Cervical Cancer Detection from Cervix Image Using Pap smear Imaging through CNN

Cervical Cancer Detection from Cervix Image Using Pap smear Imaging through CNN

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2020.

Manylion Llyfryddiaeth
Prif Awduron:	Bhuiyan, Mazedul Haque, Tabassum, Fariba, Bushra, Umme, Shwon, Md.Mahbub Rahman
Awduron Eraill:	Alam, Md. Golam Rabiul
Fformat:	Traethawd Ymchwil
Iaith:	en_US
Cyhoeddwyd:	Brac University 2021
Pynciau:	Cervical Cancer Deep Learning Cervix Prediction PCA t-SNE AUC-ROC Curve XGBooster SVM CNN
Mynediad Ar-lein:	http://hdl.handle.net/10361/14464

Eitemau Tebyg

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

Bangla speech recognition using 1D CNN and LSTM with different dimension reduction techniques
gan: Nirjhor, S M Mahsanul Islam, et al.
Cyhoeddwyd: (2019)

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

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

Appraising Credit Ratings : Does the CAP Fit Better than the ROC? /
gan: Irwin, R. John
Cyhoeddwyd: (2012)

Application of deep convolutional neural network in multiclass skin cancer classification using custom CNN architecture
gan: Shafique, Nadia, et al.
Cyhoeddwyd: (2023)

Review on cervical cancer: effective vaccination project
gan: Humayra, Ayonti
Cyhoeddwyd: (2024)

Detection of alzheimer's disease using deep learning
gan: Hasan, Mahmudul, et al.
Cyhoeddwyd: (2021)

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
gan: Tarannum, Nafisa, et al.
Cyhoeddwyd: (2023)

Application of deep convolutional neural network in breast cancer prediction using Digital Mammograms
gan: Al Mamun, Rafsan, et al.
Cyhoeddwyd: (2022)

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

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

Imaging of the Cervical Spine in Children
gan: Swischuk
Cyhoeddwyd: (2013)

Algebraic curves : an introduction to algebraic geometry /
gan: Fulton, William
Cyhoeddwyd: (1969)

Differential geometry of curves & surfaces /
gan: Carmo, Manfredo Perdigão Do
Cyhoeddwyd: (2016)

Distortionary Taxation and the Debt Laffer Curve /
gan: Husain, Aasim
Cyhoeddwyd: (1992)

LRFS: online shoppers’ behavior based efficient customer segmentation model
gan: Khan, Riyo Hayat
Cyhoeddwyd: (2023)

Reconstruction of images with RPCA and augmenting 3D model
gan: Tahiti, Tasnia Jasim, et al.
Cyhoeddwyd: (2022)

Multi images retrieved for automatic intruder detection using kernel-based learning algorithm
gan: Shahrear, S.M Fardin, et al.
Cyhoeddwyd: (2016)

The arithmetic of elliptic curves /
gan: Silverman, Joseph H., 1955-
Cyhoeddwyd: (2009)

IMF Participation in the Regulatory Oversight Committee of the Global Legal Entity Identifier System.
Cyhoeddwyd: (2013)

A comparative study on dispersivity of Arsenic among Surma, Sari and Volaganj sand
gan: Islam, Shriful, et al.
Cyhoeddwyd: (2012)

Proposing a new version of kerberos authentication protocol using ECC and threshold cryptography for cloud security
gan: Sutradhar, Mukti Rani, et al.
Cyhoeddwyd: (2018)

Flight fare prediction using machine learning
gan: Noyon, Md. Shaim Hosan, et al.
Cyhoeddwyd: (2024)

Detection and prediction of epileptic seizure using different machine learning classifiers
gan: Crystal, Afnan Ahmed, et al.
Cyhoeddwyd: (2023)

Finite volume methods for solving hyperbolic partial differential equations on curved manifolds
gan: Rahman, Moshiour
Cyhoeddwyd: (2010)

Screening of G6PD Mutation and polymorphism using high resolution melt curve analysis
gan: Shithi, Shezote Talukder
Cyhoeddwyd: (2017)

Gene expression analysis using machine learning
gan: Mostafa, Naﬁs
Cyhoeddwyd: (2021)

Flexible Estimation of Demand Schedules and Revenue Under Different Auction Formats /
gan: Feldman, Robert
Cyhoeddwyd: (1995)

Hardware architecture design of face recognition system based on FPGA
gan: Mondol, Raktim Kumar, et al.
Cyhoeddwyd: (2016)

Statistical Inference as a Bargaining Game /
gan: Ley, Eduardo
Cyhoeddwyd: (2002)

Breast cancer prediction using different machine learning models
gan: Khandker Al- Muhaimin, et al.
Cyhoeddwyd: (2020)

Investigation of IV characteristic of semiconductor diode and resistor using keithley 2450 source meter operated by labview programming
gan: Mustafa, Anjum
Cyhoeddwyd: (2019)

Comparison of Xpert MTB/RIFAssay with smear microscopy and culture for the detection of pulmonary tuberculosis
gan: Ahmed, Mohammad Tanvir
Cyhoeddwyd: (2018)

Speech emotion detection using supervised, unsupervised and feature selection algorithms
gan: Rifat, Abu Nuraiya Mahfuza Yesmin, et al.
Cyhoeddwyd: (2019)

Customer segmentation using K-means
gan: Mahdee, Nafis, et al.
Cyhoeddwyd: (2022)

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

Theories of Policy Accommodation : The Persistence of Inflation and Gradual Stabilizations /
gan: De Gregorio, Jose
Cyhoeddwyd: (1992)

Demystifying machine learning models for IOT attack detection with explainable AI
gan: Muna, Rabeya Khatun, et al.
Cyhoeddwyd: (2021)

Flattening of the Phillips Curve : Implications for Monetary Policy /
gan: Iakova, Dora
Cyhoeddwyd: (2007)