Automated Characterization of Intrastromal Corneal Cuts Induced by Two Femtosecond Laser Systems Using OCT Imaging

Optical coherence tomography (OCT) has gained momentum on segmenting anterior corneal substructures, such as treatment-induced flaps and lenticule cuts created by femtosecond lasers. However, recent semi-automated methods rely on manual markers, which can introduce bias and variability. In this work, we present an automated algorithm designed to overcome the limitations in the geometric quantification of intrastromal cuts produced by two different femtosecond lasers, using a unique imaging system. Our analysis, conducted on peri-operative segmentations of goat eyes, aims to demonstrate the method’s potential for contributing to ongoing efforts and enhancing clinical outcomes in refractive surgery treatment.

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Publication Details

Journal
Photonics
Published
2024-11-27
DOI
https://doi.org/10.3390/photonics11121123
Primary Topic
Corneal surgery and disorders
Type
article
Field-Weighted Citation Impact
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OCT
article

Automated Characterization of Intrastromal Corneal Cuts Induced by Two Femtosecond Laser Systems Using OCT Imaging

Shwetabh Verma, Samuel Arba‐Mosquera, Masoud Mehrjoo, Soodabeh Darzi et al.
Photonics
Corneal surgery and disorders
article

Automated Characterization of Intrastromal Corneal Cuts Induced by Two Femtosecond Laser Systems Using OCT Imaging

Shwetabh Verma, Samuel Arba‐Mosquera, Masoud Mehrjoo, Soodabeh Darzi, Pooja Khamar, Rohit Shetty
article en

Abstract

Optical coherence tomography (OCT) has gained momentum on segmenting anterior corneal substructures, such as treatment-induced flaps and lenticule cuts created by femtosecond lasers. However, recent semi-automated methods rely on manual markers, which can introduce bias and variability. In this work, we present an automated algorithm designed to overcome the limitations in the geometric quantification of intrastromal cuts produced by two different femtosecond lasers, using a unique imaging system. Our analysis, conducted on peri-operative segmentations of goat eyes, aims to demonstrate the method’s potential for contributing to ongoing efforts and enhancing clinical outcomes in refractive surgery treatment.

PhotonicsVol. 11(12)
SCHWIND eye-tech-solutions (Germany) (DE), Narayana Nethralaya (IN)
Openalex Percentile: Top 62%
Corneal surgery and disorders
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