Combining fiber Bragg grating sensors and artificial intelligence in medicine

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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Publication Details

Journal
APL Photonics
Published
2025-03-01
DOI
https://doi.org/10.1063/5.0251132
Citations
21
Primary Topic
Advanced Fiber Optic Sensors
Type
article
Field-Weighted Citation Impact
15.34
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article

Combining fiber Bragg grating sensors and artificial intelligence in medicine

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21 citations
APL Photonics
Advanced Fiber Optic Sensors
15.34
article

Combining fiber Bragg grating sensors and artificial intelligence in medicine

Emiliano Schena, Carlo Massaroni, Martina Pulcinelli, Daniela Lo Presti, Ilaria Condó, Vincenzo Lavorgna
article en
21 citations

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.

APL PhotonicsVol. 10(3)
Università Campus Bio-Medico (IT)
Openalex Percentile: Top 1%
Advanced Fiber Optic Sensors
15.34
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Combining fiber Bragg grating sensors and artificial intelligence in medicine — Emiliano Schena, Carlo Massaroni, et al. · APL Photonics (2025) | TGRS Research Map | TGRS