Breast cancer prediction using different machine learning models

Breast cancer prediction using different machine learning models

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2019.

Manylion Llyfryddiaeth
Prif Awduron:	Khandker Al- Muhaimin, Tahsan Mahmud, Sudeepta Acharya, Ashiqul Islam
Awduron Eraill:	Alam, Md. Ashraful
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2020
Pynciau:	Supervised learning Comparative study Breast cancer Cancer prediction Adaboost classifier PCA Image processing Machine learning
Mynediad Ar-lein:	http://hdl.handle.net/10361/13780

Eitemau Tebyg

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

Breast cancer awareness seminars
gan: Anwer Khan Modern Medical College
Cyhoeddwyd: (2016)

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

Natural products and their combinatory effects in breast cancer treatment
gan: Siddique, Md. Ayman
Cyhoeddwyd: (2021)

Targeted therapeutic options in the treatment of Breast Cancer
gan: Alam, Kazi Tasnuva
Cyhoeddwyd: (2022)

A review of Breast Cancer risk factor assessment on women in developing countries, cancer drug resistance, and Breast Cancer treatment in Bangladesh
gan: Raihan, Dilraj
Cyhoeddwyd: (2024)

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

The impact of breast cancer on women’s lives in Bangladesh
gan: Mobashera, Tayeeba Tum
Cyhoeddwyd: (2024)

Pooled analysis of progression-free survival and overall survival in phase II clinical trials of breast cancer
gan: Shobnam, Sohana
Cyhoeddwyd: (2024)

Drug repurposing: potential of Antimicrobial Drugs in Breast Cancer Treatment
gan: Chakraborty, Anuradha
Cyhoeddwyd: (2024)

A review on triple-negative breast cancer and its potential treatment
gan: Niasa, Jannatul Ferdous
Cyhoeddwyd: (2023)

Comparison of conventional doxorubicin with liposome encapsulated doxorubicin as a treatment of breast cancer-a review
gan: Akter, Honufa
Cyhoeddwyd: (2024)

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

Breast cancer therapy through Liposomal drug delivery system
gan: Ome, Nusrat Jahan
Cyhoeddwyd: (2024)

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

Targeting DHFR in breast cancer: exploring expression patterns and identifying potential inhibitors through docking studies
gan: Araf, Faiaz Fahim
Cyhoeddwyd: (2024)

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

Breast cancer in low-resource settings: Prioritizing the awareness and access programmes to overcome sociocultural and economic barriers for early detection and improved outcomes
gan: Iqbal, Mohammad Shamim, et al.
Cyhoeddwyd: (2017)

Pathway analysis of Disease-Gene associated network in the human breast cancer
gan: Lamia
Cyhoeddwyd: (2020)

A review on the potential of repurposing of metformin for colon cancer and breast cancer
gan: Oishy, Jannatun Noor
Cyhoeddwyd: (2024)

Breast cancer in South Asia: a Bangladeshi perspective
gan: Hossain, Mohammad Sorowar, et al.
Cyhoeddwyd: (2017)

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

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

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

In silico analysis revealed hsa-miR-19a-3p and hsa-miR-19b-3p as two potential inhibitors of EGF mRNA in Breast Cancer
gan: Nuha, Nabiha Tahsin
Cyhoeddwyd: (2024)

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

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

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

Association of BRCA1, BRCA2, RAD51, and HER2 gene polymorphisms with the breast cancer risk in the Bangladeshi population
gan: Parvin, Salma, et al.
Cyhoeddwyd: (2016)

Statistics and informatics in molecular cancer research

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

Cancer classification using deep learning from medical image data
gan: Monir, Raiyan Janik, et al.
Cyhoeddwyd: (2022)

Genetic innovations for breast cancer treatment : a review of gene therapy strategies and future implications
gan: Hasan, Sakib
Cyhoeddwyd: (2024)

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

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

Tamoxifen: The ideal post operative hormonal therapy to demote Ductal Carcinoma in Situ
gan: Mirza, Maisa Tasnim
Cyhoeddwyd: (2023)

An enhanced CNN model for classifying skin cancer
gan: Haider, Kazi MD Minhajul, et al.
Cyhoeddwyd: (2022)

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)

Classification and Explanation of Different Internet of Things (IoT) Network Attacks using Machine Learning, Deep Learning and XAI
gan: Tasnim, Anika, et al.
Cyhoeddwyd: (2022)