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.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Khandker Al- Muhaimin, Tahsan Mahmud, Sudeepta Acharya, Ashiqul Islam
Rannpháirtithe:	Alam, Md. Ashraful
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2020
Ábhair:	Supervised learning Comparative study Breast cancer Cancer prediction Adaboost classifier PCA Image processing Machine learning
Rochtain ar líne:	http://hdl.handle.net/10361/13780

Míreanna comhchosúla

Machine learning as an indicator for breast cancer prediction
de réir: Shadman, Tahsin Mohammed, et al.
Foilsithe / Cruthaithe: (2019)

Breast cancer awareness seminars
de réir: Anwer Khan Modern Medical College
Foilsithe / Cruthaithe: (2016)

Recent advancement on breast cancer detection and treatment
de réir: Rahman, Sanjida
Foilsithe / Cruthaithe: (2023)

Natural products and their combinatory effects in breast cancer treatment
de réir: Siddique, Md. Ayman
Foilsithe / Cruthaithe: (2021)

Targeted therapeutic options in the treatment of Breast Cancer
de réir: Alam, Kazi Tasnuva
Foilsithe / Cruthaithe: (2022)

A review of Breast Cancer risk factor assessment on women in developing countries, cancer drug resistance, and Breast Cancer treatment in Bangladesh
de réir: Raihan, Dilraj
Foilsithe / Cruthaithe: (2024)

Early detection of breast cancer using machine learning
de réir: Fuad, Wasi Mohammad
Foilsithe / Cruthaithe: (2019)

The impact of breast cancer on women’s lives in Bangladesh
de réir: Mobashera, Tayeeba Tum
Foilsithe / Cruthaithe: (2024)

Pooled analysis of progression-free survival and overall survival in phase II clinical trials of breast cancer
de réir: Shobnam, Sohana
Foilsithe / Cruthaithe: (2024)

Drug repurposing: potential of Antimicrobial Drugs in Breast Cancer Treatment
de réir: Chakraborty, Anuradha
Foilsithe / Cruthaithe: (2024)

A review on triple-negative breast cancer and its potential treatment
de réir: Niasa, Jannatul Ferdous
Foilsithe / Cruthaithe: (2023)

Comparison of conventional doxorubicin with liposome encapsulated doxorubicin as a treatment of breast cancer-a review
de réir: Akter, Honufa
Foilsithe / Cruthaithe: (2024)

Machine learning In breast cancer prognosis and prediction
de réir: Chowdhury, Shah Abul Hasnat, et al.
Foilsithe / Cruthaithe: (2023)

Breast cancer therapy through Liposomal drug delivery system
de réir: Ome, Nusrat Jahan
Foilsithe / Cruthaithe: (2024)

Comparative analysis and machine learning predictions of cervical cancer incidence: a multi-national study
de réir: Faisal, Shah
Foilsithe / Cruthaithe: (2024)

Targeting DHFR in breast cancer: exploring expression patterns and identifying potential inhibitors through docking studies
de réir: Araf, Faiaz Fahim
Foilsithe / Cruthaithe: (2024)

Cervical Cancer Detection from Cervix Image Using Pap smear Imaging through CNN
de réir: Bhuiyan, Mazedul Haque, et al.
Foilsithe / Cruthaithe: (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
de réir: Iqbal, Mohammad Shamim, et al.
Foilsithe / Cruthaithe: (2017)

Pathway analysis of Disease-Gene associated network in the human breast cancer
de réir: Lamia
Foilsithe / Cruthaithe: (2020)

A review on the potential of repurposing of metformin for colon cancer and breast cancer
de réir: Oishy, Jannatun Noor
Foilsithe / Cruthaithe: (2024)

Breast cancer in South Asia: a Bangladeshi perspective
de réir: Hossain, Mohammad Sorowar, et al.
Foilsithe / Cruthaithe: (2017)

Best feature selection and data visualization for breast cancer prediction
de réir: Hemel, Tanjim Ahmed, et al.
Foilsithe / Cruthaithe: (2020)

Prostate cancer detection using deep learning neural network with transfer learning approach
de réir: Badhon, Ariful Islam Mahmud, et al.
Foilsithe / Cruthaithe: (2022)

Lung cancer detection and classification using machine learning
de réir: Arefin, Mahbubul, et al.
Foilsithe / Cruthaithe: (2023)

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

Detection of skin cancer using Convolutional neural network
de réir: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, et al.
Foilsithe / Cruthaithe: (2020)

Flight fare prediction using machine learning
de réir: Noyon, Md. Shaim Hosan, et al.
Foilsithe / Cruthaithe: (2024)

Hypothesizing precise cancer treatments based on patient survival using machine learning & deep learning
de réir: Sakib, Hasibul, et al.
Foilsithe / Cruthaithe: (2024)

Association of BRCA1, BRCA2, RAD51, and HER2 gene polymorphisms with the breast cancer risk in the Bangladeshi population
de réir: Parvin, Salma, et al.
Foilsithe / Cruthaithe: (2016)

Statistics and informatics in molecular cancer research

An efficient deep learning approach to detect skin Cancer
de réir: Islam, Ashfaqul, et al.
Foilsithe / Cruthaithe: (2022)

Cancer classification using deep learning from medical image data
de réir: Monir, Raiyan Janik, et al.
Foilsithe / Cruthaithe: (2022)

Genetic innovations for breast cancer treatment : a review of gene therapy strategies and future implications
de réir: Hasan, Sakib
Foilsithe / Cruthaithe: (2024)

A comparative analysis of deep learning and hybrid models to diagnose multi-class skin cancer
de réir: Nawrin, Ishrat Nur, et al.
Foilsithe / Cruthaithe: (2023)

Detection of acute Lymphocytic Leukemia (ALL) and its type by image processing and machine learning
de réir: Chowdhury, Himadri, et al.
Foilsithe / Cruthaithe: (2019)

Tamoxifen: The ideal post operative hormonal therapy to demote Ductal Carcinoma in Situ
de réir: Mirza, Maisa Tasnim
Foilsithe / Cruthaithe: (2023)

An enhanced CNN model for classifying skin cancer
de réir: Haider, Kazi MD Minhajul, et al.
Foilsithe / Cruthaithe: (2022)

Application of deep convolutional neural network in breast cancer prediction using Digital Mammograms
de réir: Al Mamun, Rafsan, et al.
Foilsithe / Cruthaithe: (2022)

Diagnosis of cervical cancer using effective hybrid model in Bangladesh
de réir: Saad-Ul-Kabir, Syed, et al.
Foilsithe / Cruthaithe: (2021)

Classification and Explanation of Different Internet of Things (IoT) Network Attacks using Machine Learning, Deep Learning and XAI
de réir: Tasnim, Anika, et al.
Foilsithe / Cruthaithe: (2022)