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.

Bibliografiska uppgifter
Huvudupphovsmän:	Khandker Al- Muhaimin, Tahsan Mahmud, Sudeepta Acharya, Ashiqul Islam
Övriga upphovsmän:	Alam, Md. Ashraful
Materialtyp:	Lärdomsprov
Språk:	English
Publicerad:	Brac University 2020
Ämnen:	Supervised learning Comparative study Breast cancer Cancer prediction Adaboost classifier PCA Image processing Machine learning
Länkar:	http://hdl.handle.net/10361/13780

Liknande verk

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

Breast cancer awareness seminars
av: Anwer Khan Modern Medical College
Publicerad: (2016)

Recent advancement on breast cancer detection and treatment
av: Rahman, Sanjida
Publicerad: (2023)

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

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

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

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

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

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

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

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

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

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

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

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

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

Cervical Cancer Detection from Cervix Image Using Pap smear Imaging through CNN
av: Bhuiyan, Mazedul Haque, et al.
Publicerad: (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
av: Iqbal, Mohammad Shamim, et al.
Publicerad: (2017)

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

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

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

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

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

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

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

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

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

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

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

Statistics and informatics in molecular cancer research

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

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

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

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

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

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

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

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

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

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