Detection of alzheimer's disease using deep learning

Detection of alzheimer's disease using deep learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2019.

Bibliografiska uppgifter
Huvudupphovsmän:	Hasan, Mahmudul, Hassan, Syed Zafrul, Azmi, Tanzina Hassan, Hossain, Emtiaz
Övriga upphovsmän:	Parvez, Mohammad Zavid
Materialtyp:	Lärdomsprov
Språk:	English
Publicerad:	Brac University 2021
Ämnen:	Alzheimer Machine learning Deep learning CNN MRI OASIS-1 Confusion matrix ROC curve
Länkar:	http://hdl.handle.net/10361/14404

Liknande verk

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

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

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

Cervical Cancer Detection from Cervix Image Using Pap smear Imaging through CNN
av: Bhuiyan, Mazedul Haque, et al.
Publicerad: (2021)

Comparative study of X-ray and CT scan images for the detection of COVID-19 using deep learning
av: Niloy, Ahashan Habib, et al.
Publicerad: (2021)

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

Application of deep convolutional neural network in multiclass skin cancer classification using custom CNN architecture
av: Shafique, Nadia, et al.
Publicerad: (2023)

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

Corn leaf disease detection using deep convolution neural network
av: Rabbi, Rawhatur, et al.
Publicerad: (2023)

Credit card fraud detection using machine learning techniques
av: Kabir, Tasmia, et al.
Publicerad: (2021)

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

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

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

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

Marine compounds in the treatment of Alzheimer’s disease
av: Parveen, Sanjana
Publicerad: (2022)

Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
av: Fiona, Driciru, et al.
Publicerad: (2024)

Comparison of different CNN architectures for brain tumor detection using fMRI
av: Mashiat, Afsara, et al.
Publicerad: (2021)

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

Predicting crime using deep learning
av: Shihab, Muhammad Nafees, et al.
Publicerad: (2024)

Appraising Credit Ratings : Does the CAP Fit Better than the ROC? /
av: Irwin, R. John
Publicerad: (2012)

Analysis of the impact of online education using EEG signals and machine learning algorithms
av: Hoque, Ehsanul, et al.
Publicerad: (2021)

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

RetinalNet-500: a newly developed CNN model for eye disease detection
av: Toki, Sadikul Alim, et al.
Publicerad: (2023)

Intracranial hemorrhage detection using CNN-LSTM fusion model
av: Ahmed, Kazi sabab, et al.
Publicerad: (2022)

A deep learning approach towards soft biometrics attributes prediction using CNN
av: Kibria, Maharab, et al.
Publicerad: (2022)

An efficient approach for binary classification in brain tumor detection using convolutional neural network
av: Islam, MD. Arman, et al.
Publicerad: (2023)

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

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

Exploring the role of programmed cell death protein 1 in alzheimer’s disease associated autoimmunity
av: Aana, Afsara Sumon
Publicerad: (2021)

Detection of multiple sclerosis using deep learning
av: Jannat, Sabila Al, et al.
Publicerad: (2021)

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

An implementation and analysis of deep learning models for the detection of wheat diseases
av: Zubair, Ahmad, et al.
Publicerad: (2024)

Bio-similar drug development and accessible drugs in the market for the treatment of Alzheimer's Disease: Current status
av: Tamanna, Mst. Taskia
Publicerad: (2023)

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

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

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

Classification of respiratory diseases and COVID-19 from respiratory and cough sound using deep learning techniques
av: Ahasan, Md. Mubtasim, et al.
Publicerad: (2022)

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

Damaged road detection using Image Processing and Deep Learning
av: Swadesh, Shimran Mahbub, et al.
Publicerad: (2022)

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