A Review of Machine Learning Algorithms for Biomedical Applications

VA Binson, S Thomas, M Subramoniam, J Arun… - Annals of Biomedical …, 2024 - Springer
As the amount and complexity of biomedical data continue to increase, machine learning
methods are becoming a popular tool in creating prediction models for the underlying …

Advancements in medical diagnosis and treatment through machine learning: A review

M Ahsan, A Khan, KR Khan, BB Sinha… - Expert …, 2024 - Wiley Online Library
The aptness of machine learning (ML) to learn from large datasets, discover trends, and
make predictions has demonstrated its potential to metamorphose the medical field. Medical …

[HTML][HTML] Machine learning for biomedical application

M Strzelecki, P Badura - Applied Sciences, 2022 - mdpi.com
The tremendous development of technology also affects medical science, including imaging
diagnostics. Computer tomographs enable the non-invasive visualization of internal human …

[图书][B] Machine Learning in Medicine

A El-Baz, JS Suri - 2021 - books.google.com
Machine Learning in Medicine covers the state-of-the-art techniques of machine learning
and their applications in the medical field. It presents several computer-aided diagnosis …

[HTML][HTML] Machine learning in biomedical engineering

C Park, CC Took, JK Seong - Biomedical Engineering Letters, 2018 - Springer
Machine learning, which was first paraphrased by Arthur Samuel, can be defined as a field
of computer science that gives computers the ability to learn without being explicitly …

[图书][B] Artificial Intelligence and Machine Learning in Health Care and Medical Sciences: Best Practices and Pitfalls

GJ Simon, C Aliferis - 2024 - library.oapen.org
This open access book provides a detailed review of the latest methods and applications of
artificial intelligence (AI) and machine learning (ML) in medicine. With chapters focusing on …

Handbook of research on emerging trends and applications of machine learning

A Solanki, S Kumar, A Nayyar - 2019 - books.google.com
As today's world continues to advance, Artificial Intelligence (AI) is a field that has become a
staple of technological development and led to the advancement of numerous professional …

[HTML][HTML] How do machines learn? artificial intelligence as a new era in medicine

O Koteluk, A Wartecki, S Mazurek… - Journal of Personalized …, 2021 - mdpi.com
With an increased number of medical data generated every day, there is a strong need for
reliable, automated evaluation tools. With high hopes and expectations, machine learning …

An elucidation for machine learning algorithms used in healthcare

V Kaur, R Kaur - Machine Learning for Edge Computing, 2022 - taylorfrancis.com
The world is moving rapidly towards the Artificial Intelligence arena. Artificial Intelligence is a
vast domain comprised of many significant subdomains. One among such popular domains …

[HTML][HTML] Machine learning, medical diagnosis, and biomedical engineering research-commentary

KR Foster, R Koprowski, JD Skufca - Biomedical engineering online, 2014 - Springer
A large number of papers are appearing in the biomedical engineering literature that
describe the use of machine learning techniques to develop classifiers for detection or …