A GAN-based federated learning architecture for data augmentation of medical images

A GAN-based federated learning architecture for data augmentation of medical images

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2022.

書目詳細資料
Main Authors:	Al Rakin, Abdullah, Iqbal Majumder, MD. Akib, Kabir, Mohammad Farhan, Arafin, Rudmila
其他作者:	Reza, Tanzim
格式:	Thesis
語言:	English
出版:	Brac University 2023
主題:	GAN Generator Discriminator Federated Learning OCT Deep Convolutional Generative Adversarial Network (DCGAN) Wasserstein GAN (WGAN) Distributed GAN Mode Collapse Non-iid Data. Natural language processing (Computer science) Machine learning
在線閱讀:	http://hdl.handle.net/10361/18089

相似書籍

Federated GAN based biomedical image augmentation and classification for Alzheimer’s disease
由: Roy, Aditya, et al.
出版: (2023)

Normalizing images in various weather and lighting conditions using Pix2Pix GAN
由: Tasnim, Sanjida, et al.
出版: (2024)

Autism detection based on MRI images using Deep Learning
由: Mostafa, Sadab, et al.
出版: (2023)

Optimal transport theory based GAN for medical image augmentation and classification
由: Siddiki Shan, Md. Abdul Kahhar, et al.
出版: (2023)

A comparative study of car image generation quality using DCGAN and VSGAN
由: Shayer, Mirza Ahmad, et al.
出版: (2022)

Generating and compressing images from a large volume of discrete datasets using GANs along with different compression techniques and studying the results
由: Sajid, Mayeen Abedin, et al.
出版: (2023)

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

Surrounding-aware screen-space-global-illumination using generative adversarial network
由: Mahmud, Abrar, et al.
出版: (2023)

An improved deepfake detection using deep learning
由: Paul, Annay, et al.
出版: (2023)

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

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

Skin cancer classification for seven types of skin lesions
由: Rahman, Md. Tawsifur, et al.
出版: (2024)

Predictive location generation using machine learning approach
由: Hasan, S.A.M Khaled, et al.
出版: (2018)

Image generation from freehand sketches using Diffusion Models
由: Tanvir, Farhan, et al.
出版: (2024)

The importance of generation z work culture and its effects on employee retention
由: Hamid, Sadman Ishraq
出版: (2024)

Design challenges and scope for cognitive radio wireless networks in Bangladesh
由: Jahed, Tasnia, et al.
出版: (2016)

The theta system

City solid waste generation doubles in 10 years: BRAC University study reveals
由: The Financial Express
出版: (2016)

A semi-supervised federated learning approach leveraging pseudo-labeling for Knee Osteoarthritis severity detection
由: Rifat, Rakib Hossain
出版: (2024)

Electrical system for generator
由: WOHA Designs PTE LTD, et al.
出版: (2023)

On the road /
由: Kerouac, Jack, 1922-1969
出版: (1991)

Structurally and semantically coherent deep image inpainting
由: Sami, Mirza Tanzim, et al.
出版: (2019)

Federated ensemble-learning for transport mode detection in vehicular edge network
由: Alam, MD. Mustakin, et al.
出版: (2023)

Introduction to black hole physics
由: Frolov, V. P.

Quantum transport in nanostructured thermoelectric generator
由: Hossain, Mohammad Mobassar, et al.
出版: (2016)

Understanding generation Z: what working conditions are the most important motivating factors for generation Z in Bangladesh
由: Himi, Taki Nawer
出版: (2021)

Fortifying federated learning: security against model poisoning attacks
由: Anan, Fabiha, et al.
出版: (2024)

Internship report on micro-learning blessing for generation Z
由: Uddin, Junayed
出版: (2024)

CSR practice at energy sector procurement in Bangladesh: a case study on gas transmission pipeline project under Gas Transmission Company Ltd.(GTCL)
由: Faroque, Iqbal Bahar
出版: (2018)

Investigating the challenges of first-generation learners in primary education in Narsingdi Sadar
由: Maruf, Fazlul Haque
出版: (2024)

A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
由: Mubin, Kazi Ehsanul, et al.
出版: (2022)

Rule based automated pronunciation generator
由: Mosaddeque, Ayesha Binte, et al.
出版: (2010)

The Generating factors of antimicrobial peptide’s production in human
由: Mahbub, Jerin
出版: (2018)

Resource-aware task scheduling by an adversarial bandit solver method in wireless sensor networks
由: Khan, Muhidul Islam
出版: (2016)

Research on generative sign language using neural networks
由: Selim, Bushra Binte, et al.
出版: (2021)

Effect of climate change on electricity demand and power generation of Bangladesh
由: Wares, S.M. Abrar Fahim, et al.
出版: (2018)

Instruction to start the work at BRACU new campus project (Generator)
由: Brac University
出版: (2023)

Software based signal generator and oscilloscope
由: Zaheed, Shaneela, et al.
出版: (2017)

Integrated development in Afghanistan: employment and income generation programme, July 2002-June 2003
由: BRAC
出版: (2016)

Morphological theory : an introduction to word structure in generative grammar /
由: Spencer, Andrew
出版: (1991)