Healthcare Analytics, Population Health Management, Healthcare Big Data

Machine Learning

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

August 14, 2017 - 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 by major organizations including the American Medical Association, American College of Physicians, and American Board of Internal Medicine, the...


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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...

Healthcare Data Access is Biggest Artificial Intelligence Bottleneck

by Jennifer Bresnick

With its potential to revolutionize diagnostics and personalized medicine, artificial intelligence has broken several speed records on its way to the top of the healthcare IT trend list.  Use cases as diverse as sepsis detection, imaging...

How Big Data Analytics Underpins Every Healthcare Trend

by Jennifer Bresnick

While the concept of leveraging big data analytics has quickly moved from cutting-edge novelty to fundamental competency for healthcare organizations, many providers still struggle to turn information overload into actionable insight. The challenges...

IBM Watson, Quest Launch Genomic Cognitive Computing Partnership

by Jennifer Bresnick

IBM Watson Health and Quest Diagnostics have announced a new partnership that will bring Watson’s cognitive computing and genomic sequencing capabilities to a larger number of patients nationwide. The launch of “IBM Watson Genomics...

Artificial Intelligence in Healthcare Market to See 40% CAGR Surge

by Jennifer Bresnick

The advent of true artificial intelligence in healthcare may still be some way off, but strong interest in achieving the goals of AI is producing a significant surge of investment in advanced machine learning, predictive analytics, and cognitive...

Data Mining, Big Data Analytics in Healthcare: What’s the Difference?

by Jennifer Bresnick

The healthcare industry is known for its overreliance on snappy-sounding buzzwords – and perhaps even more infamous for ever-so-slightly misusing them.  In the clinical environment, the correct interpretation of tiny subtleties could...

Informatics, Machine Learning Accelerate Pharmaceutical Discovery

by Jennifer Bresnick

Machine learning, informatics, and artificial intelligence have been making quite a big splash on the clinical side of the healthcare industry during the first half of 2017, but these big data analytics techniques have even broader applications...

Artificial Intelligence, Genomics Combo Boosts Precision Medicine

by Jennifer Bresnick

The combination of artificial intelligence and genomic sequencing could significantly accelerate the development of precision medicine, researchers from the New York Genome Center (NYGC), The Rockefeller University, and IBM suggest in a...

Machine Learning Algorithm Outperforms Cardiologists Reading EKGs

by Jennifer Bresnick

A machine learning algorithm leveraging a multi-layered convolutional neural network exceeds the performance of human cardiologists when detecting a range of abnormal readings from standard electrocardiograms. Developed at Stanford, the algorithm...

Big Data Analytics, Machine Learning Support 2017 Most Wired Hospitals

by Jennifer Bresnick

A select group of hospitals and health systems that have fully committed to leveraging big data analytics, machine learning, and other advanced health IT systems are celebrating their designations as the American Hospital Association’s...

NJ Health System Pilots IBM Watson for Oncology Decision Support

by Jennifer Bresnick

As the healthcare system’s increasing reliance on digital technologies brings more and more big data into the clinical environment, providers facing some of the most difficult puzzles in diagnostics and treatment are turning to advanced...

Machine Learning in Healthcare: Defining the Most Common Terms

by Jennifer Bresnick

After a slow and unsteady beginning at the start of the decade, the healthcare industry is finally becoming somewhat more comfortable with the idea that learning to live with big data is the only way to see financial and clinical success in the...

By 2025, Blockchain, IoT, Machine Learning Will Converge in Healthcare

by Jennifer Bresnick

Within the next five to ten years, healthcare organizations are likely to have access to integrated health IT platforms based on an emerging set of information management technologies including blockchain, the Internet of Things (IoT), and machine...

Natural Language Processing, AI to Foster Clinical Decision Tools

by Jennifer Bresnick

Clinical decision support (CDS) tools that feed on unstructured big data are in high demand from healthcare organizations seeking to improve care quality and gain a competitive edge over their peers.  Driven by rapid advances in artificial...

Mount Sinai Creates Imaging Data Warehouse for Precision Medicine

by Jennifer Bresnick

Mount Sinai Health System has created a centralized imaging research warehouse (IRW) able to integrate clinical images with deidentified electronic health record (EHR) data. The project, developed by Mount Sinai’s Translational and Molecular...

84% of Execs: Artificial Intelligence Will Transform Healthcare

by Jennifer Bresnick

More than 80 percent of healthcare executives polled by Accenture believe that artificial intelligence is on track to completely revolutionize healthcare, and a similar number believe that the advent of machine learning and digital healthcare...

Healthcare Big Data, IoT, Cognitive Computing Markets Set to Grow

by Jennifer Bresnick

Healthcare data analytics will continue to present lucrative opportunities for vendors of cutting-edge software, services, and devices, according to a new series of market reports.  The healthcare industry’s appetite for the Internet...

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