CancerCare: A reliable and secured self-supervising and interactive system using deep learning

CancerCare: A reliable and secured self-supervising and interactive system using deep learning

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

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Khisa, Pushpakali, Hossain, Arisha, Raihana, Anika, Khan, Alisha, Tonu, Tamanna Sultana
Rannpháirtithe:	Noor, Jannatun
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2024
Ábhair:	Histopathological cell image Deep convolutional neural network VGG16 VGG19 ResNet50 ResNet152 Xception DenseNet12 Survey Image recognition Oncologists Cognitive learning theory (Deep learning)
Rochtain ar líne:	http://hdl.handle.net/10361/22059

Míreanna comhchosúla

Citrus leaf disease detection by image processing
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Foilsithe / Cruthaithe: (2024)

Detection of coronary artery blockage at an early stage using effective deep learning technique
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Foilsithe / Cruthaithe: (2023)

Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
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Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
de réir: Ismail, Sayem Mohammad, et al.
Foilsithe / Cruthaithe: (2021)

EAI4CC: deciphering lung and colon cancer categorization within a federated learning framework harnessing the power of explainable artificial intelligence
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Foilsithe / Cruthaithe: (2024)

Covid-19 infected lung detection using machine learning
de réir: Islam, Md. Muntaha, et al.
Foilsithe / Cruthaithe: (2022)

Detection of intracranial hemorrhage on CT scan images using convolutional neural network
de réir: Rahman, Afridi Ibn, et al.
Foilsithe / Cruthaithe: (2022)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
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Foilsithe / Cruthaithe: (2024)

Detecting brain tumor using deep neural networks from MRI images
de réir: Imamuzzaman, A.S.M., et al.
Foilsithe / Cruthaithe: (2021)

A deep learning approach for pneumonia classiﬁcation from chest X-Ray images with ensemble modelling and explainable AI
de réir: Akhter, Nasrin
Foilsithe / Cruthaithe: (2023)

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
de réir: Khan, Farhan Sakib, et al.
Foilsithe / Cruthaithe: (2022)

Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
de réir: Awwal, Alvina, et al.
Foilsithe / Cruthaithe: (2021)

Kidney Disease detection and classification from CT Images using Watershed Segmentation and Deep Learning.
de réir: Hossain, Mohammad Sakib, et al.
Foilsithe / Cruthaithe: (2023)

Bone age comparison using convolutional neural network
de réir: Nawaz, Fariha, et al.
Foilsithe / Cruthaithe: (2019)

Unmasking malignancy of lung nodule using a modernized ConvNet toward the design of a vision transformer
de réir: Reza, Jamil Ur, et al.
Foilsithe / Cruthaithe: (2023)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
de réir: Athina, Fahima Hasan, et al.
Foilsithe / Cruthaithe: (2022)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
de réir: Shahriar, Hasan, et al.
Foilsithe / Cruthaithe: (2022)

An Efficient deep learning approach to detect Brain Tumor using MRI images
de réir: Islam, Annur Tasnim, et al.
Foilsithe / Cruthaithe: (2022)

Plant disease detection using convolutional neural network
de réir: Hossain, Mohammad Shifat, et al.
Foilsithe / Cruthaithe: (2021)

A comparative study of lung cancer prediction using deep learning
de réir: Mugdho, Aka Mohammad, et al.
Foilsithe / Cruthaithe: (2023)

Brain tumor segmentation from MRI images using convolutional neural networks
de réir: Khan, Mushfiqur Rahman
Foilsithe / Cruthaithe: (2024)

A deep learning approach to depression detection based on Convolutional Neural Networks and Transfer Learning
de réir: Sarmi, Kaniz Fatima, et al.
Foilsithe / Cruthaithe: (2022)

Identifying brain abnormalities using image processing and CNN models
de réir: Talukder, Ismat Shehrin, et al.
Foilsithe / Cruthaithe: (2021)

Violent activity detection through surveillance camera using deep learning
de réir: Miah, Parvez, et al.
Foilsithe / Cruthaithe: (2023)

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

Explainable breast cancer detection from Histopathology images using transfer learning and XAI
de réir: Farabi, Farhan, et al.
Foilsithe / Cruthaithe: (2023)

Early detection of cervical cancer using deep neural networks
de réir: Akhund, Atoshi, et al.
Foilsithe / Cruthaithe: (2023)

An Analysis on Bengali handwritten conjunct character recognition and prediction
de réir: Munawar, Maazin, et al.
Foilsithe / Cruthaithe: (2021)

Retinal Diseases Detection using Deep Learning
de réir: Mashfi, Shahriar, et al.
Foilsithe / Cruthaithe: (2023)

An interpretable deep learning approach to detect Alzheimer using MRI images
de réir: Oni, Farhan Anzum, et al.
Foilsithe / Cruthaithe: (2023)

Approaching transfer learning to identify correctly worn facial masks
de réir: Sadid, Tausif, et al.
Foilsithe / Cruthaithe: (2021)

Skin lesion classification using different CNN models
de réir: Oli, Md. Yahea Sultan
Foilsithe / Cruthaithe: (2023)

Tomato leaf disease detection using Resnet-50 and MobileNet Architecture
de réir: Tahamid, Abu
Foilsithe / Cruthaithe: (2021)

Classiﬁcation of damaged vegetation areas using convolutional neural network over satellite images
de réir: Haque, Samiha, et al.
Foilsithe / Cruthaithe: (2021)

Analyzing students’ concentration in online courses through Webcam
de réir: Asif, Md., et al.
Foilsithe / Cruthaithe: (2024)

An efficient approach for recyclable waste detection and classification using image processing techniques
de réir: Chowdhury, Prabal Kumar, et al.
Foilsithe / Cruthaithe: (2024)

Tomato leaf disease detection using convolutional neural network
de réir: Hasan, Md. Riazul, et al.
Foilsithe / Cruthaithe: (2023)

Detection of pneumonia from chest X-ray images using machine learning
de réir: Priya, Afsana Rahman, et al.
Foilsithe / Cruthaithe: (2023)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
de réir: Shahriar, Farhan, et al.
Foilsithe / Cruthaithe: (2021)

Deep learning-based waste classification system for efficient waste management
de réir: Nakib, Abdullah Al, et al.
Foilsithe / Cruthaithe: (2022)