Design and additive manufacturing by FDM, feasibility and reproducibility of a anthropomorphic-heterogeneous silicone/TPU/ABS mannequin for CT image analysis: a proof-of-concept study

Abstract Anthropomorphic mannequins are widely used in biomedical research, medical imaging studies, and clinical training. However, commercial models are often expensive and have limitations in terms of anatomical customization. This study evaluates the feasibility and reproducibility of manufacturing a heterogeneous anthropomorphic mannequin using various polymeric materials via additive manufacturing with fused deposition modeling (FDM) technology. The size and shape are based on specific biometric measurements to emulate clinical situations. The mannequin is designed in three layers, and different 3D printing materials were selected for each tissue: silicone ink (skin), thermoplastic polyurethane (TPU, muscle), and acrylonitrile butadiene styrene (ABS, cortical and trabecular tissue). The novel aspect of this mannequin is the design of the trabecular structure, obtained from a mathematical model. Furthermore, a novel manufacturing methodology for the heterogeneous anthropomorphic structure of skeletal mannequins is presented. Morphological characterization from computed tomography (CT) images was used to evaluate the FDM manufacturing process and the resulting internal structures. Quantitative and qualitative analyses, including fractal dimension analysis and Hounsfield Unit (HU) measurements, were performed to assess the consistency of geometric complexity and the radiological response of the selected materials. The statistical analysis using a linear mixed-effects model (LMM) evaluated differences in fractal dimension among independently manufactured phantoms while accounting for the correlation among tomographic slices obtained from the same phantom. HU measurements provided a quantitative comparison between the selected materials and the corresponding human tissues. These results demonstrate the potential of FDM technology as an accessible alternative for manufacturing anatomical mannequins used in research and medical simulation applications.

Authors

Publication Details

Journal
Progress in Additive Manufacturing
Published
2026-10-27
DOI
https://doi.org/10.1007/s40964-026-02028-5
Primary Topic
Anatomy and Medical Technology
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Design and additive manufacturing by FDM, feasibility and reproducibility of a anthropomorphic-heterogeneous silicone/TPU/ABS mannequin for CT image analysis: a proof-of-concept study

Eduardo Moreno, Benito de Celis Alonso, Fernando Moreno-Barbosa, Ricardo Agustín-Serrano et al.
1 links
Progress in Additive Manufacturing
Anatomy and Medical Technology
article

Design and additive manufacturing by FDM, feasibility and reproducibility of a anthropomorphic-heterogeneous silicone/TPU/ABS mannequin for CT image analysis: a proof-of-concept study

Eduardo Moreno, Benito de Celis Alonso, Fernando Moreno-Barbosa, Ricardo Agustín-Serrano, Marco A. Morales, Alonso Antonio Collantes-Gutiérrez, Rebeca Franco-Reyes
article en

Abstract

Abstract Anthropomorphic mannequins are widely used in biomedical research, medical imaging studies, and clinical training. However, commercial models are often expensive and have limitations in terms of anatomical customization. This study evaluates the feasibility and reproducibility of manufacturing a heterogeneous anthropomorphic mannequin using various polymeric materials via additive manufacturing with fused deposition modeling (FDM) technology. The size and shape are based on specific biometric measurements to emulate clinical situations. The mannequin is designed in three layers, and different 3D printing materials were selected for each tissue: silicone ink (skin), thermoplastic polyurethane (TPU, muscle), and acrylonitrile butadiene styrene (ABS, cortical and trabecular tissue). The novel aspect of this mannequin is the design of the trabecular structure, obtained from a mathematical model. Furthermore, a novel manufacturing methodology for the heterogeneous anthropomorphic structure of skeletal mannequins is presented. Morphological characterization from computed tomography (CT) images was used to evaluate the FDM manufacturing process and the resulting internal structures. Quantitative and qualitative analyses, including fractal dimension analysis and Hounsfield Unit (HU) measurements, were performed to assess the consistency of geometric complexity and the radiological response of the selected materials. The statistical analysis using a linear mixed-effects model (LMM) evaluated differences in fractal dimension among independently manufactured phantoms while accounting for the correlation among tomographic slices obtained from the same phantom. HU measurements provided a quantitative comparison between the selected materials and the corresponding human tissues. These results demonstrate the potential of FDM technology as an accessible alternative for manufacturing anatomical mannequins used in research and medical simulation applications.

Progress in Additive Manufacturing
Vicerrectoría de Investigación y Estudios de Posgrado, Benemérita Universidad Autónoma de Puebla
Good health and well-being
Openalex Percentile: Top 24%
Anatomy and Medical Technology
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon