet pressure and a 23% reduction in mean scalar shear stress relative to the baseline. Our findings underscore the importance of managing multiple geometric factors concurrently for substantial improvements in pump performance. Building on these optimized hydraulic conditions, we introduced a magnetically levitated motor that integrates seamlessly with the pump, dispensing with mechanical bearings. The rotor remains stably suspended by hydrodynamic and magnetic forces, reducing frictional losses and prolonging the device's lifespan. This magnetically-levitated design eliminates bearings and lowers friction, suiting medical and pharmaceutical uses.

Indexed as

Equipment DesignHeart-Assist DevicesHydrodynamicsAlgorithmsComputer SimulationHumansMagneticsComputational fluid dynamicsDegrees of freedom (DoF)Magnetically-Hydrodynamically levitationMini blood pumpMulti-Objective genetic algorithmResponse surface methodology

Identifiers

PMID40681721
PMCPMC12274598

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.