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.

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Khan, Md. Rakib Hossain
مؤلفون آخرون:	Amitabha Chakrabarty
التنسيق:	أطروحة
اللغة:	English
منشور في:	BRAC University 2019
الموضوعات:	Image processing. Pattern recognition systems.
الوصول للمادة أونلاين:	http://hdl.handle.net/10361/11426

مواد مشابهة

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

Real time dynamic facial recognition of subject at motion using angular image
بواسطة: Tasneem, Sharah, وآخرون
منشور في: (2024)

Image recognition by deep learning
بواسطة: Mohiuddin, Karishma, وآخرون
منشور في: (2018)

Handwritten Bangla character recognition to braille pattern conversion using image processing and machine learning
بواسطة: Abir, Tawhidur Rahman, وآخرون
منشور في: (2019)

Facial recognition using dynamic image processing
بواسطة: Haque, Md. Asiful, وآخرون
منشور في: (2017)

Image segmentation of X-Ray and optical images using U-Net/UNet++ based deep learning architecture
بواسطة: Sharma, Tanmoyee, وآخرون
منشور في: (2021)

Pattern classification /
بواسطة: Duda, Richard O.

Cancer classification using deep learning from medical image data
بواسطة: Monir, Raiyan Janik, وآخرون
منشور في: (2022)

Smart automated fruit freshness recognition system using image processing and deep learning
بواسطة: Shil, Prantha, وآخرون
منشور في: (2023)

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
بواسطة: Hossain, Mainul, وآخرون
منشور في: (2022)

Image classification using deep neural network for efficient identification of traffic sign
بواسطة: Saha, Sourajit
منشور في: (2018)

Transfer learning based industrial steel plates fault diagnosis using industrial fault signals
بواسطة: Mizan, Mubasshira, وآخرون
منشور في: (2024)

Fruit and vegetable freshness detection using deep learning
بواسطة: Haque, Md. Mahidul, وآخرون
منشور في: (2023)

Image processing and deep learning approach to evaluate earthquake resistance of urban buildings
بواسطة: Ahmed, Yasin, وآخرون
منشور في: (2018)

Urban pattern recognition from multi-spectral satellite images and flood prediction using machine learning models
بواسطة: Tasnia, Rifah, وآخرون
منشور في: (2024)

Structurally and semantically coherent deep image inpainting
بواسطة: Sami, Mirza Tanzim, وآخرون
منشور في: (2019)

Machine learning approach for face recognition from 3D models generated by multiple 2D angular images
بواسطة: Mahmud, Moinuddin, وآخرون
منشور في: (2019)

Protovision: utilizing prototypical networks for retinal diseases classification based on few-shot learning
بواسطة: Nabil, Sheikh MD. Nafis Noor, وآخرون
منشور في: (2024)

Utilizing deep learning architectures for early detection of lung diseases in chest X-ray images
بواسطة: Ahmed, Sarder Tanvir, وآخرون
منشور في: (2024)

A novel approach for digital image watermarking
بواسطة: Mitashe, Mashruha Raquib, وآخرون
منشور في: (2016)

Hardware architecture design of face recognition system based on FPGA
بواسطة: Mondol, Raktim Kumar, وآخرون
منشور في: (2016)

An efficient way to convert 1D signal to 2D digital image using energy values
بواسطة: Azad, Muntasir, وآخرون
منشور في: (2018)

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
بواسطة: Hossain, Mohammad Sakib, وآخرون
منشور في: (2023)

Cancer detection using image processing techniques based on cell counting, cell area measurement and clump detection
بواسطة: Pavel, Monirul Islam, وآخرون
منشور في: (2018)

Single and multi-view 2D image processing for enhanced 3D object reconstruction
بواسطة: Ghosh, Swapnil, وآخرون
منشور في: (2024)

A Comparative study on Bengali handwritten character recognition and prediction using CNN
بواسطة: Abrar, Muntaqa, وآخرون
منشور في: (2021)

Detection of common thorax diseases from X-Ray images using a fusion of transfer and statistical learning method
بواسطة: Rafi, Ahmad Abdur, وآخرون
منشور في: (2023)

Traumatic meningeal enhancement detection by deep learning-based biomedical image analysis and handcrafted features extraction
بواسطة: Uddin, Mohammad Sakib, وآخرون
منشور في: (2024)

A comparative analysis of the different CNN-LSTM model caption generation of medical images
بواسطة: Amin, Mahzabin Yasmin Binte, وآخرون
منشور في: (2023)

Fake news pattern recognition using linguistic analysis
بواسطة: Dey, Amitabha, وآخرون
منشور في: (2018)

Navigational intelligence at river: a laser-based imaging approach for nocturnal vessel detection
بواسطة: Zafreen, Zasia, وآخرون
منشور في: (2024)

Neural networks for pattern recognition /
بواسطة: Bishop, Christopher M.
منشور في: (1995)

An emergency based image filtering system
بواسطة: Dhar, Bishakha, وآخرون
منشور في: (2019)

Image encryption and decryption using computer generated holography
بواسطة: Istiaque, Md. Asif, وآخرون
منشور في: (2018)

Digital Image processing using MATLAB /
بواسطة: Gonzalez, Rafael C.
منشور في: (2009)

Image processing, analysis, and machine vision /
بواسطة: Sonka, Milan
منشور في: (2008)

Exploring deep features: deeper fully convolutional neural network for image segmentation
بواسطة: Kamran, Sharif Amit, وآخرون
منشور في: (2017)

Skin disease detection and classification using deep learning
بواسطة: Shuvon, Mehedi Hasan, وآخرون
منشور في: (2022)

Phase Transitions in Machine Learning
بواسطة: Lorenza Saitta, Attilio Giordana, Antoine Cornuéjols
منشور في: (2012)

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