Diagnosis of cervical cancer using effective hybrid model in Bangladesh

Diagnosis of cervical cancer using effective hybrid model in Bangladesh

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Manylion Llyfryddiaeth
Prif Awduron:	Saad-Ul-Kabir, Syed, Neeha, Ashwaq Noor, Ibnat, Rifah Nanjiba, Prottasha, Tanjila Haque, Ananna, Sadika Rahman
Awduron Eraill:	Islam, Md. Saiful
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2021
Pynciau:	Cervical Cancer K-Nearest Neighbor Hybrid Machine Learning Demography Stochastic Gradient Descent Recurrent Neural Network Support Vector Machine Random Forest Naive Bayes AdaBoost Cervical cancer
Mynediad Ar-lein:	http://hdl.handle.net/10361/15163

Eitemau Tebyg

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)

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

Performance analysis of machine learning algorithms for Malware classification
gan: Bushra, Raisa Hasan, et al.
Cyhoeddwyd: (2023)

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

Stock market prediction using ensemble learning
gan: Rabbani, Rakin Bin, et al.
Cyhoeddwyd: (2021)

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

Early detection of chronic kidney disease using machine learning
gan: Abrar, Tahmid, et al.
Cyhoeddwyd: (2019)

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

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

Heart disease prediction using techniques of classification in machine learning
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Cyhoeddwyd: (2021)

Rating detection by reviews using ML and NLP towards mobile phone recommendation
gan: Sarker, Md Wafi, et al.
Cyhoeddwyd: (2023)

Enhancing crops production based on environmental status using machine learning techniques
gan: Talukder, Shiyam, et al.
Cyhoeddwyd: (2021)

Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning
gan: Sarkar, Ripa, et al.
Cyhoeddwyd: (2024)

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

A feature selection approach to determine obesity using machine learning method
gan: Antor, Shahidul Alam, et al.
Cyhoeddwyd: (2021)

Effectiveness of data mining in predicting heart diseases
gan: Afrin, Shahria, et al.
Cyhoeddwyd: (2018)

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

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

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

Sentiment analysis to determine employee job satisfaction using machine learning techniques
gan: Mouli, Nazifa, et al.
Cyhoeddwyd: (2023)

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

An approach to detect epileptic seizure using XAI and machine learning
gan: Bijoy, Emam Hasan, et al.
Cyhoeddwyd: (2022)

Prediction on large scale data using extreme gradient boosting
gan: Sawon, Md.Tariq Hasan, et al.
Cyhoeddwyd: (2016)

Building a credit scoring model to assign a reference score based on credit transaction and relevant profile data
gan: Islam, Saqib Al, et al.
Cyhoeddwyd: (2020)

Prediction and detection in change of cognitive load for VIP’s by a machine learning approach
gan: Rahman, Fahim, et al.
Cyhoeddwyd: (2021)

Detecting online recruitment fraud by using machine learning
gan: Ghosh, Gitanjali, et al.
Cyhoeddwyd: (2021)

Best feature selection and data visualization for breast cancer prediction
gan: Hemel, Tanjim Ahmed, et al.
Cyhoeddwyd: (2020)

Statistics and informatics in molecular cancer research

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

Intrusion of Malware (DDoS) detection in IoT devices using Machine Learning on Cyberspace
gan: Al Amin, Istiak, et al.
Cyhoeddwyd: (2022)

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

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

Prediction of bipolar disorder from mental episodes using machine learning approach
gan: Tasmeem, Sumaiya, et al.
Cyhoeddwyd: (2023)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
gan: Turjo, Aquib Abtahi, et al.
Cyhoeddwyd: (2021)

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

Cancer risk factors: a critical review
gan: Tabassum, Tahsina
Cyhoeddwyd: (2017)

Automatic classified myocardial infarction detection using machine learning and forewarning system with location of the patient using GSM module
gan: Shrestha, Soptorsi Paul, et al.
Cyhoeddwyd: (2021)

Comparing effectiveness and safety of combination therapy for esophageal and gastro esophageal junction cancer: a comprehensive meta-analysis
gan: Abir, Shifaty Nur
Cyhoeddwyd: (2024)