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.

Podrobná bibliografie
Hlavní autoři:	Akhund, Atoshi, Ahmad, Saad, Taki, Sarwar Siddiqui
Další autoři:	Alam, Md. Ashraful
Médium:	Diplomová práce
Jazyk:	English
Vydáno:	Brac University 2023
Témata:	Cervical cancer HPV Precancerous lesions Cervix image Deep neural network VGG ResNet Inception Neural networks (Computer science) Cervix uteri > Cancer > Diagnosis
On-line přístup:	http://hdl.handle.net/10361/18093

Podobné jednotky

Comparative analysis and machine learning predictions of cervical cancer incidence: a multi-national study
Autor: Faisal, Shah
Vydáno: (2024)

Decoding the functional roles of intronic microRNA miR-2355 and its host gene KLF7 in immunobiology of cervical cancer
Autor: Samia, Nure Sharaf Nower
Vydáno: (2021)

Review on cervical cancer: effective vaccination project
Autor: Humayra, Ayonti
Vydáno: (2024)

Cervical Cancer Detection from Cervix Image Using Pap smear Imaging through CNN
Autor: Bhuiyan, Mazedul Haque, a další
Vydáno: (2021)

Awareness of cervical cancer vaccination among educated females: a Bangladeshi perspective
Autor: Taniya, Sumaiya Akter
Vydáno: (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
Autor: Tarannum, Nafisa, a další
Vydáno: (2023)

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

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

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

Diagnosis of cervical cancer using effective hybrid model in Bangladesh
Autor: Saad-Ul-Kabir, Syed, 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)

An Efficient deep learning approach to detect Brain Tumor using MRI images
Autor: Islam, Annur Tasnim, a další
Vydáno: (2022)

Bone age comparison using convolutional neural network
Autor: Nawaz, Fariha, a další
Vydáno: (2019)

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

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

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

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

Classification of Shot Selection by Batsman in Cricket Matches Using Deep Neural Network
Autor: Khan, Afsana, a další
Vydáno: (2022)

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

Speech command classification based on deep neural networks
Autor: Hossain, Md. Sakib, a další
Vydáno: (2023)

Detecting brain tumor using deep neural networks from MRI images
Autor: Imamuzzaman, A.S.M., a další
Vydáno: (2021)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
Autor: Choudhury, Prionto Kumar, a další
Vydáno: (2024)

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

DenseNet based skin lesion classification and melanoma detection
Autor: Munaf, Arifuzzaman, 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)

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)

CancerCare: A reliable and secured self-supervising and interactive system using deep learning
Autor: Khisa, Pushpakali, a další
Vydáno: (2024)

Homomorphic encryption on deep learning in accurate prediction of brain tumour
Autor: Sarwar, Arafat, a další
Vydáno: (2023)

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

Obscure face recognition using deep neural networks
Autor: Akash, MD Shahadat Hossain, a další
Vydáno: (2023)

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

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

A comparative study of lung cancer prediction using deep learning
Autor: Mugdho, Aka Mohammad, 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)

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

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

Plant disease detection using convolutional neural network
Autor: Hossain, Mohammad Shifat, a další
Vydáno: (2021)

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

Decipherable classification of glaucoma using deep neural network leveraging XAI
Autor: Chayan, Touhidul Islam, a další
Vydáno: (2023)

Leveraging robust CNN architectures for real-time object recognition from conveyor belt
Autor: Moon, Nowrin Tasnim, a další
Vydáno: (2023)