Evidence map›Paper›PMID 42649823›Full record

ArticleBioengineering (Basel, Switzerland)2026

Digital Design of Kurtosis-Controlled Ti-6Al-4V Lattices for Patient-Specific Orthopedic Implants: A Computational Framework.

Marzhan Sadenova, Boris Syrnev, Bagdat Azamatov

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

3 authors.

Marzhan SadenovaCenter of Excellence «VERITAS», D. Serikbayev East Kazakhstan Technical University, Ust-Kamenogorsk 070000, Kazakhstan.ORCID 0000-0002-2870-6668
Boris SyrnevCenter of Excellence «VERITAS», D. Serikbayev East Kazakhstan Technical University, Ust-Kamenogorsk 070000, Kazakhstan.ORCID 0000-0002-3085-3341
Bagdat AzamatovCenter of Excellence «VERITAS», D. Serikbayev East Kazakhstan Technical University, Ust-Kamenogorsk 070000, Kazakhstan.ORCID 0000-0001-6381-5846

Funding

The Committee of Science of the Ministry of Science and Higher Education of the Republic of Ka-zakhstan BR24992786
6 · The paper itself

Abstract

Porous Ti-6Al-4V lattice implants combine high specific strength, osseointegrative porosity, and compatibility with additive manufacturing, but conventional stiffness tuning through porosity, pore size, or unit-cell topology compromises biological pore requirements. This study presents a computational design framework in which structural kurtosis, the normalized interlayer offset between neighboring layers of a periodic cubic lattice, regulates elastic response at fixed global porosity. Closed-form expressions for the effective modulus are derived from first principles: the aligned configuration from the axial load-bearing area fraction, and the interlayer-shifted configuration from Euler-Bernoulli beam theory for guided-end connecting members. The derivations reproduce the Gibson-Ashby exponents

Indexed as

additive manufacturingCAD reconstructioncomputational design frameworkfinite-element analysisGAN-CAD-FEAGibson–Ashby scalinglattice benchmarkingorthopedic implantspatient-specific implantsporous latticeselective laser meltingstructural kurtosisTi-6Al-4V

Identifiers

PMID42649823
PMCPMC13510236

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.