Cargando…

In-Person Verification of Deep Learning Algorithm for Diabetic Retinopathy Screening Using Different Techniques Across Fundus Image Devices

PURPOSE: To evaluate the clinical performance of an automated diabetic retinopathy (DR) screening model to detect referable cases at Siriraj Hospital, Bangkok, Thailand. METHODS: A retrospective review of two sets of fundus photographs (Eidon and Nidek) was undertaken. The images were classified by...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wongchaisuwat, Nida, Trinavarat, Adisak, Rodanant, Nuttawut, Thoongsuwan, Somanus, Phasukkijwatana, Nopasak, Prakhunhungsit, Supalert, Preechasuk, Lukana, Wongchaisuwat, Papis
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	The Association for Research in Vision and Ophthalmology 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8590162/ https://www.ncbi.nlm.nih.gov/pubmed/34767624 http://dx.doi.org/10.1167/tvst.10.13.17

Ejemplares similares

Extralesional microvascular and structural macular abnormalities in cytomegalovirus retinitis
por: Wongchaisuwat, Nida, et al.
Publicado: (2020)

Subretinal gnathostomiasis: A successful focal laser photocoagulation for a living parasite
por: Prakhunhungsit, Supalert, et al.
Publicado: (2022)

Unusual non-nanophthalmic uveal effusion syndrome with histologically normal scleral architecture: a case report
por: Kaewsangthong, Kasama, et al.
Publicado: (2020)

Application of Deep Learning for Automated Detection of Polypoidal Choroidal Vasculopathy in Spectral Domain Optical Coherence Tomography
por: Wongchaisuwat, Papis, et al.
Publicado: (2022)

Effect of fenestrated sterile drape and face mask on bacterial dispersion toward the periocular area during intravitreal injection
por: Phasukkijwatana, Nopasak, et al.
Publicado: (2023)

A Semi-Supervised Learning Approach to Enhance Health Care Community–Based Question Answering: A Case Study in Alcoholism
por: Wongchaisuwat, Papis, et al.
Publicado: (2016)

Comparison of central corneal thickness measurements in corneal edema using ultrasound pachymetry, Visante anterior-segment optical coherence tomography, Cirrus optical coherence tomography, and Pentacam Scheimpflug camera tomography
por: Wongchaisuwat, Nida, et al.
Publicado: (2018)

Non-Neovascular Pachychoroid Disease Mimicking Exudative Age-Related Macular Degeneration
por: Kaseewat, Thachpacha, et al.
Publicado: (2021)

Nonthionamide Drugs for the Treatment of Hyperthyroidism: From Present to Future
por: Suwansaksri, Nattakarn, et al.
Publicado: (2018)

The obstacles to diabetes self-management education and support from healthcare professionals’ perspectives: a nationwide survey
por: Preechasuk, Lukana, et al.
Publicado: (2019)

Diagnostic and Management Strategies in Patients with Persistent Fetal Vasculature: Current Insights
por: Prakhunhungsit, Supalert, et al.
Publicado: (2020)

Dietary Intake and Physical Activity of Thai Children and Adolescents with Type 1 Diabetes Mellitus
por: Thongpaeng, Sriwan, et al.
Publicado: (2022)

Effective pupil dilatation with a mixture of 0.75% tropicamide and 2.5% phenylephrine: A randomized controlled trial
por: Trinavarat, Adisak, et al.
Publicado: (2009)

Vitrectomy using the Eckardt temporary keratoprosthesis
por: Prakhunhungsit, Supalert, et al.
Publicado: (2020)

Autoantibody profiles and clinical association in Thai patients with autoimmune retinopathy
por: Pawestri, Aulia Rahmi, et al.
Publicado: (2021)

Automatic Screening of Diabetic Retinopathy Using Fundus Images and Machine Learning Algorithms
por: Mujeeb Rahman, K. K., et al.
Publicado: (2022)

Treatment outcomes of reduced-dose intravitreal ganciclovir for cytomegalovirus retinitis
por: Choopong, Pitipol, et al.
Publicado: (2016)

