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.

Bibliografiset tiedot
Päätekijät:	Islam, Md. Muntaha, Afiat, Mashfurah, Biswas, Adrita, Syffullah, Md Khalid, Rishan, Asadur Rahman
Muut tekijät:	Alam, Md. Ashraful
Aineistotyyppi:	Opinnäyte
Kieli:	English
Julkaistu:	Brac University 2022
Aiheet:	Covid-19 Deep Neural Network VGG Inception V3 ResNet Ensamble modeling VGG16 ResNet50 Machine learning Neural networks (Computer science)
Linkit:	http://hdl.handle.net/10361/17180

Samankaltaisia teoksia

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

Bone age comparison using convolutional neural network
Tekijä: Nawaz, Fariha, et al.
Julkaistu: (2019)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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