Efficient image processing and machine learning approach for predicting retinal diseases

Efficient image processing and machine learning approach for predicting retinal diseases

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2020.

Detaylı Bibliyografya
Asıl Yazarlar:	Hasib, Mehadi Hasan, Sultana, Tasnim, Chowdhury, Chandrika
Diğer Yazarlar:	Alam, Md. Ashraful
Materyal Türü:	Tez
Dil:	en_US
Baskı/Yayın Bilgisi:	Brac University 2021
Konular:	Image Processing Deep Learning Neural Network Convolutional Neural Network Artificial Neural Network Retinal Disease
Online Erişim:	http://dspace.bracu.ac.bd/xmlui/handle/10361/14451

Benzer Materyaller

An efficient deep learning approach to detect neurodegenerative diseases using retinal images
Yazar:: Irfanuddin, Chowdhury Mohammad, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

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

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

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

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

Visual object recognition using deep convolutional neural network
Yazar:: Ahmed, Sabbir
Baskı/Yayın Bilgisi: (2017)

A deep learning approach for prediction of ADHD using brain structure
Yazar:: Siam, Shafin Ahad, 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)

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)

An efficient ML approach to detect brain tumor using MRI images
Yazar:: Muktadir, MD. Arafat, 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)

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
Yazar:: Ferdous, Md.Rubaiat, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

A color vision approach based on the autoencoder technique and deep neural networks for reconstructing color images under various lighting conditions
Yazar:: Faisal, Asm, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Crime scene prediction by detecting threatening objects using convolutional neural network
Yazar:: Nakib, Mohammad, ve diğerleri
Baskı/Yayın Bilgisi: (2017)

Semantic text extraction from CAPTCHA using Neural Networking
Yazar:: Chowdhury, Iftekhar Kabir, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Plant leaf disease identification
Yazar:: Hasan Mahin, Mohammad Rakibul, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

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

Design and evaluation of convolutional neural network for detection of Alzheimer’s disease using MRI data
Yazar:: Mahbub, Riasat, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

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

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)

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

A color vision approach for reconstructing color images in different lighting conditions based on auto encoder technique using deep neural networks
Yazar:: Gomes, Paul Richie, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
Yazar:: Ifty, Md. Hasin Sarwar, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

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)

Incorporating deep features extracted from convolutional neural networks to utilize machine learning classifiers for improved identification of Maize Leaf Disease
Yazar:: Khan, Shama, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

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

Early detection of parkinson’s disease using image processing and artificial neural network
Yazar:: Rumman, Mosarrat, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

PlantGuard: intelligent plant disease detection
Yazar:: Khanom, Nazifa
Baskı/Yayın Bilgisi: (2024)

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

Leaf classification by feature extraction using CNN
Yazar:: Bhuiyan, Md. Mazharul Islam, ve diğerleri
Baskı/Yayın Bilgisi: (2020)

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

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
Yazar:: Reza, S. M. Mushfiq, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

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

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)

Detection of handwritten text using convolutional neural network
Yazar:: Jasim, Rabib Bin, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Explainable Deepfake video detection using Convolutional Neural Network and CapsuleNet
Yazar:: Ishrak, Gazi Hasin, 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 Brain Tumor using MRI images
Yazar:: Islam, Annur Tasnim, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

A supervised machine learning approach to predict vulnerability to drug addiction
Yazar:: Faisal, Fahim, ve diğerleri
Baskı/Yayın Bilgisi: (2020)