An efficient deep learning approach to detect neurodegenerative diseases using retinal images

An efficient deep learning approach to detect neurodegenerative diseases using retinal images

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2023.

Detaylı Bibliyografya
Asıl Yazarlar:	Irfanuddin, Chowdhury Mohammad, Shafin, Wasique Islam, Ahmed, Koushik, Khan, Md. Hasib
Diğer Yazarlar:	Md. Ashraful, Alam
Materyal Türü:	Tez
Dil:	English
Baskı/Yayın Bilgisi:	Brac University 2023
Konular:	Neurodegenerative Multiple sclerosis Retinal images Deep learning Convolutional Neural Network Optical coherence tomography Cognitive learning theory Neural networks (Computer science) Optical images
Online Erişim:	http://hdl.handle.net/10361/21954

Benzer Materyaller

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
Yazar:: Khan, Farhan Sakib, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Efficient image processing and machine learning approach for predicting retinal diseases
Yazar:: Hasib, Mehadi Hasan, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Protovision: utilizing prototypical networks for retinal diseases classification based on few-shot learning
Yazar:: Nabil, Sheikh MD. Nafis Noor, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Critical retinal disease detection from optical coherence tomography images by deep convolutional neural network and explainable machine learning
Yazar:: Datta, Pranab, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Detecting different stages of Alzheimer’s disease from MRI images using deep learning and computer vision techniques
Yazar:: Rahman, Fardin, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

An efficient deep learning approach to detect skin Cancer
Yazar:: Islam, Ashfaqul, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Classification of retinal diseases from OCT images using deep learning models
Yazar:: Mokarrom, Md Saif, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

RetinalNet-500: a newly developed CNN model for eye disease detection
Yazar:: Toki, Sadikul Alim, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Image segmentation of X-Ray and optical images using U-Net/UNet++ based deep learning architecture
Yazar:: Sharma, Tanmoyee, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Pneumonia Disease detection using the convolutional neural network
Yazar:: Ashrafee, Md. Iftid, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Comparison of deep transfer learning models for cancer diagnosis
Yazar:: Joya, Nadia Islam, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Deep learning based early Glaucoma detection
Yazar:: Islam, Aabrar, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
Yazar:: Sakir, Adnan, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Affordable voice assistive intelligent glass for visually impaired people in perspective of Bangladesh
Yazar:: Peyal, Md. Mahmudul Kabir, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Detection of multiple sclerosis using deep learning
Yazar:: Jannat, Sabila Al, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

An efficient ML approach to detect brain tumor using MRI images
Yazar:: Muktadir, MD. Arafat, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

A novel lightweight CNN approach for Bangladeshi sign language gesture recognition
Yazar:: Rahman, Aryan, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Anti-aliasing for real-time applications in 3D using deep convolutional neural network
Yazar:: Siam, F. M. Jamius, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
Yazar:: Sagor, Mostofa Kamal, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Traumatic meningeal enhancement detection by deep learning-based biomedical image analysis and handcrafted features extraction
Yazar:: Uddin, Mohammad Sakib, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

An efficient deep learning approach to detect skin cancer using image data
Yazar:: Chowdhury, Yaser Al Rahman, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Image classification using deep neural network for efficient identification of traffic sign
Yazar:: Saha, Sourajit
Baskı/Yayın Bilgisi: (2018)

Autonomous fault diagnosis of commercially available PV modules using high-end deep learning frameworks
Yazar:: Tasawar, Ihtyaz Kader, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

An efficient deep learning approach to classify white blood cells
Yazar:: Turja, Afif Ibna Kadir Khan, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

A comparative analysis of the different CNN-LSTM model caption generation of medical images
Yazar:: Amin, Mahzabin Yasmin Binte, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Utilizing deep learning architectures for early detection of lung diseases in chest X-ray images
Yazar:: Ahmed, Sarder Tanvir, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Detecting Deepfake images using deep convolutional neural network
Yazar:: Dhar, Arpita, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Exploring deep features: deeper fully convolutional neural network for image segmentation
Yazar:: Kamran, Sharif Amit, ve diğerleri
Baskı/Yayın Bilgisi: (2017)

An efficient deep learning approach to detect COVID-19 infected lungs using image data
Yazar:: Kabir, Asif Rezwan, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Classification of different magnetic structures from image data using deep neural networks
Yazar:: Ibn Hasib, Fahad, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Dynamic image analysis for abnormal behavior detection
Yazar:: Ahmed, Md. Ashik, ve diğerleri
Baskı/Yayın Bilgisi: (2017)

Detection of skin cancer using Convolutional neural network
Yazar:: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, ve diğerleri
Baskı/Yayın Bilgisi: (2020)

Cancer classification using deep learning from medical image data
Yazar:: Monir, Raiyan Janik, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Prostate cancer detection using deep learning neural network with transfer learning approach
Yazar:: Badhon, Ariful Islam Mahmud, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
Yazar:: Mubin, Kazi Ehsanul, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
Yazar:: Fiona, Driciru, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Enhancing multiclass brain tumor classification using deep learning: leveraging superior imaging representations to improve inferior modality performance
Yazar:: Hossain, Shah Md. Shakhawath, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

An interpretable diagnosis of retinal diseases using vision transformer and Grad-CAM
Yazar:: Bhuiyan, Mahdi Hasan, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

An efficient deep learning approach for brain tumor detection using 3D convolutional neural network
Yazar:: Ali, Syed Muaz
Baskı/Yayın Bilgisi: (2023)

Single and multi-view 2D image processing for enhanced 3D object reconstruction
Yazar:: Ghosh, Swapnil, ve diğerleri
Baskı/Yayın Bilgisi: (2024)