Covid-19 infected lung detection using machine learning

Covid-19 infected lung detection using machine learning

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

Manylion Llyfryddiaeth
Prif Awduron:	Islam, Md. Muntaha, Afiat, Mashfurah, Biswas, Adrita, Syffullah, Md Khalid, Rishan, Asadur Rahman
Awduron Eraill:	Alam, Md. Ashraful
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2022
Pynciau:	Covid-19 Deep Neural Network VGG Inception V3 ResNet Ensamble modeling VGG16 ResNet50 Machine learning Neural networks (Computer science)
Mynediad Ar-lein:	http://hdl.handle.net/10361/17180

Eitemau Tebyg

A deep learning approach for pneumonia classiﬁcation from chest X-Ray images with ensemble modelling and explainable AI
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Bone age comparison using convolutional neural network
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Cyhoeddwyd: (2019)

Detecting brain tumor using deep neural networks from MRI images
gan: Imamuzzaman, A.S.M., et al.
Cyhoeddwyd: (2021)

Citrus leaf disease detection by image processing
gan: Chowdhury, Mahir Faisal, et al.
Cyhoeddwyd: (2024)

Analyzing students’ concentration in online courses through Webcam
gan: Asif, Md., et al.
Cyhoeddwyd: (2024)

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
gan: Khan, Farhan Sakib, et al.
Cyhoeddwyd: (2022)

Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
gan: Tasnim, Sadia, et al.
Cyhoeddwyd: (2023)

Detection of intracranial hemorrhage on CT scan images using convolutional neural network
gan: Rahman, Afridi Ibn, et al.
Cyhoeddwyd: (2022)

CancerCare: A reliable and secured self-supervising and interactive system using deep learning
gan: Khisa, Pushpakali, et al.
Cyhoeddwyd: (2024)

Identifying brain abnormalities using image processing and CNN models
gan: Talukder, Ismat Shehrin, et al.
Cyhoeddwyd: (2021)

MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
gan: Haque, Abid Hossain, et al.
Cyhoeddwyd: (2024)

Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
gan: Awwal, Alvina, et al.
Cyhoeddwyd: (2021)

An efficient face recognition model using multiple angular images and deep neural network architecture
gan: Subah, Silma, et al.
Cyhoeddwyd: (2024)

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

Tomato leaf disease detection using convolutional neural network
gan: Hasan, Md. Riazul, et al.
Cyhoeddwyd: (2023)

FoodieCal: a convolutional neural network based food detection and calorie estimation system
gan: Mashraf, Chowdhury Zerif, et al.
Cyhoeddwyd: (2021)

An Efficient deep learning approach to detect Brain Tumor using MRI images
gan: Islam, Annur Tasnim, et al.
Cyhoeddwyd: (2022)

An Analysis on Bengali handwritten conjunct character recognition and prediction
gan: Munawar, Maazin, et al.
Cyhoeddwyd: (2021)

Unmasking malignancy of lung nodule using a modernized ConvNet toward the design of a vision transformer
gan: Reza, Jamil Ur, et al.
Cyhoeddwyd: (2023)

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
gan: Ismail, Sayem Mohammad, et al.
Cyhoeddwyd: (2021)

A comparative study of lung cancer prediction using deep learning
gan: Mugdho, Aka Mohammad, et al.
Cyhoeddwyd: (2023)

Skin lesion classification using different CNN models
gan: Oli, Md. Yahea Sultan
Cyhoeddwyd: (2023)

Leveraging robust CNN architectures for real-time object recognition from conveyor belt
gan: Moon, Nowrin Tasnim, et al.
Cyhoeddwyd: (2023)

Speech command classification based on deep neural networks
gan: Hossain, Md. Sakib, et al.
Cyhoeddwyd: (2023)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
gan: Shahriar, Farhan, et al.
Cyhoeddwyd: (2021)

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

Brain tumor segmentation from MRI images using convolutional neural networks
gan: Khan, Mushfiqur Rahman
Cyhoeddwyd: (2024)

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

Detection of coronary artery blockage at an early stage using effective deep learning technique
gan: Promit, Tahmid Ashrafee, et al.
Cyhoeddwyd: (2023)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
gan: Athina, Fahima Hasan, et al.
Cyhoeddwyd: (2022)

Approaching transfer learning to identify correctly worn facial masks
gan: Sadid, Tausif, et al.
Cyhoeddwyd: (2021)

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

Homomorphic encryption on deep learning in accurate prediction of brain tumour
gan: Sarwar, Arafat, et al.
Cyhoeddwyd: (2023)

Detection of pneumonia from chest X-ray images using machine learning
gan: Priya, Afsana Rahman, et al.
Cyhoeddwyd: (2023)

RansomListener: Ransom call sound investigation using LSTM and CNN Architectures
gan: Rahman, Rafeed, et al.
Cyhoeddwyd: (2021)

Two dimensional convolutional neural network CNN approach for detection of Bangla sign language
gan: Nag, Pollock, et al.
Cyhoeddwyd: (2023)

EAI4CC: deciphering lung and colon cancer categorization within a federated learning framework harnessing the power of explainable artificial intelligence
gan: Mim, Ankhi Akter, et al.
Cyhoeddwyd: (2024)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
gan: Shahriar, Hasan, et al.
Cyhoeddwyd: (2022)

A deep learning approach to depression detection based on Convolutional Neural Networks and Transfer Learning
gan: Sarmi, Kaniz Fatima, et al.
Cyhoeddwyd: (2022)

Plant disease detection using convolutional neural network
gan: Hossain, Mohammad Shifat, et al.
Cyhoeddwyd: (2021)