Article

Bayesian Inference Framework to Identify Skin Material Properties <i>in vivo</i> from Active Membranes

2025-11-12

Abstract excerpt

Accurate in vivo characterization of skin mechanical properties is essential for diagnostics and treatment planning across dermatological and surgical applications. Existing noninvasive techniques are limited in capturing the nonlinear and anisotropic behavior of skin. In this work, we propose a Bayesian inference framework that leverages active membranes to induce desired deformations and infer patient-specific...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: e0fd03c2-23e6-5282-8bf7-1c6908097341
DOI: 10.1101/2025.11.11.687900

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Bayesian Inference Framework to Identify Skin Material Properties <i>in vivo</i> from Active MembranesDOI 10.1101/2025.11.11.687900Read

Three-dimensional Characterization of Mechanical Properties and Microstructures of Human Dermal SkinSemantic proximity Read

Integrating serial block-face SEM with voxel-based finite element analysis for high-fidelity micromechanical modelling of anisotropic soft tissues. Application to human dermisSemantic proximity Read

Spatial Mechanomics for Tissue-Scale Biomechanical Mapping and Multi-omics IntegrationSemantic proximity Read

Advances in Non-invasive Biosensing Measures to Monitor Wound Healing ProgressionSemantic proximity Read

Analysis of multiple physical parameters for mechanical phenotyping of living cells.Semantic proximity Read

Deep learning enables accurate soft tissue deformation estimation <i>in vivo</i>Semantic proximity Read

APRIL: Adaptive Regression-Based Two-Dimensional Quantitative Anisotropy Imaging Using Acoustic Radiation Force ImpulseSemantic proximity Read

Multimodal Phenotyping of Myofascial Pain Syndrome Using Rotational Shear Wave Elastography and Clinical Network AnalysisSemantic proximity Read

A Multiresolution Approach with Method-Informed Statistical Analysis for Quantifying Lymphatic Pumping DynamicsSemantic proximity Read

A Skin-Adhesive Bimodal Sensing Patch for Decoding Occlusal DysfunctionSemantic proximity Read

Tumor spheroid elasticity estimation using mechano-microscopy combined with a conditional generative adversarial networkSemantic proximity Read

Correlative SHG-AFM imaging workflow for label-free quantitative analysis of collagen structure–function relationshipsSemantic proximity Read