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.

書誌詳細
主要な著者:	Sani, Mehedi Hasan, Rahman, Mohibur, Achib, Md. Abdullah Al, Hossain, Rakib
その他の著者:	Alam, Md. Ashraful
フォーマット:	学位論文
言語:	English
出版事項:	Brac University 2022
主題:	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.
オンライン･アクセス:	http://hdl.handle.net/10361/16906

類似資料

An interpretable deep learning approach to detect Alzheimer using MRI images
著者:: Oni, Farhan Anzum, 等
出版事項: (2023)

Detection of alzheimer's disease using deep learning
著者:: Hasan, Mahmudul, 等
出版事項: (2021)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
著者:: Hasan, M. M. Kamrul, 等
出版事項: (2022)

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
著者:: Hossain, Mohammad Sakib, 等
出版事項: (2023)

An efficient deep learning approach to detect citrus leaves disease
著者:: Emon, Shaharear Hossain, 等
出版事項: (2024)

In-depth analysis of deep learning architectures for brain tumor classification in MRI scans
著者:: Haque, Hossain MD. Hasibul, 等
出版事項: (2024)

Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
著者:: Awwal, Alvina, 等
出版事項: (2021)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
著者:: Shahriar, Farhan, 等
出版事項: (2021)

An Efficient deep learning approach to detect Brain Tumor using MRI images
著者:: Islam, Annur Tasnim, 等
出版事項: (2022)

Early prediction of Alzheimer's disease using convolutional neural network
著者:: Abed, Mahjabeen Tamanna, 等
出版事項: (2020)

Efficacy of Rivastigmine in Alzheimer’s disease- A structured seview
著者:: Alim, Abdul
出版事項: (2023)

Deep learning-based waste classification system for efficient waste management
著者:: Nakib, Abdullah Al, 等
出版事項: (2022)

Plant disease diagnosis using deep transfer learning architectures- VGG19, MobileNetV2 and Inception-V3
著者:: Kobra, Khadija-Tul, 等
出版事項: (2022)

An efficient deep learning approach to detect skin Cancer
著者:: Islam, Ashfaqul, 等
出版事項: (2022)

Deep learning-based real-time pothole detection for avoiding road accident
著者:: Basher, Rafsan, 等
出版事項: (2022)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
著者:: Athina, Fahima Hasan, 等
出版事項: (2022)

Prostate cancer detection using deep learning neural network with transfer learning approach
著者:: Badhon, Ariful Islam Mahmud, 等
出版事項: (2022)

Multi-classification based Alzheimer's disease detection with comparative analysis from brain MRI scans using deep learning
著者:: Kabir, Azmain, 等
出版事項: (2022)

An efficient approach for recyclable waste detection and classification using image processing techniques
著者:: Chowdhury, Prabal Kumar, 等
出版事項: (2024)

An ambient assisted living system for Alzheimer’s patients
著者:: Abedin, Minhajul, 等
出版事項: (2023)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
著者:: Choudhury, Prionto Kumar, 等
出版事項: (2024)

Skin disease detection and classification using deep learning
著者:: Shuvon, Mehedi Hasan, 等
出版事項: (2022)

Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
著者:: Tasnim, Sadia, 等
出版事項: (2023)

An efficient ML approach to detect brain tumor using MRI images
著者:: Muktadir, MD. Arafat, 等
出版事項: (2024)

Application of deep learning in MRI classification of Schizophrenia
著者:: Joyee, Ramisa Fariha, 等
出版事項: (2024)

CancerCare: A reliable and secured self-supervising and interactive system using deep learning
著者:: Khisa, Pushpakali, 等
出版事項: (2024)

Citrus leaf disease detection by image processing
著者:: Chowdhury, Mahir Faisal, 等
出版事項: (2024)

Critical retinal disease detection from optical coherence tomography images by deep convolutional neural network and explainable machine learning
著者:: Datta, Pranab, 等
出版事項: (2021)

Gender-specific Rhabdomyolysis risk in Alzheimer’s disease patients receiving memantine: a pharmacovigilance study
著者:: Tabassum, Nadira
出版事項: (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
著者:: Chowdhury, Sariya Uzrat
出版事項: (2022)

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
著者:: Ismail, Sayem Mohammad, 等
出版事項: (2021)

Federated GAN based biomedical image augmentation and classification for Alzheimer’s disease
著者:: Roy, Aditya, 等
出版事項: (2023)

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

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
著者:: Hossain, Mainul, 等
出版事項: (2022)

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

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
著者:: Sagor, Mostofa Kamal, 等
出版事項: (2021)

A modern technique to detect potholes by Computer Vision and Deep Learning
著者:: Saif, Muntasir Mahmud, 等
出版事項: (2023)

Identifying brain abnormalities using image processing and CNN models
著者:: Talukder, Ismat Shehrin, 等
出版事項: (2021)

An efficient deep learning approach to detect skin cancer using image data
著者:: Chowdhury, Yaser Al Rahman, 等
出版事項: (2023)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
著者:: Ashraf, S.M. Nabil, 等
出版事項: (2021)