Evaluation of IR and Raman spectroscopic markers of human collagens: Insides for indicating colorectal carcinogenesis

A Synytsya, D Janstová, M Šmidová, A Synytsya… - … Acta Part A: Molecular …, 2023 - Elsevier
Vibrational spectroscopic methods are widely used in the molecular diagnostics of
carcinogenesis. Collagen, a component of connective tissue, plays a special role as a …

From sensor fusion to knowledge distillation in collaborative LIBS and hyperspectral imaging for mineral identification

T Lopes, D Capela, D Guimarães, MFS Ferreira… - Scientific Reports, 2024 - nature.com
Multimodal spectral imaging offers a unique approach to the enhancement of the analytical
capabilities of standalone spectroscopy techniques by combining information gathered from …

Improving LIBS-based mineral identification with Raman imaging and spectral knowledge distillation

T Lopes, R Cavaco, D Capela, F Dias, J Teixeira… - Talanta, 2025 - Elsevier
Combining data from different sensing modalities has been a promising research topic for
building better and more reliable data-driven models. In particular, it is known that …