Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2021.

Podrobná bibliografie
Hlavní autoři:	Hasan, M. M. Kamrul, Angan, Farhan Faisal, Rashid, Tasmim
Další autoři:	Bin Ashraf, Faisal
Médium:	Diplomová práce
Jazyk:	en_US
Vydáno:	Brac University 2022
Témata:	Machine Learning Deep Learning Alzheimer MRI sMRI MCI ADNI CNN. Cognitive learning theory (Deep learning) Machine learning
On-line přístup:	http://hdl.handle.net/10361/17194

Podobné jednotky

Detection of alzheimer's disease using deep learning
Autor: Hasan, Mahmudul, a další
Vydáno: (2021)

Visual object classification from fMRI data
Autor: Newaz, Syed Mishar, a další
Vydáno: (2022)

Deep convolutional GAN-based data augmentation for medical image classification
Autor: Datta, Joy, a další
Vydáno: (2022)

An efficient approach for binary classification in brain tumor detection using convolutional neural network
Autor: Islam, MD. Arman, a další
Vydáno: (2023)

Application of CNN based architectures in detection of distracted drivers
Autor: Arafin, Irfana, a další
Vydáno: (2023)

Multi-classification based Alzheimer's disease detection with comparative analysis from brain MRI scans using deep learning
Autor: Kabir, Azmain, a další
Vydáno: (2022)

Intracranial hemorrhage detection using CNN-LSTM fusion model
Autor: Ahmed, Kazi sabab, a další
Vydáno: (2022)

Comparison of different CNN architectures for brain tumor detection using fMRI
Autor: Mashiat, Afsara, a další
Vydáno: (2021)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
Autor: Ashraf, S.M. Nabil, a další
Vydáno: (2021)

An efficient deep learning approach for detecting Alzheimer’s disease using brain images
Autor: Sani, Mehedi Hasan, a další
Vydáno: (2022)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
Autor: Toufique, S.M, a další
Vydáno: (2024)

Deep learning approaches to EEG and fMRI data: a comparative study for sleep stage classification
Autor: Tanvir, Farhan, a další
Vydáno: (2024)

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
Autor: Rayhan, Mohammad, a další
Vydáno: (2020)

ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
Autor: Bhuiyan, Abir Ahammed, a další
Vydáno: (2024)

Application of deep learning in MRI classification of Schizophrenia
Autor: Joyee, Ramisa Fariha, a další
Vydáno: (2024)

A modern technique to detect potholes by Computer Vision and Deep Learning
Autor: Saif, Muntasir Mahmud, a další
Vydáno: (2023)

Corn leaf disease detection using deep convolution neural network
Autor: Rabbi, Rawhatur, a další
Vydáno: (2023)

RetinalNet-500: a newly developed CNN model for eye disease detection
Autor: Toki, Sadikul Alim, a další
Vydáno: (2023)

Deep learning approaches for Bengali cyberbullying cetection on social media: a comparative study of BiLSTM, BiGRU and BERT models
Autor: Fahim, Kaji Mehedi Hasan, a další
Vydáno: (2024)

Deep learning based arrhythmia classification on low-cost and low-compute MCU
Autor: Zishan, Md Abu Obaida, a další
Vydáno: (2023)

In-depth analysis of deep learning architectures for brain tumor classification in MRI scans
Autor: Haque, Hossain MD. Hasibul, a další
Vydáno: (2024)

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
Autor: Islam, Zahedul, a další
Vydáno: (2023)

A deep learning approach towards soft biometrics attributes prediction using CNN
Autor: Kibria, Maharab, a další
Vydáno: (2022)

An efficient deep learning approach to detect skin Cancer
Autor: Islam, Ashfaqul, a další
Vydáno: (2022)

An implementation and analysis of deep learning models for the detection of wheat diseases
Autor: Zubair, Ahmad, a další
Vydáno: (2024)

Real-time foul detection in football matches using machine learning techniques
Autor: Siddiqui, Bishal Sadi, a další
Vydáno: (2024)

An interpretable transformer based approach to classify Malaria from blood cell images
Autor: Islam, Mehafuza, a další
Vydáno: (2023)

Empowering mobile network planning through deep learning: a path to democratization
Autor: Nabi, Syed Tauhidun
Vydáno: (2024)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
Autor: Sakir, Adnan, a další
Vydáno: (2023)

Classification of Bangla regional languages and recognition of artificial Bangla speech using deep learning
Autor: Hossain, Prommy Sultana
Vydáno: (2022)

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
Autor: Ghosh, Kawshik Kumar, a další
Vydáno: (2023)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
Autor: Turjo, Aquib Abtahi, a další
Vydáno: (2021)

Deep learning-based waste classification system for efficient waste management
Autor: Nakib, Abdullah Al, a další
Vydáno: (2022)

Detecting self-esteem level and depressive indication due to different parenting style using supervised learning techniques
Autor: Al Taawab, Abdullah, a další
Vydáno: (2022)

Classification and Explanation of Different Internet of Things (IoT) Network Attacks using Machine Learning, Deep Learning and XAI
Autor: Tasnim, Anika, a další
Vydáno: (2022)

A deep dive into node-level analysis with fusion RNN model for smart LTE network monitoring
Autor: Islam, Md Rashidul
Vydáno: (2024)

Predicting crime using deep learning
Autor: Shihab, Muhammad Nafees, a další
Vydáno: (2024)

Occluded object detection for autonomous vehicles employing YOLOv5, YOLOX and Faster R-CNN
Autor: Mostafa, Tanzim, a další
Vydáno: (2022)

Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
Autor: Islam, Roman, a další
Vydáno: (2024)

Prostate cancer detection using deep learning neural network with transfer learning approach
Autor: Badhon, Ariful Islam Mahmud, a další
Vydáno: (2022)