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 …
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
Machine learning methods, combined with large electronic health databases, could enable
a personalised approach to medicine through improved diagnosis and prediction of …
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
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 …
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
commentary Journals Science Science brought to you byGoogle Indexer Log in science …
commentary Journals Science Science brought to you byGoogle Indexer Log in science …
[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 …
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 …
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
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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 …
enabled by the use of labeled big data, along with markedly enhanced computing power …
AI-facilitated health care requires education of clinicians
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 …
smartphones, laptops, and social media, deep learning provides image and speech …