Machine learning with applications in breast cancer diagnosis and prognosis

W Yue, Z Wang, H Chen, A Payne, X Liu - Designs, 2018 - mdpi.com
… from complex BC datasets, machine learning (ML) is widely … and their applications in BC
diagnosis and prognosis. Firstly, … Our primary data is drawn from the Wisconsin breast cancer

Clinical applications of artificial intelligence and machine learning in cancer diagnosis: looking into the future

MJ Iqbal, Z Javed, H Sadia, IA Qureshi, A Irshad… - Cancer cell …, 2021 - Springer
Cancer is a complex and multifaced disorder with thousands of genetic … diagnosis, prognosis,
and treatments. Clinical applications of AI and Machine Learning (ML) in cancer diagnosis

Machine learning classification techniques for breast cancer diagnosis

DA Omondiagbe, S Veeramani… - IOP conference series …, 2019 - iopscience.iop.org
… is the Wisconsin Diagnostic Breast Cancer Dataset (WDBC). The contribution of this research
is to show that machine learning approaches which include Support Vector Machine (SVM)…

From patterns to patients: Advances in clinical machine learning for cancer diagnosis, prognosis, and treatment

K Swanson, E Wu, A Zhang, AA Alizadeh, J Zou - Cell, 2023 - cell.com
… As many of these ML models are moving from lab to clinic, we also review the regulatory
process for approving ML methods for cancer diagnostics. We highlight examples of recently …

[PDF][PDF] Image analysis and machine learning applied to breast cancer diagnosis and prognosis

WH Wolberg, WN Street… - Analytical and Quantitative …, 1995 - academia.edu
… image analysis methods with machine learning techniques. … , machine learning decisions
are usually dichotomous-- in our case, either benign or malignant. To acknowledge diagnostic

Cancer diagnosis through IsomiR expression with machine learning method

Z Liao, D Li, X Wang, L Li, Q Zou - Current Bioinformatics, 2018 - ingentaconnect.com
Machine learning techniques, such as microarray and next-generation sequencing … data;
various machine learning methods have been employed in cancer diagnostic research [48-50]. …

Comparison of machine learning methods for breast cancer diagnosis

EA Bayrak, P Kırcı, T Ensari - 2019 Scientific meeting on …, 2019 - ieeexplore.ieee.org
… of early diagnosis and prediction of cancer. In this paper, two of the most popular
machine learning techniques have been used for classification of Wisconsin Breast Cancer (Original) …

Applications of machine learning and high‐dimensional visualization in cancer detection, diagnosis, and management

JF Mccarthy, KA Marx, PE Hoffman… - Annals of the New …, 2004 - Wiley Online Library
… data analysis techniques of machine learning and high-… After an introductory overview of
machine learning and … of these techniques to cancer detection, diagnosis, and management …

Survey on machine learning and deep learning applications in breast cancer diagnosis

G Chugh, S Kumar, N Singh - Cognitive Computation, 2021 - Springer
… classifiers of machine learning and deep learning approaches for breast cancer diagnosis.
… authors implementing diverse machine learning classifiers for diagnosing breast cancer. …

[PDF][PDF] Breast cancer diagnosis using machine learning algorithms–a survey

BM Gayathri, CP Sumathi, T Santhanam - 2013 - 14.99.254.18
cancer and reduce the death rate. This paper summarizes the survey on breast cancer diagnosis
using various machine learning … the accuracy of predicting cancer. This survey can also …