Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks

Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks

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

書誌詳細
主要な著者:	Awwal, Alvina, Shomee, Homaira Huda, Sadat, Sayed Us, Amin, Sadia Nur
その他の著者:	Parvez, Mohammad Zavid
フォーマット:	学位論文
言語:	English
出版事項:	Brac University 2021
主題:	Convolutional Neural Network (CNN) Alzheimer’s Disease (AD) Transfer Learning Neural Network (NN) MRI Deep Learning Average Ensemble VGG19 Inception-ResNet-v2 ResNet152v2 EfficientNetB5 EfficientNetB6
オンライン･アクセス:	http://hdl.handle.net/10361/15161

類似資料

Brain tumor segmentation from MRI images using convolutional neural networks
著者:: Khan, Mushfiqur Rahman
出版事項: (2024)

Detection of intracranial hemorrhage on CT scan images using convolutional neural network
著者:: Rahman, Afridi Ibn, 等
出版事項: (2022)

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

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

Plant disease detection using convolutional neural network
著者:: Hossain, Mohammad Shifat, 等
出版事項: (2021)

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

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
著者:: Khan, Farhan Sakib, 等
出版事項: (2022)

Covid-19 infected lung detection using machine learning
著者:: Islam, Md. Muntaha, 等
出版事項: (2022)

Automatic waste classification using deep learning and computer vision techniques
著者:: Akash, MD., 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)

Evaluating the effectiveness of CNN-based models for diabetic retinopathy detection
著者:: Niaz, H.M, 等
出版事項: (2024)

FoodieCal: a convolutional neural network based food detection and calorie estimation system
著者:: Mashraf, Chowdhury Zerif, 等
出版事項: (2021)

A comparative study of lung cancer prediction using deep learning
著者:: Mugdho, Aka Mohammad, 等
出版事項: (2023)

A deep learning approach to depression detection based on Convolutional Neural Networks and Transfer Learning
著者:: Sarmi, Kaniz Fatima, 等
出版事項: (2022)

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

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

Bone age comparison using convolutional neural network
著者:: Nawaz, Fariha, 等
出版事項: (2019)

Analyzing students’ concentration in online courses through Webcam
著者:: Asif, Md., 等
出版事項: (2024)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
著者:: Shahriar, Hasan, 等
出版事項: (2022)

Tomato leaf disease detection using convolutional neural network
著者:: Hasan, Md. Riazul, 等
出版事項: (2023)

Brain tumor detection with convolutional neural network
著者:: Galib, Abrar Tahmid, 等
出版事項: (2024)

An Analysis on Bengali handwritten conjunct character recognition and prediction
著者:: Munawar, Maazin, 等
出版事項: (2021)

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)

Approaching transfer learning to identify correctly worn facial masks
著者:: Sadid, Tausif, 等
出版事項: (2021)

Violent activity detection through surveillance camera using deep learning
著者:: Miah, Parvez, 等
出版事項: (2023)

MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
著者:: Haque, Abid Hossain, 等
出版事項: (2024)

Skin cancer classification for seven types of skin lesions
著者:: Rahman, Md. Tawsifur, 等
出版事項: (2024)

Unmasking malignancy of lung nodule using a modernized ConvNet toward the design of a vision transformer
著者:: Reza, Jamil Ur, 等
出版事項: (2023)

Explainable breast cancer detection from Histopathology images using transfer learning and XAI
著者:: Farabi, Farhan, 等
出版事項: (2023)

Classiﬁcation of damaged vegetation areas using convolutional neural network over satellite images
著者:: Haque, Samiha, 等
出版事項: (2021)

Masked face identification using face recognition
著者:: Hossen, Tareq, 等
出版事項: (2024)

An efficient face recognition model using multiple angular images and deep neural network architecture
著者:: Subah, Silma, 等
出版事項: (2024)

Detection of coronary artery blockage at an early stage using effective deep learning technique
著者:: Promit, Tahmid Ashrafee, 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)

Speech command classification based on deep neural networks
著者:: Hossain, Md. Sakib, 等
出版事項: (2023)

Machine fault diagnosis using a modified transferable CNN
著者:: Shammi, Sanjana Khan
出版事項: (2024)

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

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

Detecting brain tumor using deep neural networks from MRI images
著者:: Imamuzzaman, A.S.M., 等
出版事項: (2021)

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