Healthcare Analytics, Population Health Management, Healthcare Big Data

Machine Learning

Early Adopters Question Usefulness, Maturity of AI in Healthcare

October 18, 2017 - Adoption of business intelligence and clinical intelligence tools is on the rise as healthcare organizations equip themselves with the health IT infrastructure required to succeed with value-based care, yet healthcare organizations are still wary of cutting-edge technologies such as artificial intelligence. According to a new HIMSS Analytics Essentials Brief, sixty-two percent of healthcare...


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70% of Healthcare Execs Pin Growth to Big Data Analytics Skills

by Jennifer Bresnick

Healthcare organizations that successfully cultivate their big data analytics skills are anticipating a significant competitive advantage over those who fail to make the transition to the digital economy, reveals a new survey from SAP and Oxford...

Growing NLP Marketplace Drives Healthcare Machine Learning

by Jennifer Bresnick

Machine learning has quickly become of the most pervasive trends in the healthcare IT industry, opening up endless opportunities for vendors, providers, and patients alike.  From personalized clinical decision support for cancer and chronic...

Artificial Intelligence Will Be Foundational for Health IT in 2018

by Jennifer Bresnick

In the healthcare industry and elsewhere, artificial intelligence is poised to become the defining feature of how humans interact with their technology, according to Gartner.  An AI foundation will underpin the burgeoning “Intelligent...

Big Data, Machine Learning Can Revamp Provider Health IT Use

by Jennifer Bresnick

Big data doesn’t have to be the enemy of overwhelmed clinicians staring at their computer screens while griping about their electronic health records, says a pair of researchers from Harvard Medical School and Press Ganey in a NEJM perspective...

Will Big Data Analytics Rescue Lackluster Electronic Health Records?

by Jennifer Bresnick

Big data analytics are “extremely important” for helping healthcare organizations see a return on their electronic health records (EHRs) investments, according to 83 percent of stakeholders participating in a recent Health Catalyst...

Epic Systems Leads in Hospital EHR, Business Intelligence Adoption

by Jennifer Bresnick

Health IT giant Epic Systems maintains an edge over its closest competitors in the hospital inpatient and outpatient EHR space, and continues to gain ground in the lucrative business intelligence systems market, according to the latest data from...

Open Source EHR Generator Delivers Healthcare Big Data with FHIR

by Jennifer Bresnick

Healthcare data analysts frustrated by the lack of access to large volumes of clean, trusted, and complete patient data can now take advantage of an open source EHR data generator platform called Synthea. One million synthetic patient records...

$240M IBM, MIT Artificial Intelligence Lab Has Healthcare Focus

by Jennifer Bresnick

Continuing its aggressive push into artificial intelligence in healthcare and elsewhere, IBM is working with MIT to invest $240 million over the next ten years in a collaborative laboratory environment dedicated to machine learning, cognitive...

Transparency is Key for Clinical Decision Support, Machine Learning Tools

by Jennifer Bresnick

Developers and vendors of clinical decision support tools, especially those based on machine learning, must be transparent about their methodologies, capabilities, data sources, and limitations if providers are to rely on their products, says...

Machine Learning 84% Accurate at Flagging Dementia within 2 Years

by Jennifer Bresnick

A machine learning algorithm using protein biomarkers to identify Alzheimer’s disease was able to accurately identify imaging studies of patients progressing into dementia 84 percent of the time, according to a new study published in the...

The Difference Between Clinical Decision Support, Big Data Analytics

by Jennifer Bresnick

Healthcare organizations have a lot of options to choose from when it comes to leveraging their growing big data assets.  From population health platforms and supply chain management tools to clinical decision support and business intelligence...

Pharma, Tech Companies Set to Restructure Healthcare Big Data Market

by Jennifer Bresnick

The healthcare big data market is set another in a long series of revolutions as life science, precision medicine, consumer technology, and “omics” companies start to infuse their influence into a rapidly changing analytics environment....

EHR Natural Language Processing Flags Social Determinant Search Terms

by Jennifer Bresnick

Applying natural language processing (NLP) techniques to the electronic health record can help providers identify key terms associated with the social determinants of health, says a new study out of Massachusetts General Hospital. Using QPID,...

MIT Uses Deep Learning to Create ICU, EHR Predictive Analytics

by Jennifer Bresnick

Deep learning, a variant of machine learning that aims to mimic the decision-making structure of the human brain, can help to supplement the skills of critical care clinicians, according to a pair of new research papers from MIT. Researchers...

IBM, JDRF to Apply Machine Learning to Type 1 Diabetes Research

by Jennifer Bresnick

IBM and JDRF, a global organization funding research into type 1 diabetes, have announced a collaboration that will use machine learning techniques to explore new pathways towards an eventual cure for the autoimmune disease. The project will...

Machine Learning to Fuel “Collective Intelligence” of Human Dx Project

by Jennifer Bresnick

Machine learning may soon make intelligent, informed healthcare decision-making power available to underserved and uninsured populations through an online global network of volunteer physicians called the Human Diagnosis (Dx) Project.  Supported...

Healthcare Artificial Intelligence, Cognitive Tools Bring Big Investments

by Jennifer Bresnick

Artificial intelligence and cognitive computing systems may be attracting a lot of hype across the healthcare industry, but the developers of these innovative data analytics techniques are already cashing in on their promises as forward-thinking...

Can Artificial Intelligence Relieve Electronic Health Record Burnout?

by Jennifer Bresnick

Healthcare providers still facing frustrations years after switching to electronic health records (EHRs) may soon find some relief from burnout as artificial intelligence moves closer to reality, suggests a viewpoint article published in JMIR...

Borrowed from Retail, Anthem’s Big Data Analytics Boost Member Engagement

by Jennifer Bresnick

Commercial insurance companies are facing innumerable challenges as internal and external changes continue to buffet the healthcare industry.  As both leaders in the field of value-based care and for-profit entities subject to political...

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