Deep neural network models for COVID-19 diagnosis from CT-Scan, explainability and analysis using trained models

Deep neural network models for COVID-19 diagnosis from CT-Scan, explainability and analysis using trained models

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Podrobná bibliografie
Hlavní autoři:	Islam, Tahsin, Absar, Shahriar, Nasif, S.M. Ali Ijtihad, Mridul, Sadman Sakib
Další autoři:	Islam, MD.Saiful
Médium:	Diplomová práce
Jazyk:	English
Vydáno:	Brac University 2021
Témata:	Covid-19 Respiratory diseases X-ray CT-Scan Deep Neural Network CNN VGG19 Inception v3 MobileNetV2 Resnet-50 Rapid approach Neural networks (Computer science) Machine learning Respiratory agents
On-line přístup:	http://hdl.handle.net/10361/15677

Podobné jednotky

Detection of intracranial hemorrhage on CT scan images using convolutional neural network
Autor: Rahman, Afridi Ibn, a další
Vydáno: (2022)

Comparative study of X-ray and CT scan images for the detection of COVID-19 using deep learning
Autor: Niloy, Ahashan Habib, a další
Vydáno: (2021)

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

X-Ray (2D) and CT-scanned (3D) image matching for person identification
Autor: Hossain, Khondker Fariha, a další
Vydáno: (2018)

Analyzing students’ concentration in online courses through Webcam
Autor: Asif, Md., a další
Vydáno: (2024)

Covid-19 infected lung detection using machine learning
Autor: Islam, Md. Muntaha, a další
Vydáno: (2022)

Tomato leaf disease detection using convolutional neural network
Autor: Hasan, Md. Riazul, a další
Vydáno: (2023)

Skin cancer classification for seven types of skin lesions
Autor: Rahman, Md. Tawsifur, a další
Vydáno: (2024)

Deep 3D convolutional neural network in early detection of Lung cancer
Autor: Hossain, Khandoker Jobayer, a další
Vydáno: (2019)

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
Autor: Khan, Farhan Sakib, a další
Vydáno: (2022)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
Autor: Shahriar, Farhan, a další
Vydáno: (2021)

Approaching transfer learning to identify correctly worn facial masks
Autor: Sadid, Tausif, a další
Vydáno: (2021)

Explainable breast cancer detection from Histopathology images using transfer learning and XAI
Autor: Farabi, Farhan, a další
Vydáno: (2023)

Smoke detection using deep Convolutional neural network
Autor: Niloy, Wahidul Hasan, a další
Vydáno: (2021)

Evaluating the effectiveness of CNN-based models for diabetic retinopathy detection
Autor: Niaz, H.M, a další
Vydáno: (2024)

Plant disease diagnosis using deep transfer learning architectures- VGG19, MobileNetV2 and Inception-V3
Autor: Kobra, Khadija-Tul, a další
Vydáno: (2022)

Two dimensional convolutional neural network CNN approach for detection of Bangla sign language
Autor: Nag, Pollock, a další
Vydáno: (2023)

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
Autor: Hossain, Mohammad Sakib, a další
Vydáno: (2023)

Identifying brain abnormalities using image processing and CNN models
Autor: Talukder, Ismat Shehrin, a další
Vydáno: (2021)

A comparative study of lung cancer prediction using deep learning
Autor: Mugdho, Aka Mohammad, a další
Vydáno: (2023)

Automatic waste classification using deep learning and computer vision techniques
Autor: Akash, MD., a další
Vydáno: (2023)

Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
Autor: Awwal, Alvina, a další
Vydáno: (2021)

An efficient deep learning approach to detect COVID-19 infected lungs using image data
Autor: Kabir, Asif Rezwan, a další
Vydáno: (2022)

X-Ray classification to detect COVID-19 using ensemble model
Autor: Solaiman, Ishmam Ahmed, a další
Vydáno: (2021)

Thoracic complication detection on chest X-rays using deep learning
Autor: Ratul, Rizwanul Hoque, a další
Vydáno: (2021)

An efficient face recognition model using multiple angular images and deep neural network architecture
Autor: Subah, Silma, a další
Vydáno: (2024)

FoodieCal: a convolutional neural network based food detection and calorie estimation system
Autor: Mashraf, Chowdhury Zerif, a další
Vydáno: (2021)

Currently available dosage forms and the route of administration of drugs for COVID-19 treatments
Autor: Ahmed, Hummam Abrar
Vydáno: (2023)

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
Autor: Ismail, Sayem Mohammad, a další
Vydáno: (2021)

Citrus leaf disease detection by image processing
Autor: Chowdhury, Mahir Faisal, a další
Vydáno: (2024)

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

Critical retinal disease detection from optical coherence tomography images by deep convolutional neural network and explainable machine learning
Autor: Datta, Pranab, a další
Vydáno: (2021)

MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
Autor: Haque, Abid Hossain, a další
Vydáno: (2024)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
Autor: Athina, Fahima Hasan, a další
Vydáno: (2022)

An interpretable deep learning approach to detect Alzheimer using MRI images
Autor: Oni, Farhan Anzum, a další
Vydáno: (2023)

A hybrid FL-enabled ensemble approach for lung disease diagnosis leveraging fusion of SWIN transformer and CNN
Autor: Chowdhury, Asif Hasan, a další
Vydáno: (2023)

Multi-hospital surveillance and antibiotic sensitivity among bacterial isolates of acute respiratory and enteric infection in underfive children in Dhaka, Bangladesh
Autor: Rahat, Asifuzzaman
Vydáno: (2019)

Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
Autor: Tasnim, Sadia, a další
Vydáno: (2023)

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

Detection of pneumonia from chest X-ray images using machine learning
Autor: Priya, Afsana Rahman, a další
Vydáno: (2023)