Deep learning based medical X-ray image recognition and classification

Deep learning based medical X-ray image recognition and classification

This thesis is submitted in partial fulfilment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2018.

Manylion Llyfryddiaeth
Prif Awdur:	Khan, Md. Rakib Hossain
Awduron Eraill:	Amitabha Chakrabarty
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	BRAC University 2019
Pynciau:	Image processing. Pattern recognition systems.
Mynediad Ar-lein:	http://hdl.handle.net/10361/11426

Eitemau Tebyg

A new pattern recognition method for abnormal event detection in crowded scenarios
gan: Mostafa, Tahjid Ashfaque
Cyhoeddwyd: (2017)

Real time dynamic facial recognition of subject at motion using angular image
gan: Tasneem, Sharah, et al.
Cyhoeddwyd: (2024)

Image recognition by deep learning
gan: Mohiuddin, Karishma, et al.
Cyhoeddwyd: (2018)

Handwritten Bangla character recognition to braille pattern conversion using image processing and machine learning
gan: Abir, Tawhidur Rahman, et al.
Cyhoeddwyd: (2019)

Facial recognition using dynamic image processing
gan: Haque, Md. Asiful, et al.
Cyhoeddwyd: (2017)

Image segmentation of X-Ray and optical images using U-Net/UNet++ based deep learning architecture
gan: Sharma, Tanmoyee, et al.
Cyhoeddwyd: (2021)

Pattern classification /
gan: Duda, Richard O.

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

Smart automated fruit freshness recognition system using image processing and deep learning
gan: Shil, Prantha, et al.
Cyhoeddwyd: (2023)

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

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

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

Fruit and vegetable freshness detection using deep learning
gan: Haque, Md. Mahidul, et al.
Cyhoeddwyd: (2023)

Image processing and deep learning approach to evaluate earthquake resistance of urban buildings
gan: Ahmed, Yasin, et al.
Cyhoeddwyd: (2018)

Urban pattern recognition from multi-spectral satellite images and flood prediction using machine learning models
gan: Tasnia, Rifah, et al.
Cyhoeddwyd: (2024)

Structurally and semantically coherent deep image inpainting
gan: Sami, Mirza Tanzim, et al.
Cyhoeddwyd: (2019)

Machine learning approach for face recognition from 3D models generated by multiple 2D angular images
gan: Mahmud, Moinuddin, et al.
Cyhoeddwyd: (2019)

Protovision: utilizing prototypical networks for retinal diseases classification based on few-shot learning
gan: Nabil, Sheikh MD. Nafis Noor, et al.
Cyhoeddwyd: (2024)

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

A novel approach for digital image watermarking
gan: Mitashe, Mashruha Raquib, et al.
Cyhoeddwyd: (2016)

Hardware architecture design of face recognition system based on FPGA
gan: Mondol, Raktim Kumar, et al.
Cyhoeddwyd: (2016)

An efficient way to convert 1D signal to 2D digital image using energy values
gan: Azad, Muntasir, et al.
Cyhoeddwyd: (2018)

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
gan: Hossain, Mohammad Sakib, et al.
Cyhoeddwyd: (2023)

Cancer detection using image processing techniques based on cell counting, cell area measurement and clump detection
gan: Pavel, Monirul Islam, et al.
Cyhoeddwyd: (2018)

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

A Comparative study on Bengali handwritten character recognition and prediction using CNN
gan: Abrar, Muntaqa, et al.
Cyhoeddwyd: (2021)

Detection of common thorax diseases from X-Ray images using a fusion of transfer and statistical learning method
gan: Rafi, Ahmad Abdur, et al.
Cyhoeddwyd: (2023)

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

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

Fake news pattern recognition using linguistic analysis
gan: Dey, Amitabha, et al.
Cyhoeddwyd: (2018)

Navigational intelligence at river: a laser-based imaging approach for nocturnal vessel detection
gan: Zafreen, Zasia, et al.
Cyhoeddwyd: (2024)

Neural networks for pattern recognition /
gan: Bishop, Christopher M.
Cyhoeddwyd: (1995)

An emergency based image filtering system
gan: Dhar, Bishakha, et al.
Cyhoeddwyd: (2019)

Image encryption and decryption using computer generated holography
gan: Istiaque, Md. Asif, et al.
Cyhoeddwyd: (2018)

Digital Image processing using MATLAB /
gan: Gonzalez, Rafael C.
Cyhoeddwyd: (2009)

Image processing, analysis, and machine vision /
gan: Sonka, Milan
Cyhoeddwyd: (2008)

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

Skin disease detection and classification using deep learning
gan: Shuvon, Mehedi Hasan, et al.
Cyhoeddwyd: (2022)

Phase Transitions in Machine Learning
gan: Lorenza Saitta, Attilio Giordana, Antoine Cornuéjols
Cyhoeddwyd: (2012)

Demystify the blackbox model of automated detection of lung and kidney diseases from X-ray and CT radiographs
gan: Islam, Md. Nazmul
Cyhoeddwyd: (2023)