Development of an ensemble transfer learning-based convolutional neural networks model for grading of diabetic retinopathy /

Development of an ensemble transfer learning-based convolutional neural networks model for grading of diabetic retinopathy /

Diabetic Retinopathy (DR) is one of the diseases that infect people who suffer from diabetes. This chronic disease harms the patient retina and is considered one of the main causes of total blindness for people in the mid-age. Diagnosis of this disease is time-consuming and not accessible in some co...

وصف كامل

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Sallam, Muhammad Samer (مؤلف)
التنسيق:	أطروحة
اللغة:	English
منشور في:	Kuala Lumpur : Kulliyyah of Engineering, International Islamic University Malaysia, 2020
الموضوعات:	Theses, IIUM local
الوصول للمادة أونلاين:	http://studentrepo.iium.edu.my/handle/123456789/10273
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!

مواد مشابهة

Convolution neural network for diabetic retinopathy classification with select enhancment algorithm
بواسطة: Mohammed Sheet, Sinan Salim
منشور في: (2022)

Development of Deep Learning Classification Model for Diabetic Retinopathy Detection and Grading
بواسطة: Nurul Mirza Afiqah, Tajudin
منشور في: (2023)

Fusion features ensembling models using Siamese convolutional neural network for kinship verification
بواسطة: Mohammed Ali, Al Muashi
منشور في: (2021)

Face analysis using ensemble convolutional neural networks for driver drowsiness detection
بواسطة: Salman, Rais Mohammad

Classification of diabetic retinopathy clinical features using image enhancement technique and convolutional neural network / Abdul Hafiz Abu Samah
بواسطة: Abu Samah, Abdul Hafiz
منشور في: (2021)

Aedes Aegypti Larvae Detection System Based On Convolution Neural Network Via Transfer Learning
بواسطة: Mohd Fuad, Mohamad Aqil
منشور في: (2019)

Fusion of molecular representations and prediction of biological activity using convolutional neural network and transfer learning
بواسطة: Hamza, Hentabli
منشور في: (2019)

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

Convolution and max pooling layer accelerator for convolutional neural network
بواسطة: Goh, Jinn Chyn
منشور في: (2020)

An optimized convolutional neural network for arrhythmia classification
بواسطة: Shan, Wei Chen
منشور في: (2022)

Video annotation using convolution neural network
بواسطة: Wan Abd. Kadir, Wan Zahiruddin
منشور في: (2018)

Iris recognition using convolutional neural network /
بواسطة: Yuan, Zhuang
منشور في: (2018)

Aircraft recognition using convolutional neural network /
بواسطة: Nabilah Wan Zulkipli
منشور في: (2018)

Image Splicing Detection With Constrained Convolutional Neural Network
بواسطة: Lee, Yang Yang
منشور في: (2019)

Enhanced convolutional neural networks with fractional max-pooling /
بواسطة: Gambari, Zulqornain Abdulsalam
منشور في: (2016)

Fish species recognition using convolutional neural network /
بواسطة: Tan, Ying Ying
منشور في: (2018)

Multiobjective coevolution of artificial neural network ensembles for game artificial intelligence
بواسطة: Tan, Tse Guan
منشور في: (2013)

An ensemble of neural network and modified grey wolf optimizer for stock prediction
بواسطة: Das, Debashish
منشور في: (2019)

Investigation And Development Of Convolutional Neural Network Based Image Splicing Detection
بواسطة: Hasim, Siti Mastura Binti Md
منشور في: (2017)

Investigation And Development Of Convolutional Neural Network Based Image Splicing Detection
بواسطة: Md Hasim, Siti Mastura
منشور في: (2017)

Individual And Ensemble Pattern Classification Models Using Enhanced Fuzzy Min-Max Neural Networks
بواسطة: F. M., Mohammed
منشور في: (2014)

Pattern recognition of heart valve in echocardiogram using convolutional neural network /
بواسطة: Muhammad Hanif Ahmad Nizar
منشور في: (2017)

Progression of diabetic retinopathy following cataract surgery
بواسطة: Barkeh Hanim Bt. Jumaat
منشور في: (2000)

Bird species identification using spectrograms and convolutional neural networks
بواسطة: Saad, Aymen
منشور في: (2020)

Tongue colour diagnosis system using convolutional neural network
بواسطة: Tan, Yi Chen
منشور في: (2020)

Structural crack detection using deep convolutional neural network /
بواسطة: Ali, Raza
منشور في: (2022)

Speech emotion recognition using spectrograms and convolutional neural networks /
بواسطة: Majid, Taiba

Multimodal convolutional neural networks for sperm motility and concentration predictions
بواسطة: Goh, Voon Hueh
منشور في: (2023)

An efficient and effective convolutional neural network for visual pattern recognition
بواسطة: Liew, Shan Sung
منشور في: (2016)

Poultry esophagus detection using retinanet and mask region-based convolutional neural network object detection model
بواسطة: Nor Muhammad, Nor Aziah Amirah
منشور في: (2022)

Performance evaluation on quantized weight for convolutional neural network based object detection
بواسطة: Putra, Mohd Hasbullah
منشور في: (2021)

Faster convolutional neural network inferencing for screening red blood cell disease
بواسطة: Nor Azman, Muhammad Nor Azzafri
منشور في: (2021)

Identification of microscopy cell images by using convolutional neural network application /
بواسطة: Norfatin Farisya Ajis
منشور في: (2020)

Multimodal fingerprint and face biometrics with fragile watermarking and convolutional neural network
بواسطة: Najih, Abdulmawla
منشور في: (2020)

Malaysian License Plate Recognition Algorithm Using Convolutional Neural Network
بواسطة: Piramli, Muhamad Marzuki
منشور في: (2020)

Octane number prediction for gasoline blends using convolution neural network /
بواسطة: Zhu, Yue
منشور في: (2021)

Mammogram breast mass classification using deep convolutional neural network /
بواسطة: Mohd Nafie Maslan
منشور في: (2022)

Slow Fusion Triplanar Convolutional Neural Networks For Liver Tumor Segmentation
بواسطة: Chung, Sheng Hung
منشور في: (2022)

Convolutional neural networks for face recognition and finger-vein biometric identification
بواسطة: Ahmad Radzi, Syafeeza
منشور في: (2014)

White blood cell recognition for biomarker model using improved convolutional neural network (CNN)
بواسطة: Mohd Safuan, Syadia Nabilah
منشور في: (2022)

Services hosted by the Perpustakaan Sultan Abdul Samad, Universiti Putra Malaysia with Cooperation MySyL Group