Project detail

Metal thin films for LIBS standardization in soft tissue bioimaging using Bayesian optimization

Duration: 1.3.2024 — 28.2.2025

Funding resources

Vysoké učení technické v Brně - Vnitřní projekty VUT

On the project

This Specific project focuses on optimizing LIBS measurement parameters on metal-coated biological soft tissue samples. Bayesian optimization based on Gaussian Process regression will be implemented, which will shorten the whole optimization process many times. The aim is to introduce a new methodology for internal standardization in bioimaging using the LIBS technique for skin tumor diagnosis.

Keywords
Laser-induced breakdown spectroscopy; Elemental analysis; Coating; Gaussian process regression; Cancer tissue; Diagnostics;

Mark

CEITEC VUT-J-24-8599

Default language

Czech

People responsible

Kopřivová Hana, Ing. - principal person responsible
Pořízka Pavel, doc. Ing., Ph.D. - fellow researcher
Vrábel Jakub, Ing., Ph.D. - fellow researcher

Units

Advanced instrumentation and methods for material characterization
- responsible department (4.3.2024 - not assigned)
Central European Institute of Technology BUT
- responsible department (30.1.2024 - 4.3.2024)
Advanced instrumentation and methods for material characterization
- beneficiary (1.3.2024 - 28.2.2025)

Responsibility: Kopřivová Hana, Ing.