An efficient deep learning approach for detecting Alzheimer’s disease using brain images

An efficient deep learning approach for detecting Alzheimer’s disease using brain images

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

Dades bibliogràfiques
Autors principals:	Sani, Mehedi Hasan, Rahman, Mohibur, Achib, Md. Abdullah Al, Hossain, Rakib
Altres autors:	Alam, Md. Ashraful
Format:	Thesis
Idioma:	English
Publicat:	Brac University 2022
Matèries:	CNN Deep learning VGG-19 Resnet-101 Inception v3 MRI image classification Detecting Alzheimer disease Cognitive learning theory (Deep learning) Alzheimer's disease. Neural networks (Computer science) Brain > Imaging > Mathematical models.
Accés en línia:	http://hdl.handle.net/10361/16906

Ítems similars

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

Detection of alzheimer's disease using deep learning
per: Hasan, Mahmudul, et al.
Publicat: (2021)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
per: Hasan, M. M. Kamrul, et al.
Publicat: (2022)

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
per: Hossain, Mohammad Sakib, et al.
Publicat: (2023)

An efficient deep learning approach to detect citrus leaves disease
per: Emon, Shaharear Hossain, et al.
Publicat: (2024)

In-depth analysis of deep learning architectures for brain tumor classification in MRI scans
per: Haque, Hossain MD. Hasibul, et al.
Publicat: (2024)

Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
per: Awwal, Alvina, et al.
Publicat: (2021)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
per: Shahriar, Farhan, et al.
Publicat: (2021)

An Efficient deep learning approach to detect Brain Tumor using MRI images
per: Islam, Annur Tasnim, et al.
Publicat: (2022)

Early prediction of Alzheimer's disease using convolutional neural network
per: Abed, Mahjabeen Tamanna, et al.
Publicat: (2020)

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

Deep learning-based waste classification system for efficient waste management
per: Nakib, Abdullah Al, et al.
Publicat: (2022)

Plant disease diagnosis using deep transfer learning architectures- VGG19, MobileNetV2 and Inception-V3
per: Kobra, Khadija-Tul, et al.
Publicat: (2022)

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

Deep learning-based real-time pothole detection for avoiding road accident
per: Basher, Rafsan, et al.
Publicat: (2022)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
per: Athina, Fahima Hasan, et al.
Publicat: (2022)

Prostate cancer detection using deep learning neural network with transfer learning approach
per: Badhon, Ariful Islam Mahmud, et al.
Publicat: (2022)

Multi-classification based Alzheimer's disease detection with comparative analysis from brain MRI scans using deep learning
per: Kabir, Azmain, et al.
Publicat: (2022)

An efficient approach for recyclable waste detection and classification using image processing techniques
per: Chowdhury, Prabal Kumar, et al.
Publicat: (2024)

An ambient assisted living system for Alzheimer’s patients
per: Abedin, Minhajul, et al.
Publicat: (2023)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
per: Choudhury, Prionto Kumar, et al.
Publicat: (2024)

Skin disease detection and classification using deep learning
per: Shuvon, Mehedi Hasan, et al.
Publicat: (2022)

Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
per: Tasnim, Sadia, et al.
Publicat: (2023)

An efficient ML approach to detect brain tumor using MRI images
per: Muktadir, MD. Arafat, et al.
Publicat: (2024)

Application of deep learning in MRI classification of Schizophrenia
per: Joyee, Ramisa Fariha, et al.
Publicat: (2024)

CancerCare: A reliable and secured self-supervising and interactive system using deep learning
per: Khisa, Pushpakali, et al.
Publicat: (2024)

Citrus leaf disease detection by image processing
per: Chowdhury, Mahir Faisal, et al.
Publicat: (2024)

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

Gender-specific Rhabdomyolysis risk in Alzheimer’s disease patients receiving memantine: a pharmacovigilance study
per: Tabassum, Nadira
Publicat: (2024)

Knowledge of Alzheimer’s disease and its relationship with attitude towards genetic testing for the disease: a survey of the general public in Bangladesh
per: Chowdhury, Sariya Uzrat
Publicat: (2022)

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
per: Ismail, Sayem Mohammad, et al.
Publicat: (2021)

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

A deep learning approach for pneumonia classiﬁcation from chest X-Ray images with ensemble modelling and explainable AI
per: Akhter, Nasrin
Publicat: (2023)

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
per: Hossain, Mainul, et al.
Publicat: (2022)

A pharmacovigilance study to determine risk of mortality in male and female patients with Alzheimer's disease using Rivastigmine
per: Shehab, Habibul Mohsin
Publicat: (2024)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
per: Sagor, Mostofa Kamal, et al.
Publicat: (2021)

A modern technique to detect potholes by Computer Vision and Deep Learning
per: Saif, Muntasir Mahmud, et al.
Publicat: (2023)

Identifying brain abnormalities using image processing and CNN models
per: Talukder, Ismat Shehrin, et al.
Publicat: (2021)

An efficient deep learning approach to detect skin cancer using image data
per: Chowdhury, Yaser Al Rahman, et al.
Publicat: (2023)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
per: Ashraf, S.M. Nabil, et al.
Publicat: (2021)