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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Khandker Al- Muhaimin, Tahsan Mahmud, Sudeepta Acharya, Ashiqul Islam
Άλλοι συγγραφείς:	Alam, Md. Ashraful
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2020
Θέματα:	Supervised learning Comparative study Breast cancer Cancer prediction Adaboost classifier PCA Image processing Machine learning
Διαθέσιμο Online:	http://hdl.handle.net/10361/13780

Παρόμοια τεκμήρια

Machine learning as an indicator for breast cancer prediction
ανά: Shadman, Tahsin Mohammed, κ.ά.
Έκδοση: (2019)

Breast cancer awareness seminars
ανά: Anwer Khan Modern Medical College
Έκδοση: (2016)

Recent advancement on breast cancer detection and treatment
ανά: Rahman, Sanjida
Έκδοση: (2023)

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

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

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

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

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

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

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

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

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

Machine learning In breast cancer prognosis and prediction
ανά: Chowdhury, Shah Abul Hasnat, κ.ά.
Έκδοση: (2023)

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

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

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

Cervical Cancer Detection from Cervix Image Using Pap smear Imaging through CNN
ανά: Bhuiyan, Mazedul Haque, κ.ά.
Έκδοση: (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
ανά: Iqbal, Mohammad Shamim, κ.ά.
Έκδοση: (2017)

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

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

Breast cancer in South Asia: a Bangladeshi perspective
ανά: Hossain, Mohammad Sorowar, κ.ά.
Έκδοση: (2017)

Best feature selection and data visualization for breast cancer prediction
ανά: Hemel, Tanjim Ahmed, κ.ά.
Έκδοση: (2020)

Prostate cancer detection using deep learning neural network with transfer learning approach
ανά: Badhon, Ariful Islam Mahmud, κ.ά.
Έκδοση: (2022)

Lung cancer detection and classification using machine learning
ανά: Arefin, Mahbubul, κ.ά.
Έκδοση: (2023)

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

Detection of skin cancer using Convolutional neural network
ανά: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, κ.ά.
Έκδοση: (2020)

Flight fare prediction using machine learning
ανά: Noyon, Md. Shaim Hosan, κ.ά.
Έκδοση: (2024)

Hypothesizing precise cancer treatments based on patient survival using machine learning & deep learning
ανά: Sakib, Hasibul, κ.ά.
Έκδοση: (2024)

Association of BRCA1, BRCA2, RAD51, and HER2 gene polymorphisms with the breast cancer risk in the Bangladeshi population
ανά: Parvin, Salma, κ.ά.
Έκδοση: (2016)

Statistics and informatics in molecular cancer research

An efficient deep learning approach to detect skin Cancer
ανά: Islam, Ashfaqul, κ.ά.
Έκδοση: (2022)

Cancer classification using deep learning from medical image data
ανά: Monir, Raiyan Janik, κ.ά.
Έκδοση: (2022)

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

A comparative analysis of deep learning and hybrid models to diagnose multi-class skin cancer
ανά: Nawrin, Ishrat Nur, κ.ά.
Έκδοση: (2023)

Detection of acute Lymphocytic Leukemia (ALL) and its type by image processing and machine learning
ανά: Chowdhury, Himadri, κ.ά.
Έκδοση: (2019)

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

An enhanced CNN model for classifying skin cancer
ανά: Haider, Kazi MD Minhajul, κ.ά.
Έκδοση: (2022)

Application of deep convolutional neural network in breast cancer prediction using Digital Mammograms
ανά: Al Mamun, Rafsan, κ.ά.
Έκδοση: (2022)

Diagnosis of cervical cancer using effective hybrid model in Bangladesh
ανά: Saad-Ul-Kabir, Syed, κ.ά.
Έκδοση: (2021)

Classification and Explanation of Different Internet of Things (IoT) Network Attacks using Machine Learning, Deep Learning and XAI
ανά: Tasnim, Anika, κ.ά.
Έκδοση: (2022)