Cargando…

A machine learning approach to predict the glaucoma filtration surgery outcome

This study aimed at predicting the filtration surgery (FS) outcome using a machine learning (ML) approach. 102 glaucomatous patients undergoing FS were enrolled and underwent ocular surface clinical tests (OSCTs), determination of surgical site-related biometric parameters (SSPs) and conjunctival va...

Descripción completa

Detalles Bibliográficos
Autores principales:	Agnifili, Luca, Figus, Michele, Porreca, Annamaria, Brescia, Lorenza, Sacchi, Matteo, Covello, Giuseppe, Posarelli, Chiara, Di Nicola, Marta, Mastropasqua, Rodolfo, Nucci, Paolo, Mastropasqua, Leonardo
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10598019/ https://www.ncbi.nlm.nih.gov/pubmed/37875579 http://dx.doi.org/10.1038/s41598-023-44659-6

Ejemplares similares

The ocular surface after successful glaucoma filtration surgery: a clinical, in vivo confocal microscopy, and immune-cytology study
por: Agnifili, Luca, et al.
Publicado: (2019)

Topical Steroids and Glaucoma Filtration Surgery Outcomes: An In Vivo Confocal Study of the Conjunctiva
por: Mastropasqua, Leonardo, et al.
Publicado: (2022)

Citicoline/Coenzyme Q10/Vitamin B3 Fixed Combination Exerts Synergistic Protective Effects on Neuronal Cells Exposed to Oxidative Stress
por: Mastropasqua, Leonardo, et al.
Publicado: (2022)

In Vivo Laser Scanning Confocal Microscopy of Human Meibomian Glands in Aging and Ocular Surface Diseases
por: Fasanella, Vincenzo, et al.
Publicado: (2016)

Anterior Segment Optical Coherence Tomography Imaging of Conjunctival Filtering Blebs after Glaucoma Surgery
por: Mastropasqua, Rodolfo, et al.
Publicado: (2014)

High-Intensity Focused Ultrasound Circular Cyclocoagulation in Glaucoma: A Step Forward for Cyclodestruction?
por: Mastropasqua, Rodolfo, et al.
Publicado: (2017)

Functional and Structural Reliability of Optic Nerve Head Measurements in Healthy Eyes by Means of Optical Coherence Tomography Angiography
por: Mastropasqua, Rodolfo, et al.
Publicado: (2020)

Advanced Morphological and Functional Magnetic Resonance Techniques in Glaucoma
por: Mastropasqua, Rodolfo, et al.
Publicado: (2015)

Italian Candidates for the XEN Implant: An Overview from the Glaucoma Treatment Registry (XEN-GTR)
por: Posarelli, Chiara, et al.
Publicado: (2022)

Face Mask-Related Ocular Surface Modifications During COVID-19 Pandemic: A Clinical, In Vivo Confocal Microscopy, and Immune-Cytology Study
por: Mastropasqua, Leonardo, et al.
Publicado: (2021)

Low-Tension Glaucoma: An Oxymoron in Ophthalmology
por: Costagliola, Ciro, et al.
Publicado: (2019)

Long‐term outcome of supraciliary gold micro shunt in refractory glaucoma
por: Figus, Michele, et al.
Publicado: (2021)

Secondary epiretinal membrane after Ex-Press glaucoma filtration device implant
por: Loiudice, Pasquale, et al.
Publicado: (2020)

Teleophthalmology in COVID-19 era: an Italian ophthalmology department experience
por: Mastropasqua, Leonardo, et al.
Publicado: (2020)

S100 A and B expression in normal and inflamed human limbus
por: Nubile, Mario, et al.
Publicado: (2013)

Combined Phacoemulsification and Ex-PRESS Implant with Everting Suture in Primary Angle-Closure Glaucoma: Survival Analysis and Predictive Factors
por: Covello, Giuseppe, et al.
Publicado: (2021)

Optical Coherence Tomography Angiography in Retinal Vascular Diseases and Choroidal Neovascularization
por: Mastropasqua, Rodolfo, et al.
Publicado: (2015)

In Vivo and Impression Cytology Study on the Effect of Compatible Solutes Eye Drops on the Ocular Surface Epithelial Cell Quality in Dry Eye Patients
por: Lanzini, Manuela, et al.
Publicado: (2015)

