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.

Dettagli Bibliografici
Autori principali:	Bhuiyan, Mazedul Haque, Tabassum, Fariba, Bushra, Umme, Shwon, Md.Mahbub Rahman
Altri autori:	Alam, Md. Golam Rabiul
Natura:	Tesi
Lingua:	en_US
Pubblicazione:	Brac University 2021
Soggetti:	Cervical Cancer Deep Learning Cervix Prediction PCA t-SNE AUC-ROC Curve XGBooster SVM CNN
Accesso online:	http://hdl.handle.net/10361/14464

Documenti analoghi

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

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

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

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

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

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

Review on cervical cancer: effective vaccination project
di: Humayra, Ayonti
Pubblicazione: (2024)

Detection of alzheimer's disease using deep learning
di: Hasan, Mahmudul, et al.
Pubblicazione: (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
di: Tarannum, Nafisa, et al.
Pubblicazione: (2023)

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

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

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

Imaging of the Cervical Spine in Children
di: Swischuk
Pubblicazione: (2013)

Algebraic curves : an introduction to algebraic geometry /
di: Fulton, William
Pubblicazione: (1969)

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

Distortionary Taxation and the Debt Laffer Curve /
di: Husain, Aasim
Pubblicazione: (1992)

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

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

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

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

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

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

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

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

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

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

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

Gene expression analysis using machine learning
di: Mostafa, Naﬁs
Pubblicazione: (2021)

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

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

Statistical Inference as a Bargaining Game /
di: Ley, Eduardo
Pubblicazione: (2002)

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

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

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

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

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

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

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

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

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