Treatment Outcome of Wet Age-Related Macular Degeneration Management in Thailand: A Retrospective Real-World Study (TOWER Study)
por: Thoongsuwan, Somanus, et al.
Publicado: (2022)

Clinical Correlation of Retinal Fluid Fluctuation Represented by Fluctuation Index in Wet Age-Related Macular Degeneration: TOWER Study Report 2
por: Chantarasorn, Yodpong, et al.
Publicado: (2023)

Quantitative Fundus Autofluorescence in HCQ Retinopathy
por: Greenstein, Vivienne C., et al.
Publicado: (2020)

Effect of Thunbergia laurifolia Herbal Tea on Glucose Homeostasis in Healthy Volunteers: A Single-Arm Phase I Study
por: Preechasuk, Lukana, et al.
Publicado: (2020)

Automatic Detection of Diabetic Retinopathy in Retinal Fundus Photographs Based on Deep Learning Algorithm
por: Li, Feng, et al.
Publicado: (2019)

Effect of surgical simulation training on the complication rate of resident-performed phacoemulsification
por: Montrisuksirikun, Chinnapat, et al.
Publicado: (2022)

Differential distribution of manifest lesions in diabetic retinopathy by fundus fluorescein angiography and fundus photography
por: Li, Xiaoli, et al.
Publicado: (2020)

Fundus fluorescence Angiography in diagnosing diabetic retinopathy
por: Wang, Shuhui, et al.
Publicado: (2017)

Smartphone-based fundus documentation in retinopathy of prematurity
por: Raju, Biju, et al.
Publicado: (2019)

Selfie fundus imaging for diabetic retinopathy screening
por: Kumari, Somya, et al.
Publicado: (2021)

Development and Validation of a Diabetic Retinopathy Referral Algorithm Based on Single-Field Fundus Photography
por: Srinivasan, Sangeetha, et al.
Publicado: (2016)

Recognition of Diabetic Retinopathy with Ground Truth Segmentation Using Fundus Images and Neural Network Algorithm
por: Kshirsagar, Pravin R., et al.
Publicado: (2022)

Select pediatric vitreoretinal disease in the setting of Turner's syndrome
por: Laura, Diana M., et al.
Publicado: (2020)

Spectrum of peripheral retinal ischemia in Wyburn-Mason syndrome
por: Fortes, Blake, et al.
Publicado: (2020)

Validation of Artificial Intelligence Algorithm in the Detection and Staging of Diabetic Retinopathy through Fundus Photography: An Automated Tool for Detection and Grading of Diabetic Retinopathy
por: Pawar, Bhargavi, et al.
Publicado: (2021)

Exudate identification in retinal fundus images using precise textural verifications
por: Monemian, Maryam, et al.
Publicado: (2023)

Near-infrared fundus autoflorescence imaging in solar retinopathy
por: Czepita, Maciej, et al.
Publicado: (2017)

Dataset from fundus images for the study of diabetic retinopathy
por: Castillo Benítez, Veronica Elisa, et al.
Publicado: (2021)

Data on fundus images for vessels segmentation, detection of hypertensive retinopathy, diabetic retinopathy and papilledema
por: Akram, Muhammad Usman, et al.
Publicado: (2020)

Accuracy of Deep Learning Algorithms for the Diagnosis of Retinopathy of Prematurity by Fundus Images: A Systematic Review and Meta-Analysis
por: Zhang, Jingjing, et al.
Publicado: (2021)

Multithreshold Image Segmentation Technique Using Remora Optimization Algorithm for Diabetic Retinopathy Detection from Fundus Images
por: Vinayaki, V. Desika, et al.
Publicado: (2022)

Comparison of Color Fundus Photography and Multicolor Fundus Imaging for Detection of Lesions in Diabetic Retinopathy and Retinal Vein Occlusion
por: Castro, Catarina, et al.
Publicado: (2023)

Sensitivity and specificity of automated analysis of single-field non-mydriatic fundus photographs by Bosch DR Algorithm—Comparison with mydriatic fundus photography (ETDRS) for screening in undiagnosed diabetic retinopathy
por: Bawankar, Pritam, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_vjgeq1cm06uqldqgkugqk3e087