Project detail

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

Duration: 01.03.2024 — 28.02.2025

Funding resources

Brno University of Technology - Vnitřní projekty VUT

- whole funder (2024-01-01 - 2025-12-31)

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

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

Units

Advanced instrumentation and methods for material characterization
- beneficiary (2024-03-01 - 2025-02-28)
Central European Institute of Technology BUT
- responsible department (2024-01-30 - 2024-03-04)

Responsibility: Kopřivová Hana, Ing.