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.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Rahman, Fardin, Sharif, Sadman, Islam, Syed Shams, Tirtho, Nihad Adnan Shah, Intheshar, Md. Ashir
Rannpháirtithe:	Karim, Dewan Ziaul
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2024
Ábhair:	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
Rochtain ar líne:	http://hdl.handle.net/10361/22870

Míreanna comhchosúla

Design and evaluation of convolutional neural network for detection of Alzheimer’s disease using MRI data
de réir: Mahbub, Riasat, et al.
Foilsithe / Cruthaithe: (2022)

An efficient deep learning approach to detect neurodegenerative diseases using retinal images
de réir: Irfanuddin, Chowdhury Mohammad, et al.
Foilsithe / Cruthaithe: (2023)

Smoke detection using deep Convolutional neural network
de réir: Niloy, Wahidul Hasan, et al.
Foilsithe / Cruthaithe: (2021)

KDANet: optical recognition for Bangla language using deep neural networks
de réir: Rabbi, Kazi Kamruzzaman, et al.
Foilsithe / Cruthaithe: (2023)

A color vision approach considering weather conditions based on auto encoder techniques using deep neural networks
de réir: Raj, Mohammad Mainuddin, et al.
Foilsithe / Cruthaithe: (2021)

Evaluating CNN and Vvsion transformer models for Mango Leaf variety identification
de réir: Labiba, Zaima, et al.
Foilsithe / Cruthaithe: (2024)

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

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

Autism detection based on MRI images using Deep Learning
de réir: Mostafa, Sadab, et al.
Foilsithe / Cruthaithe: (2023)

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
de réir: Khan, Farhan Sakib, et al.
Foilsithe / Cruthaithe: (2022)

An efficient handwritten Bangla character recognition system using computer vision and natural language processing
de réir: Aishi, Tanusree Das, et al.
Foilsithe / Cruthaithe: (2024)

An interpretable deep learning approach to detect Alzheimer using MRI images
de réir: Oni, Farhan Anzum, et al.
Foilsithe / Cruthaithe: (2023)

Leveraging robust CNN architectures for real-time object recognition from conveyor belt
de réir: Moon, Nowrin Tasnim, et al.
Foilsithe / Cruthaithe: (2023)

Learning OpenCV /
de réir: Bradski,Gary R.
Foilsithe / Cruthaithe: (2008)

Machine vision /
de réir: Snyder, Wesley E.
Foilsithe / Cruthaithe: (2004)

An analysis of vision care supplier : the case of Alpha Vision Limited
de réir: Ferdaus, Akib
Foilsithe / Cruthaithe: (2022)

Computer vision : a modern approach /
de réir: Forsyth, David
Foilsithe / Cruthaithe: (2003)

Single and multi-view 2D image processing for enhanced 3D object reconstruction
de réir: Ghosh, Swapnil, et al.
Foilsithe / Cruthaithe: (2024)

Segmentation based Kidney Tumor Classification using Deep Neural Network
de réir: Mehedi, Md Humaion Kabir, et al.
Foilsithe / Cruthaithe: (2022)

A review on adult neurogenesis in Alzheimer’s disease
de réir: Akter, Moriam
Foilsithe / Cruthaithe: (2022)

Semantic text extraction from CAPTCHA using Neural Networking
de réir: Chowdhury, Iftekhar Kabir, et al.
Foilsithe / Cruthaithe: (2022)

Visual object recognition using deep convolutional neural network
de réir: Ahmed, Sabbir
Foilsithe / Cruthaithe: (2017)

Visual object classification from fMRI data
de réir: Newaz, Syed Mishar, et al.
Foilsithe / Cruthaithe: (2022)

Leaf classification by feature extraction using CNN
de réir: Bhuiyan, Md. Mazharul Islam, et al.
Foilsithe / Cruthaithe: (2020)

Crime scene prediction by detecting threatening objects using convolutional neural network
de réir: Nakib, Mohammad, et al.
Foilsithe / Cruthaithe: (2017)

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

Exploring Alzheimer's disease prediction with XAI in various neural network models
de réir: Rahman, Quazi Ashikur, et al.
Foilsithe / Cruthaithe: (2022)

Image processing, analysis, and machine vision /
de réir: Sonka, Milan
Foilsithe / Cruthaithe: (2008)

Computer vision : a modern approach /
de réir: Forsyth, David A.
Foilsithe / Cruthaithe: (2012)

Efficacy of Rivastigmine in Alzheimer’s disease- A structured seview
de réir: Alim, Abdul
Foilsithe / Cruthaithe: (2023)

Efficient image processing and machine learning approach for predicting retinal diseases
de réir: Hasib, Mehadi Hasan, et al.
Foilsithe / Cruthaithe: (2021)

Bangla license plate recognition using convolutional neural networks (CNN)
de réir: Rahman, M M Shaifur
Foilsithe / Cruthaithe: (2018)

An efficient deep learning approach for detecting Alzheimer’s disease using brain images
de réir: Sani, Mehedi Hasan, et al.
Foilsithe / Cruthaithe: (2022)

Pneumonia Disease detection using the convolutional neural network
de réir: Ashrafee, Md. Iftid, et al.
Foilsithe / Cruthaithe: (2024)

Single and multi-view 2D image processing for enhanced 3D object reconstruction
de réir: Ghosh, Swapnil, et al.
Foilsithe / Cruthaithe: (2024)

Silent voice: harnessing deep learning for lip-reading in Bangla
de réir: Shaheen, Munia, et al.
Foilsithe / Cruthaithe: (2024)

A deep learning application for real-time debris detection: underwater environment
de réir: Sinthia, Afsana Kabir
Foilsithe / Cruthaithe: (2024)

Overall activities and customer satisfaction level of vision Capital Management Limited
de réir: Chowdhury, Agah Shoeb Aminn
Foilsithe / Cruthaithe: (2017)

An efficient way to convert 1D signal to 2D digital image using energy values
de réir: Azad, Muntasir, et al.
Foilsithe / Cruthaithe: (2018)

An efficient deep learning approach for brain tumor detection using 3D convolutional neural network
de réir: Ali, Syed Muaz
Foilsithe / Cruthaithe: (2023)