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.

Bibliografiset tiedot
Päätekijät:	Khandker Al- Muhaimin, Tahsan Mahmud, Sudeepta Acharya, Ashiqul Islam
Muut tekijät:	Alam, Md. Ashraful
Aineistotyyppi:	Opinnäyte
Kieli:	English
Julkaistu:	Brac University 2020
Aiheet:	Supervised learning Comparative study Breast cancer Cancer prediction Adaboost classifier PCA Image processing Machine learning
Linkit:	http://hdl.handle.net/10361/13780

Samankaltaisia teoksia

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

Breast cancer awareness seminars
Tekijä: Anwer Khan Modern Medical College
Julkaistu: (2016)

Recent advancement on breast cancer detection and treatment
Tekijä: Rahman, Sanjida
Julkaistu: (2023)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Statistics and informatics in molecular cancer research

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

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

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

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

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

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

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

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

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

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