Table · dataset · 2026
<p dir="ltr"><b>Dataset and Source Code for "Boundary-Resolved Multispectral Optical Heterogeneity Reconstruction in Tumor-Like Media: A Multiregion Boundary Element Methodology with Spectral Inversion and Sensitivity Analysis"</b></p>
Listed in ZivaHub and HKU DataHub and DaYta Ya Rona and figshare and Loughborough Research Repository and UP Research Data Repository — shown once because both records carry DOI 10.6084/m9.figshare.34027152.v1
Description
<p dir="ltr">This repository accompanies the manuscript <b>“Boundary-Resolved Multispectral Optical Heterogeneity Reconstruction in Tumor-Like Media: A Multiregion Boundary Element Methodology with Spectral Inversion and Sensitivity Analysis.”</b></p><p dir="ltr">The study develops a computational biophotonics framework for reconstructing wavelength-dependent optical heterogeneity in piecewise-homogeneous tumor-like media using the <b>Boundary Element Method (BEM)</b>.
The model treats optically distinct tissue compartments as explicit subdomains separated by internal interfaces and solves photon migration using the diffusion approximation with continuity of fluence and conservation of diffusive flux across those interfaces. The methodology combines multispectral forward modeling, constrained regional absorption reconstruction, sensitivity analysis based on the derivative of the assembled BEM system, and quantitative heterogeneity measures including the <b>Optical Heterogeneity Index (OHI)</b> and <b>Boundary Optical Heterogeneity Index (BOHI)</b>.</p><p dir="ltr">The numerical study considers a two-dimensional circular tissue domain containing two tumor-like subregions and evaluates the framework at <b>660, 780, and 850 nm</b>.
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Verification includes matched-model consistency tests, boundary-mesh refinement, Gaussian-quadrature refinement, finite-difference verification of the sensitivity operator, held-out detector prediction, and comparison with an independently implemented finite-element forward model. The reported matched-model reconstruction recovers the prescribed regional absorption spectra to numerical precision, while the independent FEM/BEM comparison reveals non-negligible forward-model discrepancy, emphasizing the distinction between code consistency and independent validation.</p><p dir="ltr">This Figshare deposit provides a <b>repository-ready reproducibility package</b> containing machine-readable numerical data, benchmark configuration files, reference Python modules for geometry, optical kernels and numerical metrics, scripts for reproducing reported figures and tables, verification datasets, unit tests, documentation, software-environment files, citation metadata, and checksum information.</p><p dir="ltr">The package is intended to support transparent numerical verification, reuse, and extension of the proposed methodology in <b>diffuse optical tomography, computational biophotonics, tissue optics, inverse problems, and interface-resolved optical modeling</b>.
It should be interpreted as a computational research resource rather than a clinically validated diagnostic or biopsy-replacement system.</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.34027152.v1 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Chemistry · Chemistry · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Engineering · Humanities · Humanities · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Mathematics & Statistics · Mathematics & Statistics · Mathematics & Statistics · Mathematics & Statistics · Mathematics & Statistics · Medicine & Health · Medicine & Health · Nonlinear optics and spectroscopy · Nonlinear optics and spectroscopy · Nonlinear optics and spectroscopy · Nonlinear optics and spectroscopy · Nonlinear optics and spectroscopy · Nonlinear optics and spectroscopy · Ocean & Atmospheric Science · Photonics, optoelectronics and optical communications · Photonics, optoelectronics and optical communications · Photonics, optoelectronics and optical communications · Photonics, optoelectronics and optical communications · Photonics, optoelectronics and optical communications · Photonics, optoelectronics and optical communications · Physics · Physics · Physics · Physics · Physics · Physics · Psychology & Behavioral Science · Social Science · Social Science · Social Science · Social Science · Social Science · Social Science
Provenance · 6 source records, 71 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/34027152 | 6 d ago | JSON v1 |
| HKU DataHub | oai:figshare.com:article/34027152 | 6 d ago | JSON v1 |
| DaYta Ya Rona | oai:figshare.com:article/34027152 | 6 d ago | JSON v1 |
| figshare | oai:figshare.com:article/34027152 | 5 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34027152 | 5 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/34027152 | 5 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].anzsrc:field:510203 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Nonlinear optics and spectroscopy'] |
| concepts[field].anzsrc:field:510203 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Nonlinear optics and spectroscopy'] |
| concepts[field].anzsrc:field:510203 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Nonlinear optics and spectroscopy'] |
| concepts[field].anzsrc:field:510203 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Nonlinear optics and spectroscopy'] |
| concepts[field].anzsrc:field:510203 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Nonlinear optics and spectroscopy'] |
| concepts[field].anzsrc:field:510203 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Nonlinear optics and spectroscopy'] |
| concepts[field].anzsrc:field:510204 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Photonics, optoelectronics and optical communications'] |
| concepts[field].anzsrc:field:510204 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Photonics, optoelectronics and optical communications'] |
| concepts[field].anzsrc:field:510204 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Photonics, optoelectronics and optical communications'] |
| concepts[field].anzsrc:field:510204 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Photonics, optoelectronics and optical communications'] |
| concepts[field].anzsrc:field:510204 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Photonics, optoelectronics and optical communications'] |
| concepts[field].anzsrc:field:510204 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Photonics, optoelectronics and optical communications'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:physics | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:physics | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:physics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:physics | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:physics | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:physics | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |