Early detection of cervical cancer using deep neural networks

Early detection of cervical cancer using deep neural networks

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2022.

Manylion Llyfryddiaeth
Prif Awduron:	Akhund, Atoshi, Ahmad, Saad, Taki, Sarwar Siddiqui
Awduron Eraill:	Alam, Md. Ashraful
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2023
Pynciau:	Cervical cancer HPV Precancerous lesions Cervix image Deep neural network VGG ResNet Inception Neural networks (Computer science) Cervix uteri > Cancer > Diagnosis
Mynediad Ar-lein:	http://hdl.handle.net/10361/18093

Eitemau Tebyg

Comparative analysis and machine learning predictions of cervical cancer incidence: a multi-national study
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Decoding the functional roles of intronic microRNA miR-2355 and its host gene KLF7 in immunobiology of cervical cancer
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Review on cervical cancer: effective vaccination project
gan: Humayra, Ayonti
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Cervical Cancer Detection from Cervix Image Using Pap smear Imaging through CNN
gan: Bhuiyan, Mazedul Haque, et al.
Cyhoeddwyd: (2021)

Awareness of cervical cancer vaccination among educated females: a Bangladeshi perspective
gan: Taniya, Sumaiya Akter
Cyhoeddwyd: (2023)

A review on the socio-demographic and cultural factors associated with the delayed diagnosis of cervical cancer and possible interventions in screening attitude: From South Asian perspective
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Cyhoeddwyd: (2023)

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

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

Covid-19 infected lung detection using machine learning
gan: Islam, Md. Muntaha, et al.
Cyhoeddwyd: (2022)

Diagnosis of cervical cancer using effective hybrid model in Bangladesh
gan: Saad-Ul-Kabir, Syed, et al.
Cyhoeddwyd: (2021)

A deep learning approach for pneumonia classiﬁcation from chest X-Ray images with ensemble modelling and explainable AI
gan: Akhter, Nasrin
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An Efficient deep learning approach to detect Brain Tumor using MRI images
gan: Islam, Annur Tasnim, et al.
Cyhoeddwyd: (2022)

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

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

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

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

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

Classification of Shot Selection by Batsman in Cricket Matches Using Deep Neural Network
gan: Khan, Afsana, et al.
Cyhoeddwyd: (2022)

Smoke detection using deep Convolutional neural network
gan: Niloy, Wahidul Hasan, et al.
Cyhoeddwyd: (2021)

Speech command classification based on deep neural networks
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Cyhoeddwyd: (2023)

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

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
gan: Choudhury, Prionto Kumar, 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.
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DenseNet based skin lesion classification and melanoma detection
gan: Munaf, Arifuzzaman, et al.
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An efficient face recognition model using multiple angular images and deep neural network architecture
gan: Subah, Silma, et al.
Cyhoeddwyd: (2024)

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)

CancerCare: A reliable and secured self-supervising and interactive system using deep learning
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Homomorphic encryption on deep learning in accurate prediction of brain tumour
gan: Sarwar, Arafat, et al.
Cyhoeddwyd: (2023)

Survey on patients undergoing treatments for cervical, endometrial and ovarian cancer
gan: Nawar, Anika
Cyhoeddwyd: (2019)

Obscure face recognition using deep neural networks
gan: Akash, MD Shahadat Hossain, et al.
Cyhoeddwyd: (2023)

Early detection of breast cancer using machine learning
gan: Fuad, Wasi Mohammad
Cyhoeddwyd: (2019)

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

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

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

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

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

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

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

Decipherable classification of glaucoma using deep neural network leveraging XAI
gan: Chayan, Touhidul Islam, et al.
Cyhoeddwyd: (2023)

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