Evidence map›Paper›PMID 41630953›Full record

ArticleBiomedical engineering and computational biology2026

Functionally Graded Lattice (FGL) Models for Predicting the Mechanical Properties of Femur Spongy Bone.

Alireza Mohammadi, Mojtaba Sadighi, Reza Hedayati

Abstract read
In one paragraph

Article in Biomedical engineering and computational biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Alireza MohammadiDepartment of Mechanical Engineering, Amirkabir University of Technology (Tehran Polytechnic), Iran.
Mojtaba SadighiDepartment of Mechanical Engineering, Amirkabir University of Technology (Tehran Polytechnic), Iran.
Reza HedayatiDepartment of Mechanical Engineering, K.N. Toosi University of Technology, Tehran, Iran.ORCID https://orcid.org/0000-0002-4806-3970

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The cancellous tissue forming the inner layer of long bones is highly porous at the center, with porosity decreasing toward the outer layer, leading to gradual variations in mechanical properties. Hence, cancellous tissue can be regarded as a functionally graded material (FGM). This study investigates the mechanical properties of graded cancellous bone. Methods: CT scan images combined with image processing techniques were used to extract gradients in mechanical properties of the femoral neck in bovine samples. Several unit cells were employed to model the microstructure of cancellous bone. The graded properties were validated through both numerical and experimental approaches. Cylindrical models are used for finite element analysis and complementary experimental tests were carried out on the femoral neck region. Results: Analytical relationships for mechanical properties of femur spongy bone have been presented. The Cubic and BCC unit cell structures, with Conclusions: The tesseract unit cell showed the most similarity with the cancellous bone properties, with only 0.11% difference in flexural stiffness, whereas the cubic unit cell, with an 8.48% difference, was the least suitable for modeling spongy bone.

Indexed as

bone scaffoldsCT scanfemur bonefunctionally graded latticespongy bone

Identifiers

PMID41630953
PMCPMC12861387

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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.