Diabetic Retinopathy Detection Model using Hybrid of U-Net and Vision Transformer Algorithms

QR Code

Diabetic Retinopathy Detection Model using Hybrid of U-Net and Vision Transformer Algorithms

Diabetic retinopathy is one of the leading causes of vision impairment noticed among individuals with prolonged diabetes. Early-stage detection is very crucial for its treatment. Now, we present a hybrid model which is a combination of U-Net algorithm used for image segmentation and Vision Transf...

Full description

Bibliographic Details
Main Author:	Mudit, Khater
Format:	Article
Language:	English English
Published:	INTI International University 2024
Subjects:	QA75 Electronic computers. Computer science QA76 Computer software RA Public aspects of medicine T Technology (General)
Online Access:	http://eprints.intimal.edu.my/2084/ http://eprints.intimal.edu.my/2084/2/113 http://eprints.intimal.edu.my/2084/3/ij2024_47r.pdf

Similar Items

Diabetic Retinopathy Prediction Using Machine Learning
by: Ravikiran, Y., et al.
Published: (2024)

Detection of proliferative diabetic retinopathy in fundus images using convolution neural network
by: Hasliza, Abu Hassan, et al.
Published: (2020)

Analysis of Foveal Avascular Zone for Grading of Diabetic Retinopathy
by: Ahmad Fadzil, M Hani, et al.
Published: (2011)

Hybridization Of Optimized Support Vector Machine And Artificial Neural Network For The Diabetic Retinopathy Classification Problem
by: Kader, Nur Izzati Ab
Published: (2019)

Diabetes Classification Using a Framework Stacking of BiLSTM, Logistic Regression, and XGBoost
by: M. Rezqy, Noor Ridha, et al.
Published: (2024)

Fine-tuned RetinaNet models for Vision-based Human Presence Detection
by: Tang, Jin Cheng, et al.
Published: (2022)

Area Analysis of Foveal Avascular Zone in Diabetic Retinopathy Color Fundus Images
by: Ahmad Fadzil, M Hani, et al.
Published: (2011)

Morphological and Otsu Thresholding Based Retinal Blood Vessel Segmentation for Detection of Retinopathy.
by: Kipli, Kuryati, et al.
Published: (2017)

A Survey of Petri Net Tools
by: Thong, Weng Jie, et al.
Published: (2015)

Detecting the probability of diabetic retinopathy / Nurul Farhanah Khairol Nizar
by: Khairol Nizar, Nurul Farhanah
Published: (2020)

Benign and malignant detection and classification for small size image of breast tumor recognition system using u-net model
by: Suryanti, Awang, et al.
Published: (2024)

Analysis of foveal avascular zone in colour fundus images for grading of diabetic retinopathy severity
by: Ahmad Fadzil, M. Hani, et al.
Published: (2010)

A comparison of discrete cosine transform and discrete wavelet transform algorithm in watermarking against common attacks
by: Said, Mohamed Abdisalan
Published: (2015)

Improved intrusion detection algorithm based on TLBO and GA algorithms
by: Aljanabi, Mohammad, et al.
Published: (2021)

Hybrid Henry gas solubility optimization algorithm with dynamic cluster-to-algorithm mapping
by: Kamal Z., Zamli, et al.
Published: (2021)

Hybrid harmony search algorithm for continuous optimization problems
by: Ala’a Atallah, Hamad Alomoush
Published: (2020)

Web-Buzz Vision Consultation Application
by: Tang, Xin Zhe
Published: (2023)

Fabric authenticity method using fast Fourier transformation detection
by: Norislina, Ismail, et al.
Published: (2011)

Single and Replicated Simulations for Colored Petri Nets Nondeterministic Network
by: Adhipta, D., et al.
Published: (2010)

Implementation of RIO in UMJaNetSim / Chan Chin We
by: Chan, Chin We
Published: (2004)

An application of hybrid swarm intelligence algorithms for dengue outbreak prediction
by: Mustaffa, Zuriani, et al.
Published: (2019)

Dynamic key scheduling algorithm for block ciphers using quasigroup string transformation
by: Hassan Disina, Abdulkadir
Published: (2018)

Comparative investigation of bagging enhanced machine learning for early detection of HCV infections using class imbalance technique with feature selection
by: Tusher, Ekramul Haque, et al.
Published: (2025)

Optimization of ship routing using hybrid genetic algorithm / Ismail
by: ., Ismail
Published: (2014)

Malaysia network transit route adviser: hybrid didistra's algorithm
by: Mohd Syafiq, Bachok
Published: (2014)

Implementation of differentiated services in UMJaNetSim / Tan Geck Hiang
by: Tan , Geck Hiang
Published: (2004)

MODUL P&P: DAT20903 Principles of Dot Net Programming
by: Berahim, Mazniha, et al.
Published: (2017)

Leaf disease detection in plant care using CNN architecture: AlexNet and ResNet-50 models
by: Ajra, Husnul, et al.
Published: (2024)

Pressure vessel design simulation using hybrid harmony search algorithm
by: Alaa A., Alomoush, et al.
Published: (2019)

Enhancing generality of meta-heuristic algorithms through adaptive selection and hybridization
by: Kamal Z., Zamli
Published: (2018)

Evaluating Machine Learning Algorithms for Fake Currency Detection
by: Keerthana, S.N, et al.
Published: (2024)

A review of feature selection methods on diabetes mellitus classification
by: Nur Farahaina, Idris, et al.
Published: (2025)

Soft Set Decision/Forecasting System Based on Hybrid Parameter Reduction Algorithm
by: Mohammed, Mohammed Adam Taheir, et al.
Published: (2017)

Stress Net: Multimodal Stress Detection using ECG and EEG Signals
by: Lakshmi, K., et al.
Published: (2024)

Detection of eye movements based on EEG signals and the SAX algorithm
by: Shanmuga, P. M. M., et al.
Published: (2018)

Back Propagation Algorithm-Based Intelligent Model for Botnet Detection
by: Nik Quosthoni, Sunaidi, et al.
Published: (2018)

The preliminary design of outbreak detection model based on inspired immune system
by: Mohamad Mohsin, Mohamad Farhan, et al.
Published: (2013)

Test suite generation based on hybrid flower pollination algorithm and hill climbing
by: Nasser, Abdullah B., et al.
Published: (2021)

Solving 0/1 Knapsack Problem Using Hybrid HS and Jaya Algorithms
by: Alomoush, Alaa A., et al.
Published: (2018)

Implementation of topology converter into UM JaNetSim / Andrew Chiam Ming Jer
by: Andrew, Chiam Ming Jer
Published: (2004)