Early detection of diabetic retinopathy using deep learning techniques

Early detection of diabetic retinopathy using deep learning techniques

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

書目詳細資料
Main Authors:	Gomes, Veronica Jessica, Alavee, Kazi Ahnaf, Sarda, Anirudh, Akhand, Zebel-E-Noor
其他作者:	Mostakim, Moin
格式:	Thesis
語言:	English
出版:	Brac University 2022
主題:	Data preprocessing Transfer learning Convolutional neural network Xception Inception Cognitive learning theory (Deep learning) Diabetic retinopathy Electronic data processing > Data preparation 286 906984 Engineering
在線閱讀:	http://hdl.handle.net/10361/15869

相似書籍

Diabetic retinopathy detection and classification by using deep learning
由: Hossain, Shahriar, et al.
出版: (2022)

Diabetic retinopathy detection using machine learning
由: Maliha, Maisha, et al.
出版: (2018)

Diabetic retinopathy detection using image-processing
由: Zaman, Asif Uz, et al.
出版: (2016)

A novel and superior approach to diabetic management: utilization of a fuzzy-logic based system for precision insulin dosing in type 2 diabetes patients
由: Orni, Proma Roy
出版: (2018)

Detection of skin diseases using deep learning
由: Shodoy, Masuk Ur Rahman
出版: (2024)

Developing a machine learning based prognostic model and a supporting web-based application for predicting the possibility of early diabetes and diabetic kidney disease
由: Amin, M.M. Shahriar, et al.
出版: (2021)

An efficient deep learning approach to classify white blood cells
由: Turja, Afif Ibna Kadir Khan, et al.
出版: (2024)

Hypothesizing precise cancer treatments based on patient survival using machine learning & deep learning
由: Sakib, Hasibul, et al.
出版: (2024)

Visual object recognition using deep convolutional neural network
由: Ahmed, Sabbir
出版: (2017)

Evaluating the effectiveness of CNN-based models for diabetic retinopathy detection
由: Niaz, H.M, et al.
出版: (2024)

Detection of fake identities on twitter using supervised machine learning
由: Rahman, MD. Takiur, et al.
出版: (2019)

A deep learning approach for prediction of ADHD using brain structure
由: Siam, Shafin Ahad, et al.
出版: (2024)

An implementation and analysis of deep learning models for the detection of wheat diseases
由: Zubair, Ahmad, et al.
出版: (2024)

Predicting depression in Bangladeshi undergraduates using machine learning
由: Choudhury, Ahnaf Atef, et al.
出版: (2019)

Detection of handwritten text using convolutional neural network
由: Jasim, Rabib Bin, et al.
出版: (2024)

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
由: Ferdous, Md.Rubaiat, et al.
出版: (2024)

Classification of retinal diseases from OCT images using deep learning models
由: Mokarrom, Md Saif, et al.
出版: (2024)

Critical retinal disease detection from optical coherence tomography images by deep convolutional neural network and explainable machine learning
由: Datta, Pranab, et al.
出版: (2021)

A Study of gainful employment of learners receiving skills training in the informal sector using Machine Learning
由: Raizan, Syed Ahsan, et al.
出版: (2021)

Document template identification and data extraction using machine learning and deep learning approach
由: Roy, Kaushik, et al.
出版: (2024)

Classifying insect pests from image data using deep learning
由: Mohsin, Md. Raiyan Bin, et al.
出版: (2022)

Pest detection system using machine learning techniques
由: Prithvi, Protyusha Barua, et al.
出版: (2022)

A machine learning-based approach for data analysis to ascertain suicidal individuals from Social media users
由: Nahar, Fatiha Binte Kamrun, et al.
出版: (2023)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
由: Shahriar, Hasan, et al.
出版: (2022)

Impact of machine learning and deep learning on biomedical applications and healthcare industry
由: Kabir, Md Saif, et al.
出版: (2024)

Comprehensive analysis and development of deep learning models for Bengali character’s spectrogram image classification in child speech: introduction of spectro SETNet
由: Ahmed, Syed Istiaque, et al.
出版: (2024)

Gender classification in Bangla language using deep learning-based voice analysis
由: Hakim, Talukder Juhaer, et al.
出版: (2024)

An efficient deep learning approach to detect skin Cancer
由: Islam, Ashfaqul, et al.
出版: (2022)

An autoencoder-based decentralized clustering leveraging model aggregation fusion strategy
由: Hasan, Nahid
出版: (2024)

An advanced data fabric architecture leveraging homomorphic encryption and federated learning
由: Rieyan, Sakib Anwar, et al.
出版: (2023)

Classification of peripheral blood cell images using deep learning
由: Aadi, Oyshik Ahmed, et al.
出版: (2024)

Deep convolutional GAN-based data augmentation for medical image classification
由: Datta, Joy, et al.
出版: (2022)

Deep learning approaches to EEG and fMRI data: a comparative study for sleep stage classification
由: Tanvir, Farhan, et al.
出版: (2024)

Medical image reader powered by artificial intelligence
由: Palok, Tanvir Ahmed, et al.
出版: (2024)

Generation of realistic images from human drawn sketches using deep learning
由: Mahbub, Mohammed Julfikar Ali, et al.
出版: (2022)

A novel approach to forecast traffic congestion using CMTF and machine learning
由: Chowdhury, Md. Mohiuddin, et al.
出版: (2018)

Start up business solution using machine learning
由: Sohan, Saad Ahmed, et al.
出版: (2018)

Machine learning and statistics : the interface /
出版: (1997)

Verifying online signatures through an iterative device independent model
由: Tahsin, Samiha, et al.
出版: (2024)

A secured federated learning system leveraging confidence score to identify retinal disease
由: Eshan, M Sakib Osman, et al.
出版: (2023)