Machine learning in healthcare: review, opportunities and challenges

A Nayyar, L Gadhavi, N Zaman - Machine Learning and the Internet of …, 2021 - Elsevier
Abstract Machine learning technology is a prominent research field aiming to build a system
which imitates human intelligence. Machine learning can be applied in the healthcare …

Recent advancement of machine learning and deep learning in the field of healthcare system

Y Kumar, M Mahajan - Computational intelligence for machine …, 2020 - degruyter.com
The healthcare sector has long been adapted primarily and significantly from scientific
advances. Nowadays, machine learning (ML, a subset of artificial intelligence) plays a vital …

Exploring the applications of machine learning in healthcare

TJ Saleem, MA Chishti - International Journal of Sensors …, 2020 - ingentaconnect.com
The rapid progress in domains like machine learning, and big data has created plenty of
opportunities in data-driven applications particularly healthcare. Incorporating machine …

[PDF][PDF] The future of health care: Machine learning

MA Jabbar, S Samreen, R Aluvalu - International Journal of …, 2018 - academia.edu
Abstract Machine learning (ML) is a rising field. Machine learning is to find patterns
automatically and reason about data. ML enables personalized care called precision …

Review of machine learning techniques in health care

R Pillai, P Oza, P Sharma - … of ICRIC 2019: Recent Innovations in …, 2020 - Springer
Health care is an emerging industry with all our lives dependent on it. With the advancement
of technology, the health care industry is also advancing. With better prevention, diagnosis …

[PDF][PDF] Exploratory study of artificial intelligence in healthcare

R Alugubelli - International Journal of Innovations in Engineering …, 2016 - academia.edu
The rise of artificial intelligence has brought a positive shift in the sector by providing
accurate data-driven decisions. The data from large systems is used for the early detection …

Machine learning algorithms for smart and intelligent healthcare system in Society 5.0

IF Zamzami, K Pathoee, BB Gupta… - … Journal of Intelligent …, 2022 - Wiley Online Library
The pandemic has shown us that it is quite important to keep track record our health digitally.
And at the same time, it also showed us the great potential of Instruments like wearable …

Machine learning and deep learning: Open issues and future research directions for the next 10 years

A Pramod, HS Naicker, AK Tyagi - Computational analysis and …, 2021 - Wiley Online Library
With the development in technology, many other technologies like machine learning (ML),
deep learning, blockchain technology, Internet of Things, and quantum computing have …

A comprehensive review on medical diagnosis using machine learning

KA Bhavsar, A Abugabah, J Singla… - Computers …, 2021 - zuscholars.zu.ac.ae
The unavailability of sufficient information for proper diagnosis, incomplete or
miscommunication between patient and the clinician, or among the healthcare …

Role of machine learning in medical research: A survey

A Garg, V Mago - Computer science review, 2021 - Elsevier
Abstract Machine learning is one of the essential and effective tools in analyzing highly
complex medical data. With vast amounts of medical data being generated, there is an …