Big data and machine learning algorithms for health-care delivery

KY Ngiam, W Khor - The Lancet Oncology, 2019 - thelancet.com
Analysis of big data by machine learning offers considerable advantages for assimilation
and evaluation of large amounts of complex health-care data. However, to effectively use …

[HTML][HTML] Time to reality check the promises of machine learning-powered precision medicine

J Wilkinson, KF Arnold, EJ Murray… - The Lancet Digital …, 2020 - thelancet.com
Machine learning methods, combined with large electronic health databases, could enable
a personalised approach to medicine through improved diagnosis and prediction of …

[HTML][HTML] Beyond the hype of big data and artificial intelligence: building foundations for knowledge and wisdom

J Car, A Sheikh, P Wicks, MS Williams - BMC medicine, 2019 - Springer
Big data, coupled with the use of advanced analytical approaches, such as artificial
intelligence (AI), have the potential to improve medical outcomes and population health …

Big data and black-box medical algorithms

WN Price - Science translational medicine, 2018 - science.org
Big data and black-box medical algorithms | Science Translational Medicine news careers
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Privacy in the age of medical big data

WN Price, IG Cohen - Nature medicine, 2019 - nature.com
Big data has become the ubiquitous watch word of medical innovation. The rapid
development of machine-learning techniques and artificial intelligence in particular has …

[HTML][HTML] Machine learning in oncology: methods, applications, and challenges

D Bertsimas, H Wiberg - JCO clinical cancer informatics, 2020 - ncbi.nlm.nih.gov
Machine learning (ML) has the potential to transform oncology and, more broadly, medicine.
1 The introduction of ML in health care has been enabled by the digitization of patient data …

Fusing randomized trials with big data: the key to self-learning health care systems?

DC Angus - Jama, 2015 - jamanetwork.com
Randomized clinical trials (RCTs) have revolutionized medicine by providing evidence on
the efficacy and safety of drugs, devices, and procedures. Today, more than 40 000 RCTs …

A call for deep-learning healthcare

B Norgeot, BS Glicksberg, AJ Butte - Nature medicine, 2019 - nature.com
A call for deep-learning healthcare | Nature Medicine Skip to main content Thank you for visiting
nature.com. You are using a browser version with limited support for CSS. To obtain the best …

High-performance medicine: the convergence of human and artificial intelligence

EJ Topol - Nature medicine, 2019 - nature.com
The use of artificial intelligence, and the deep-learning subtype in particular, has been
enabled by the use of labeled big data, along with markedly enhanced computing power …

AI-facilitated health care requires education of clinicians

PA Keane, EJ Topol - The Lancet, 2021 - thelancet.com
Artificial intelligence (AI), particularly its subtype deep learning, has changed our lives. In our
smartphones, laptops, and social media, deep learning provides image and speech …