Open Access
Open access
APL Photonics, volume 10, issue 3

Combining fiber Bragg grating sensors and artificial intelligence in medicine

M. Pulcinelli 1
Ilaria Condò 1
Vincenzo Lavorgna 1
Carlo Massaroni 1
Daniela Lo Presti 1
1
 
Engineering Department, Campus Bio-Medico University , Via Alvaro del Portillo 21, 00128 Rome,
Publication typeJournal Article
Publication date2025-03-01
Journal: APL Photonics
scimago Q1
wos Q1
SJR1.880
CiteScore10.3
Impact factor5.4
ISSN23780967
Abstract

Healthcare has rapidly evolved in the last decades, driven by the demand for personalized therapies and advancements in enabling technologies. Among many solutions, fiber Bragg grating (FBG) sensors have gained significant acceptance in the medical field, due to their good static and dynamic performance, small dimensions, biocompatibility and immunity to electromagnetic interferences. The integration of artificial intelligence (AI) with FBGs is emerging as a breakthrough approach, enabling the design of smart systems for medical applications, like minimally invasive surgery, physiological monitoring, biomechanics, and medical biosensing. These systems harness the potential of FBGs and the advanced data processing capabilities of AI to improve diagnostics and therapeutic procedures. This perspective provides an overview of the sensing systems that combine FBG and AI technologies in medicine, focusing on their working principle, potentials, and challenges. It also explores the open research directions for encouraging further investigations in this field.

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Pulcinelli M. et al. Combining fiber Bragg grating sensors and artificial intelligence in medicine // APL Photonics. 2025. Vol. 10. No. 3.
GOST all authors (up to 50) Copy
Pulcinelli M., Condò I., Lavorgna V., Massaroni C., Schena E., Lo Presti D. Combining fiber Bragg grating sensors and artificial intelligence in medicine // APL Photonics. 2025. Vol. 10. No. 3.
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TY - JOUR
DO - 10.1063/5.0251132
UR - https://pubs.aip.org/app/article/10/3/030901/3338882/Combining-fiber-Bragg-grating-sensors-and
TI - Combining fiber Bragg grating sensors and artificial intelligence in medicine
T2 - APL Photonics
AU - Pulcinelli, M.
AU - Condò, Ilaria
AU - Lavorgna, Vincenzo
AU - Massaroni, Carlo
AU - Schena, Emiliano
AU - Lo Presti, Daniela
PY - 2025
DA - 2025/03/01
PB - AIP Publishing
IS - 3
VL - 10
SN - 2378-0967
ER -
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@article{2025_Pulcinelli,
author = {M. Pulcinelli and Ilaria Condò and Vincenzo Lavorgna and Carlo Massaroni and Emiliano Schena and Daniela Lo Presti},
title = {Combining fiber Bragg grating sensors and artificial intelligence in medicine},
journal = {APL Photonics},
year = {2025},
volume = {10},
publisher = {AIP Publishing},
month = {mar},
url = {https://pubs.aip.org/app/article/10/3/030901/3338882/Combining-fiber-Bragg-grating-sensors-and},
number = {3},
doi = {10.1063/5.0251132}
}
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