Retinal vascular changes and aqueous humor cytokines changes after aflibercept intravitreal injection in treatment-naïve myopic choroidal neovascularization
por: Di Antonio, Luca, et al.
Publicado: (2018)

Pathological changes of the anatomical structure and markers of the limbal stem cell niche due to inflammation
por: Nubile, Mario, et al.
Publicado: (2013)

Early Experience with the New XEN63 Implant in Primary Open-Angle Glaucoma Patients: Clinical Outcomes
por: Fea, Antonio Maria, et al.
Publicado: (2021)

Outcomes of XEN 63 Device at 18-Month Follow-Up in Glaucoma Patients: A Two-Center Retrospective Study
por: Fea, Antonio Maria, et al.
Publicado: (2022)

Multi-Omics Approach for Studying Tears in Treatment-Naïve Glaucoma Patients
por: Rossi, Claudia, et al.
Publicado: (2019)

Choroidal Vascularity Index in Central and Branch Retinal Vein Occlusion
por: Loiudice, Pasquale, et al.
Publicado: (2022)

Radial Peripapillary Capillary Network in Patients with Retinitis Pigmentosa: An Optical Coherence Tomography Angiography Study
por: Mastropasqua, Rodolfo, et al.
Publicado: (2017)

Early Vascular and Functional Changes after Vitreoretinal Surgery: A Comparison between the Macular Hole and Epiretinal Membrane
por: D’Aloisio, Rossella, et al.
Publicado: (2021)

Cannabinoids in Glaucoma Patients: The Never-Ending Story
por: Passani, Andrea, et al.
Publicado: (2020)

Retinal vascular metrics difference by comparison of two image acquisition modes using a novel OCT angiography prototype
por: Di Antonio, Luca, et al.
Publicado: (2020)

Ophthalmological emergencies and the SARS-CoV-2 outbreak
por: Posarelli, Chiara, et al.
Publicado: (2020)

Innovation in the Development of Synthetic and Natural Ocular Drug Delivery Systems for Eye Diseases Treatment: Focusing on Drug-Loaded Ocular Inserts, Contacts, and Intraocular Lenses
por: Pelusi, Letizia, et al.
Publicado: (2023)

Stab Incision Glaucoma Surgery: A Modified Guarded Filtration Procedure for Primary Open Angle Glaucoma
por: Jacob, Soosan, et al.
Publicado: (2016)

Choroidal and Retinal Vascular Findings in Patients with COVID-19 Complicated with Pneumonia: Widefield Imaging
por: D’Aloisio, Rossella, et al.
Publicado: (2023)

Association of Ultrapure Citicoline, Homotaurine and Vitamin E in the Management of Normotensive Glaucoma: A Case Report
por: Verdina, Tommaso, et al.
Publicado: (2020)

Interference figures of polarimetric interferometry analysis of the human corneal stroma
por: Mastropasqua, Rodolfo, et al.
Publicado: (2017)

Safety and Efficacy of Second Ahmed Valve Implant in Refractory Glaucoma
por: Posarelli, Chiara, et al.
Publicado: (2020)

Tear Film Steroid Profiling in Dry Eye Disease by Liquid Chromatography Tandem Mass Spectrometry
por: Pieragostino, Damiana, et al.
Publicado: (2017)

Choroidal and Retinal Imaging Biomarkers in Different Types of Macular Neovascularization
por: Toto, Lisa, et al.
Publicado: (2023)

Short-term comparison between navigated subthreshold microsecond pulse laser and oral eplerenone for chronic central serous chorioretinopathy
por: Toto, Lisa, et al.
Publicado: (2022)

Aqueous humour concentrations after topical apPlication of combinEd levofloxacin-dexamethasone eye dRops and of its single components: a randoMised, assEssor-blinded, parallel-group study in patients undergoing cataract surgery: the iPERME study
por: Figus, Michele, et al.
Publicado: (2020)

Micropulse Laser Trabeculoplasty with 577 nm Wavelength at 1500 or 1000 mW for Primary Open-Angle Glaucoma: A Pilot Study
por: Verdina, Tommaso, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_b85539escgame1g457rni86g8v