Cargando…

Features extraction using encoded local binary pattern for detection and grading diabetic retinopathy

INTRODUCTION: Reliable computer diagnosis of diabetic retinopathy (DR) is needed to rescue many with diabetes who may be under threat of blindness. This research aims to detect the presence of diabetic retinopathy in fundus images and grade the disease severity without lesion segmentation. METHODS:...

Descripción completa

Detalles Bibliográficos
Autor principal:	Berbar, Mohamed A.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Springer International Publishing 2022
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9243209/ https://www.ncbi.nlm.nih.gov/pubmed/35782197 http://dx.doi.org/10.1007/s13755-022-00181-z

Ejemplares similares

Evaluation of deepfake detection using YOLO with local binary pattern histogram
por: Hubálovský, Štěpán, et al.
Publicado: (2022)

Detection of Diabetic Retinopathy Using Extracted 3D Features from OCT Images
por: Elgafi, Mahmoud, et al.
Publicado: (2022)

Detection of Diabetic Retinopathy using Convolutional Neural Networks for Feature Extraction and Classification (DRFEC)
por: Das, Dolly, et al.
Publicado: (2022)

Detecting visual texture patterns in binary sequences through pattern features
por: Dal Martello, Maria F., et al.
Publicado: (2023)

Automated feature-based grading and progression analysis of diabetic retinopathy
por: Al-Turk, Lutfiah, et al.
Publicado: (2021)

Computer Vision Using Local Binary Patterns
por: Pietikainen, Matti, et al.
Publicado: (2011)

Efficient feature extraction from highly sparse binary genotype data for cancer prognosis prediction using an auto-encoder
por: Shen, Junjie, et al.
Publicado: (2023)

Diagnosis of Tempromandibular Disorders Using Local Binary Patterns
por: Haghnegahdar, A.A., et al.
Publicado: (2018)

Grading diabetic retinopathy (DR) using the Scottish grading protocol
por: Zachariah, Sonia, et al.
Publicado: (2015)

Grading diabetic retinopathy: an introduction
por: Bascaran, Covadonga
Publicado: (2023)

Diabetic Retinopathy Detection Using Local Extrema Quantized Haralick Features with Long Short-Term Memory Network
por: Ashir, Abubakar M., et al.
Publicado: (2021)

Classification of SD-OCT Volumes Using Local Binary Patterns: Experimental Validation for DME Detection
por: Lemaître, Guillaume, et al.
Publicado: (2016)

Finger Vein Recognition Using Local Line Binary Pattern
por: Rosdi, Bakhtiar Affendi, et al.
Publicado: (2011)

The SUSTech-SYSU dataset for automated exudate detection and diabetic retinopathy grading
por: Lin, Li, et al.
Publicado: (2020)

Supervised Contrastive Learning with Angular Margin for the Detection and Grading of Diabetic Retinopathy
por: Zhu, Dongsheng, et al.
Publicado: (2023)

Local binary patterns new variants and applications
por: Brahnam, Sheryl, et al.
Publicado: (2014)

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)

An Improved Randomized Local Binary Features for Keypoints Recognition
por: Zhang, Jinming, et al.
Publicado: (2018)

Multi-atlas label fusion with random local binary pattern features: Application to hippocampus segmentation
por: Zhu, Hancan, et al.
Publicado: (2019)

Modeling binary and graded cone cell fate patterning in the mouse retina
por: Eldred, Kiara C., et al.
Publicado: (2020)

CNN-Based Brain Tumor Detection Model Using Local Binary Pattern and Multilayered SVM Classifier
por: Kolla, Morarjee, et al.
Publicado: (2022)

Rapid Grading of Fundus Photographs for Diabetic Retinopathy Using Crowdsourcing
por: Brady, Christopher J, et al.
Publicado: (2014)

Uniform Local Binary Pattern Based Texture-Edge Feature for 3D Human Behavior Recognition
por: Ming, Yue, et al.
Publicado: (2015)

Development of a Robust Multi-Scale Featured Local Binary Pattern for Improved Facial Expression Recognition
por: Yasmin, Suraiya, et al.
Publicado: (2020)

Diabetic Retinopathy Grading by Digital Curvelet Transform
por: Hajeb Mohammad Alipour, Shirin, et al.
Publicado: (2012)

Grading images for diabetic retinopathy: tips and guidelines
por: Jamison, Catherine, et al.
Publicado: (2023)

An Efficient and Geometric-Distortion-Free Binary Robust Local Feature
por: Guo, Jing-Ming, et al.
Publicado: (2019)

Mandibular Trabecular Bone Analysis Using Local Binary Pattern for Osteoporosis Diagnosis
por: Khojastepour, L., et al.
Publicado: (2019)

PointTransformer: Encoding Human Local Features for Small Target Detection
por: Tang, Yudi, et al.
Publicado: (2022)

Effective Pneumothorax Detection for Chest X-Ray Images Using Local Binary Pattern and Support Vector Machine
por: Chan, Yuan-Hao, et al.
Publicado: (2018)

Combining random forest with multi-block local binary pattern feature selection for multiclass head pose estimation
por: Kang, Min-Joo, et al.
Publicado: (2017)

Automated Diagnosis and Grading of Diabetic Retinopathy Using Optical Coherence Tomography
por: Sandhu, Harpal Singh, et al.
Publicado: (2018)

Remote Tool-Based Adjudication for Grading Diabetic Retinopathy
por: Schaekermann, Mike, et al.
Publicado: (2019)

Variability in Grading Diabetic Retinopathy Using Retinal Photography and Its Comparison with an Automated Deep Learning Diabetic Retinopathy Screening Software
por: Teoh, Chin Sheng, et al.
Publicado: (2023)

Diabetic Retinopathy Detection from Fundus Images of the Eye Using Hybrid Deep Learning Features
por: Butt, Muhammad Mohsin, et al.
Publicado: (2022)

Multi-Scale Feature Fusion for Coal-Rock Recognition Based on Completed Local Binary Pattern and Convolution Neural Network
por: Liu, Xiaoyang, et al.
Publicado: (2019)

Phishing Email Detection Based on Binary Search Feature Selection
por: Sonowal, Gunikhan
Publicado: (2020)

Change in subfoveal choroidal thickness in diabetes and in various grades of diabetic retinopathy
por: Ambiya, Vikas, et al.
Publicado: (2018)

Automatic detection of osteosarcoma based on integrated features and feature selection using binary arithmetic optimization algorithm
por: Bansal, Priti, et al.
Publicado: (2022)

Combining transfer learning with retinal lesion features for accurate detection of diabetic retinopathy
por: Hassan, Doaa, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_viits34ggm09ot8lsqqap00nbh