Comparative analysis and machine learning predictions of cervical cancer incidence: a multi-national study

Comparative analysis and machine learning predictions of cervical cancer incidence: a multi-national study

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

Manylion Llyfryddiaeth
Prif Awdur:	Faisal, Shah
Awduron Eraill:	Haque, Munima
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	Cervical cancer Comparative analysis Predictive modeling Machine learning Healthcare infrastructure Cervix uteri > Cancer > Diagnosis. Machine learning > Computer programs
Mynediad Ar-lein:	http://hdl.handle.net/10361/22686

Eitemau Tebyg

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

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)

Machine learning as an indicator for breast cancer prediction
gan: Shadman, Tahsin Mohammed, et al.
Cyhoeddwyd: (2019)

Cervical Cancer Detection from Cervix Image Using Pap smear Imaging through CNN
gan: Bhuiyan, Mazedul Haque, et al.
Cyhoeddwyd: (2021)

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

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

A comparative analysis of deep learning and hybrid models to diagnose multi-class skin cancer
gan: Nawrin, Ishrat Nur, et al.
Cyhoeddwyd: (2023)

Lung cancer detection and classification using machine learning
gan: Arefin, Mahbubul, et al.
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
gan: Tarannum, Nafisa, et al.
Cyhoeddwyd: (2023)

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

Hypothesizing precise cancer treatments based on patient survival using machine learning & deep learning
gan: Sakib, Hasibul, et al.
Cyhoeddwyd: (2024)

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

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

Detection of acute Lymphocytic Leukemia (ALL) and its type by image processing and machine learning
gan: Chowdhury, Himadri, et al.
Cyhoeddwyd: (2019)

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

Detection of skin cancer using Convolutional neural network
gan: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, et al.
Cyhoeddwyd: (2020)

Predicting climate induced floods using machine learning
gan: Saleh, Chowdhury Nafis, et al.
Cyhoeddwyd: (2022)

Use of machine learning and weather predictions to bridge the gap between consumer demands and the market requirements of food crops
gan: Hasan, Raad, et al.
Cyhoeddwyd: (2021)

Comparative analysis between machine learning algorithms in efficiency of Coronary Heart Disease (CHD) prediction
gan: Oishi, Fayza Rezwana, et al.
Cyhoeddwyd: (2020)

Point-of care diagnostic devices in cancer detection
gan: Yasmin, Rizwana
Cyhoeddwyd: (2022)

Machine learning In breast cancer prognosis and prediction
gan: Chowdhury, Shah Abul Hasnat, et al.
Cyhoeddwyd: (2023)

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
gan: Islam, Zahedul, et al.
Cyhoeddwyd: (2023)

An efficient deep learning approach to detect skin Cancer
gan: Islam, Ashfaqul, et al.
Cyhoeddwyd: (2022)

Developing a machine learning based prognostic model and a supporting web-based application for predicting the possibility of early diabetes and diabetic kidney disease
gan: Amin, M.M. Shahriar, et al.
Cyhoeddwyd: (2021)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
gan: Toufique, S.M, et al.
Cyhoeddwyd: (2024)

Recent advancement on breast cancer detection and treatment
gan: Rahman, Sanjida
Cyhoeddwyd: (2023)

Child Safe Browser Extension: A Browser Extension to Detect Adultery and Violent Content to Make Safer Web for Children
gan: Alhossen, Md., et al.
Cyhoeddwyd: (2021)

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

Skin cancer detection and classification using multiple optimized deep convolutional neural network
gan: Sakir, Adnan, et al.
Cyhoeddwyd: (2023)

A counseling system to predict the study path for freshmen
gan: Usha, Rowshni Tasneem, et al.
Cyhoeddwyd: (2019)

Yield prediction for precision agriculture using extreme gradient boosting and support vector regression
gan: Ahmed, Md. Sabbir, et al.
Cyhoeddwyd: (2021)

Machine learning for stress prediction
gan: Salehin, Sherajus, et al.
Cyhoeddwyd: (2023)

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

Heart disease prediction using machine learning algorithms
gan: Ali, Musfiq, et al.
Cyhoeddwyd: (2019)

Statistics and informatics in molecular cancer research

Prostate cancer detection using deep learning neural network with transfer learning approach
gan: Badhon, Ariful Islam Mahmud, et al.
Cyhoeddwyd: (2022)

A deep learning approach to predict crypto-currency price by evaluating sentiment and stock market correlations
gan: Maliha, Miftahul Zannat, et al.
Cyhoeddwyd: (2023)

Detecting Adverse Drug Reaction (ADR) with data mining and predicting its intensity with machine learning
gan: Hussain, Nadib, et al.
Cyhoeddwyd: (2018)

Prediction of anxiety and depression among the transgender in Bangladesh
gan: Easha, Ishrat Jahan, et al.
Cyhoeddwyd: (2023)

Investigation assistant with suspect anticipating intelligence
gan: Abdullah, Saqueeb, et al.
Cyhoeddwyd: (2019)