Detecting different stages of Alzheimer’s disease from MRI images using deep learning and computer vision techniques

Detecting different stages of Alzheimer’s disease from MRI images using deep learning and computer vision techniques

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2024.

Manylion Llyfryddiaeth
Prif Awduron:	Rahman, Fardin, Sharif, Sadman, Islam, Syed Shams, Tirtho, Nihad Adnan Shah, Intheshar, Md. Ashir
Awduron Eraill:	Karim, Dewan Ziaul
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	Machine learning Alzheimer Disease detection Convolutional neural network Neuroimaging Positron emission tomography Computer vision Neural networks (Computer science) Optical data processing Image processing > Digital techniques
Mynediad Ar-lein:	http://hdl.handle.net/10361/22870

Eitemau Tebyg

Design and evaluation of convolutional neural network for detection of Alzheimer’s disease using MRI data
gan: Mahbub, Riasat, et al.
Cyhoeddwyd: (2022)

An efficient deep learning approach to detect neurodegenerative diseases using retinal images
gan: Irfanuddin, Chowdhury Mohammad, et al.
Cyhoeddwyd: (2023)

Smoke detection using deep Convolutional neural network
gan: Niloy, Wahidul Hasan, et al.
Cyhoeddwyd: (2021)

KDANet: optical recognition for Bangla language using deep neural networks
gan: Rabbi, Kazi Kamruzzaman, et al.
Cyhoeddwyd: (2023)

A color vision approach considering weather conditions based on auto encoder techniques using deep neural networks
gan: Raj, Mohammad Mainuddin, et al.
Cyhoeddwyd: (2021)

Evaluating CNN and Vvsion transformer models for Mango Leaf variety identification
gan: Labiba, Zaima, et al.
Cyhoeddwyd: (2024)

A color vision approach for reconstructing color images in different lighting conditions based on auto encoder technique using deep neural networks
gan: Gomes, Paul Richie, et al.
Cyhoeddwyd: (2021)

A color vision approach based on the autoencoder technique and deep neural networks for reconstructing color images under various lighting conditions
gan: Faisal, Asm, et al.
Cyhoeddwyd: (2024)

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

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
gan: Khan, Farhan Sakib, et al.
Cyhoeddwyd: (2022)

An efficient handwritten Bangla character recognition system using computer vision and natural language processing
gan: Aishi, Tanusree Das, et al.
Cyhoeddwyd: (2024)

An interpretable deep learning approach to detect Alzheimer using MRI images
gan: Oni, Farhan Anzum, et al.
Cyhoeddwyd: (2023)

Leveraging robust CNN architectures for real-time object recognition from conveyor belt
gan: Moon, Nowrin Tasnim, et al.
Cyhoeddwyd: (2023)

Learning OpenCV /
gan: Bradski,Gary R.
Cyhoeddwyd: (2008)

Machine vision /
gan: Snyder, Wesley E.
Cyhoeddwyd: (2004)

An analysis of vision care supplier : the case of Alpha Vision Limited
gan: Ferdaus, Akib
Cyhoeddwyd: (2022)

Computer vision : a modern approach /
gan: Forsyth, David
Cyhoeddwyd: (2003)

Single and multi-view 2D image processing for enhanced 3D object reconstruction
gan: Ghosh, Swapnil, et al.
Cyhoeddwyd: (2024)

Segmentation based Kidney Tumor Classification using Deep Neural Network
gan: Mehedi, Md Humaion Kabir, et al.
Cyhoeddwyd: (2022)

A review on adult neurogenesis in Alzheimer’s disease
gan: Akter, Moriam
Cyhoeddwyd: (2022)

Semantic text extraction from CAPTCHA using Neural Networking
gan: Chowdhury, Iftekhar Kabir, et al.
Cyhoeddwyd: (2022)

Visual object recognition using deep convolutional neural network
gan: Ahmed, Sabbir
Cyhoeddwyd: (2017)

Visual object classification from fMRI data
gan: Newaz, Syed Mishar, et al.
Cyhoeddwyd: (2022)

Leaf classification by feature extraction using CNN
gan: Bhuiyan, Md. Mazharul Islam, et al.
Cyhoeddwyd: (2020)

Crime scene prediction by detecting threatening objects using convolutional neural network
gan: Nakib, Mohammad, et al.
Cyhoeddwyd: (2017)

OpenCV 2 computer vision application programming cookbook : over 50 recipes to master this library of programming functions for real-time computer vision /
gan: Laganière,R
Cyhoeddwyd: (2011)

Exploring Alzheimer's disease prediction with XAI in various neural network models
gan: Rahman, Quazi Ashikur, et al.
Cyhoeddwyd: (2022)

Image processing, analysis, and machine vision /
gan: Sonka, Milan
Cyhoeddwyd: (2008)

Computer vision : a modern approach /
gan: Forsyth, David A.
Cyhoeddwyd: (2012)

Efficacy of Rivastigmine in Alzheimer’s disease- A structured seview
gan: Alim, Abdul
Cyhoeddwyd: (2023)

Efficient image processing and machine learning approach for predicting retinal diseases
gan: Hasib, Mehadi Hasan, et al.
Cyhoeddwyd: (2021)

Bangla license plate recognition using convolutional neural networks (CNN)
gan: Rahman, M M Shaifur
Cyhoeddwyd: (2018)

An efficient deep learning approach for detecting Alzheimer’s disease using brain images
gan: Sani, Mehedi Hasan, et al.
Cyhoeddwyd: (2022)

Pneumonia Disease detection using the convolutional neural network
gan: Ashrafee, Md. Iftid, et al.
Cyhoeddwyd: (2024)

Single and multi-view 2D image processing for enhanced 3D object reconstruction
gan: Ghosh, Swapnil, et al.
Cyhoeddwyd: (2024)

Silent voice: harnessing deep learning for lip-reading in Bangla
gan: Shaheen, Munia, et al.
Cyhoeddwyd: (2024)

A deep learning application for real-time debris detection: underwater environment
gan: Sinthia, Afsana Kabir
Cyhoeddwyd: (2024)

Overall activities and customer satisfaction level of vision Capital Management Limited
gan: Chowdhury, Agah Shoeb Aminn
Cyhoeddwyd: (2017)

An efficient way to convert 1D signal to 2D digital image using energy values
gan: Azad, Muntasir, et al.
Cyhoeddwyd: (2018)

An efficient deep learning approach for brain tumor detection using 3D convolutional neural network
gan: Ali, Syed Muaz
Cyhoeddwyd: (2023)