Utilizing deep learning architectures for early detection of lung diseases in chest X-ray images

Utilizing deep learning architectures for early detection of lung diseases in chest X-ray images

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

Библиографические подробности
Главные авторы:	Ahmed, Sarder Tanvir, Mahdin, Mohammad Fairoz, Barua, Shomtirtha, Abir, Fahim Shariar
Другие авторы:	Chakrabarty, Amitabha
Формат:	Диссертация
Язык:	English
Опубликовано:	Brac University 2024
Предметы:	Covid-19 Pneumonia Chest X-rays (CXR) Image processing Data mining Deep learning Convolutional Neural Network (CNN) Ensemble Cognitive learning theory Neural networks (Computer science) Image processing > Digital techniques.
Online-ссылка:	http://hdl.handle.net/10361/23072

Схожие документы

Thoracic complication detection on chest X-rays using deep learning
по: Ratul, Rizwanul Hoque, и др.
Опубликовано: (2021)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
по: Sagor, Mostofa Kamal, и др.
Опубликовано: (2021)

X-Ray classification to detect COVID-19 using ensemble model
по: Solaiman, Ishmam Ahmed, и др.
Опубликовано: (2021)

An efficient deep learning approach to detect COVID-19 infected lungs using image data
по: Kabir, Asif Rezwan, и др.
Опубликовано: (2022)

A deep learning approach for pneumonia classiﬁcation from chest X-Ray images with ensemble modelling and explainable AI
по: Akhter, Nasrin
Опубликовано: (2023)

Comparative study of X-ray and CT scan images for the detection of COVID-19 using deep learning
по: Niloy, Ahashan Habib, и др.
Опубликовано: (2021)

Pneumonia Disease detection using the convolutional neural network
по: Ashrafee, Md. Iftid, и др.
Опубликовано: (2024)

Enhancing multiclass brain tumor classification using deep learning: leveraging superior imaging representations to improve inferior modality performance
по: Hossain, Shah Md. Shakhawath, и др.
Опубликовано: (2024)

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

A deep learning approach for prediction of ADHD using brain structure
по: Siam, Shafin Ahad, и др.
Опубликовано: (2024)

Comparison of deep transfer learning models for cancer diagnosis
по: Joya, Nadia Islam, и др.
Опубликовано: (2023)

Detection of common thorax diseases from X-Ray images using a fusion of transfer and statistical learning method
по: Rafi, Ahmad Abdur, и др.
Опубликовано: (2023)

An efficient deep learning approach to detect skin Cancer
по: Islam, Ashfaqul, и др.
Опубликовано: (2022)

An efficient deep learning approach to detect neurodegenerative diseases using retinal images
по: Irfanuddin, Chowdhury Mohammad, и др.
Опубликовано: (2023)

Enhanced medical image analysis: leveraging CUDA for fast and accurate Pneumonia detection with optimized CNNs
по: Alvi, Md.Waseq Alauddin
Опубликовано: (2024)

Efficient image processing and machine learning approach for predicting retinal diseases
по: Hasib, Mehadi Hasan, и др.
Опубликовано: (2021)

A novel lightweight CNN approach for Bangladeshi sign language gesture recognition
по: Rahman, Aryan, и др.
Опубликовано: (2023)

Anti-aliasing for real-time applications in 3D using deep convolutional neural network
по: Siam, F. M. Jamius, и др.
Опубликовано: (2021)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
по: Sakir, Adnan, и др.
Опубликовано: (2023)

Deep learning based early Glaucoma detection
по: Islam, Aabrar, и др.
Опубликовано: (2024)

Autonomous fault diagnosis of commercially available PV modules using high-end deep learning frameworks
по: Tasawar, Ihtyaz Kader, и др.
Опубликовано: (2021)

Traumatic meningeal enhancement detection by deep learning-based biomedical image analysis and handcrafted features extraction
по: Uddin, Mohammad Sakib, и др.
Опубликовано: (2024)

Classification of retinal diseases from OCT images using deep learning models
по: Mokarrom, Md Saif, и др.
Опубликовано: (2024)

A comparative analysis of the different CNN-LSTM model caption generation of medical images
по: Amin, Mahzabin Yasmin Binte, и др.
Опубликовано: (2023)

Exploring deep features: deeper fully convolutional neural network for image segmentation
по: Kamran, Sharif Amit, и др.
Опубликовано: (2017)

Crystals, x-rays and proteins
по: Sherwood, Dennis

Detection of pneumonia from chest X-ray images using machine learning
по: Priya, Afsana Rahman, и др.
Опубликовано: (2023)

Cancer classification using deep learning from medical image data
по: Monir, Raiyan Janik, и др.
Опубликовано: (2022)

Detecting Deepfake images using deep convolutional neural network
по: Dhar, Arpita, и др.
Опубликовано: (2022)

A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
по: Mubin, Kazi Ehsanul, и др.
Опубликовано: (2022)

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

An efficient ML approach to detect brain tumor using MRI images
по: Muktadir, MD. Arafat, и др.
Опубликовано: (2024)

Single and multi-view 2D image processing for enhanced 3D object reconstruction
по: Ghosh, Swapnil, и др.
Опубликовано: (2024)

Classification of different magnetic structures from image data using deep neural networks
по: Ibn Hasib, Fahad, и др.
Опубликовано: (2023)

Visual object recognition using deep convolutional neural network
по: Ahmed, Sabbir
Опубликовано: (2017)

Detection of multiple sclerosis using deep learning
по: Jannat, Sabila Al, и др.
Опубликовано: (2021)

An efficient deep learning approach to classify white blood cells
по: Turja, Afif Ibna Kadir Khan, и др.
Опубликовано: (2024)

Plant leaf disease identification
по: Hasan Mahin, Mohammad Rakibul, и др.
Опубликовано: (2024)

An efficient deep learning approach to detect skin cancer using image data
по: Chowdhury, Yaser Al Rahman, и др.
Опубликовано: (2023)

Dynamic image analysis for abnormal behavior detection
по: Ahmed, Md. Ashik, и др.
Опубликовано: (2017)