The importance of resource awareness in artificial intelligence for healthcare

Z Jia, J Chen, X Xu, J Kheir, J Hu, H Xiao… - Nature Machine …, 2023 - nature.com
Artificial intelligence and machine learning (AI/ML) models have been adopted in a wide
range of healthcare applications, from medical image computing and analysis to continuous …

Machine Learning Applications in Healthcare: Current Trends and Future Prospects

JGC Ramírez, MM Islam… - Journal of Artificial …, 2024 - ojs.boulibrary.com
The integration of machine learning (ML) in healthcare has witnessed remarkable
advancements, transforming the landscape of medical diagnosis, treatment, and overall …

Exploring the current landscape of artificial intelligence in healthcare

N Meenigea, VRK Kolla - International Journal of Sustainable …, 2023 - ijsdcs.com
Artificial intelligence (AI) is revolutionizing the healthcare industry by transforming the way
diseases are diagnosed, treated, and managed. With the exponential growth of healthcare …

Developing a delivery science for artificial intelligence in healthcare

RC Li, SM Asch, NH Shah - NPJ digital medicine, 2020 - nature.com
Artificial Intelligence (AI) has generated a large amount of excitement in healthcare, mostly
driven by the emergence of increasingly accurate machine learning models. However, the …

Revolutionizing healthcare: the role of machine learning in the health sector

M Sarker - Journal of Artificial Intelligence General science …, 2024 - ojs.boulibrary.com
Traditional healthcare systems have grappled with meeting the diverse needs of millions of
patients, resulting in inefficiencies and suboptimal outcomes. However, the emergence of …

Health intelligence: how artificial intelligence transforms population and personalized health

A Shaban-Nejad, M Michalowski, DL Buckeridge - NPJ digital medicine, 2018 - nature.com
Advances in computational and data sciences for data management, integration, mining,
classification, filtering, visualization along with engineering innovations in medical devices …

Machine intelligence in healthcare and medical cyber physical systems: A survey

OR Shishvan, DS Zois, T Soyata - IEEE Access, 2018 - ieeexplore.ieee.org
Today, the US healthcare industry alone can save $300 B per year by using machine
intelligence to analyze a rich set of existing medical data; results from these analyses can …

Artificial intelligence in healthcare

KH Yu, AL Beam, IS Kohane - Nature biomedical engineering, 2018 - nature.com
Artificial intelligence (AI) is gradually changing medical practice. With recent progress in
digitized data acquisition, machine learning and computing infrastructure, AI applications …

[图书][B] Machine learning for health informatics

A Holzinger - 2016 - Springer
Abstract Machine Learning (ML) studies algorithms which can learn from data to gain
knowledge from experience and to make decisions and predictions. Health Informatics (HI) …

Moving towards vertically integrated artificial intelligence development

J Zhang, S Budhdeo, W William, P Cerrato… - NPJ digital …, 2022 - nature.com
Substantial interest and investment in clinical artificial intelligence (AI) research has not
resulted in widespread translation to deployed AI solutions. Current attention has focused on …