Comparison of deep transfer learning models for cancer diagnosis

Comparison of deep transfer learning models for cancer diagnosis

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2022.

Manylion Llyfryddiaeth
Prif Awduron:	Joya, Nadia Islam, Turna, Tasfia Haque, Sukhi, Zinia Nawrin, Promy, Tania Ferdousey
Awduron Eraill:	Uddin, Jia
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2023
Pynciau:	Convolutional Neural Network(CNN) Deep transfer learning Cancer detection Image processing Neural networks (Computer science) Image processing > Digital techniques.
Mynediad Ar-lein:	http://hdl.handle.net/10361/18250

Eitemau Tebyg

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

Skin cancer detection and classification using multiple optimized deep convolutional neural network
gan: Sakir, Adnan, et al.
Cyhoeddwyd: (2023)

Pneumonia Disease detection using the convolutional neural network
gan: Ashrafee, Md. Iftid, et al.
Cyhoeddwyd: (2024)

Detecting Deepfake images using deep convolutional neural network
gan: Dhar, Arpita, et al.
Cyhoeddwyd: (2022)

Cancer classification using deep learning from medical image data
gan: Monir, Raiyan Janik, et al.
Cyhoeddwyd: (2022)

Traumatic meningeal enhancement detection by deep learning-based biomedical image analysis and handcrafted features extraction
gan: Uddin, Mohammad Sakib, et al.
Cyhoeddwyd: (2024)

An enhanced CNN model for classifying skin cancer
gan: Haider, Kazi MD Minhajul, et al.
Cyhoeddwyd: (2022)

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

A comparative analysis of the different CNN-LSTM model caption generation of medical images
gan: Amin, Mahzabin Yasmin Binte, et al.
Cyhoeddwyd: (2023)

Design and evaluation of convolutional neural network for detection of Alzheimer’s disease using MRI data
gan: Mahbub, Riasat, et al.
Cyhoeddwyd: (2022)

Deep learning based early Glaucoma detection
gan: Islam, Aabrar, et al.
Cyhoeddwyd: (2024)

Exploring deep features: deeper fully convolutional neural network for image segmentation
gan: Kamran, Sharif Amit, et al.
Cyhoeddwyd: (2017)

Autonomous fault diagnosis of commercially available PV modules using high-end deep learning frameworks
gan: Tasawar, Ihtyaz Kader, et al.
Cyhoeddwyd: (2021)

Prostate cancer detection using deep learning neural network with transfer learning approach
gan: Badhon, Ariful Islam Mahmud, et al.
Cyhoeddwyd: (2022)

Detection of skin cancer using Convolutional neural network
gan: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, et al.
Cyhoeddwyd: (2020)

An efficient approach to detect melanoma skin cancer using a custom CNN model
gan: Rahman, K.M Saidur, et al.
Cyhoeddwyd: (2023)

Image classification using deep neural network for efficient identification of traffic sign
gan: Saha, Sourajit
Cyhoeddwyd: (2018)

Efficient image processing and machine learning approach for predicting retinal diseases
gan: Hasib, Mehadi Hasan, et al.
Cyhoeddwyd: (2021)

Leaf classification by feature extraction using CNN
gan: Bhuiyan, Md. Mazharul Islam, et al.
Cyhoeddwyd: (2020)

Single and multi-view 2D image processing for enhanced 3D object reconstruction
gan: Ghosh, Swapnil, et al.
Cyhoeddwyd: (2024)

Computer vision-based Bengali sign language to text generation
gan: Tazalli, Tonjih, et al.
Cyhoeddwyd: (2022)

An efficient deep learning approach to detect neurodegenerative diseases using retinal images
gan: Irfanuddin, Chowdhury Mohammad, et al.
Cyhoeddwyd: (2023)

Early detection of cervical cancer using deep neural networks
gan: Akhund, Atoshi, et al.
Cyhoeddwyd: (2023)

Utilizing deep learning architectures for early detection of lung diseases in chest X-ray images
gan: Ahmed, Sarder Tanvir, et al.
Cyhoeddwyd: (2024)

Anti-aliasing for real-time applications in 3D using deep convolutional neural network
gan: Siam, F. M. Jamius, et al.
Cyhoeddwyd: (2021)

Transfer learning based industrial steel plates fault diagnosis using industrial fault signals
gan: Mizan, Mubasshira, et al.
Cyhoeddwyd: (2024)

Skin cancer classification for seven types of skin lesions
gan: Rahman, Md. Tawsifur, et al.
Cyhoeddwyd: (2024)

A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
gan: Mubin, Kazi Ehsanul, et al.
Cyhoeddwyd: (2022)

Classiﬁcation of damaged vegetation areas using convolutional neural network over satellite images
gan: Haque, Samiha, et al.
Cyhoeddwyd: (2021)

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

An efficient deep learning approach to detect COVID-19 infected lungs using image data
gan: Kabir, Asif Rezwan, et al.
Cyhoeddwyd: (2022)

A novel lightweight CNN approach for Bangladeshi sign language gesture recognition
gan: Rahman, Aryan, et al.
Cyhoeddwyd: (2023)

D-ARTNET22 V1: a neural network framework against stolen digital artworks getting Non-Fungible Token (NFT) labels
gan: Dipro, Farhan Hasin, et al.
Cyhoeddwyd: (2024)

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

A color vision approach based on the autoencoder technique and deep neural networks for reconstructing color images under various lighting conditions
gan: Faisal, Asm, et al.
Cyhoeddwyd: (2024)

Silent voice: harnessing deep learning for lip-reading in Bangla
gan: Shaheen, Munia, et al.
Cyhoeddwyd: (2024)

Plant leaf disease identification
gan: Hasan Mahin, Mohammad Rakibul, et al.
Cyhoeddwyd: (2024)

A color vision approach for reconstructing color images in different lighting conditions based on auto encoder technique using deep neural networks
gan: Gomes, Paul Richie, et al.
Cyhoeddwyd: (2021)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
gan: Choudhury, Prionto Kumar, et al.
Cyhoeddwyd: (2024)

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
gan: Hossain, Mainul, et al.
Cyhoeddwyd: (2022)