Healthcare Analytics, Population Health Management, Healthcare Big Data

Deep Learning

Google-Backed DeepMind Creates Deep Learning CDS for Eye Diseases

August 14, 2018 - Researchers from DeepMind, a UK-based artificial intelligence company owned by Google, are progressing towards a clinical decision support product that can accurately identify more than fifty eye diseases and provide treatment recommendations for patients. Initial results, published this month in Nature Medicine, show that the deep learning tool developed by DeepMind and Moorfields Eye...


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UCI Health Opens Center for Artificial Intelligence, Deep Learning

by Jessica Kent

The University of California, Irvine (UCI) and UCI Health System have launched the UCI Center for Artificial Intelligence in Diagnostic Medicine, which will leverage machine learning tools in all areas of clinical care to improve outcomes...

Artificial Intelligence for Medical Imaging Market to Top $2B

by Jennifer Bresnick

The market for artificial intelligence (AI) tools to process and analyze medical imaging studies is slated to push past $2 billion by 2023, according to a new report from Signify Research. Healthcare organizations are increasingly eager...

How Artificial Intelligence is Changing Radiology, Pathology

by Jessica Kent

Artificial intelligence and machine learning tools have the potential to analyze large datasets and extract meaningful insights to enhance patient outcomes, an ability that is proving helpful in radiology and pathology. Images obtained by...

NIH Makes Largest Set of Medical Imaging Data Available to Public

by Jessica Kent

The National Institutes of Health (NIH) Clinical Center has released a dataset of more than 32,000 medical images to help enhance the accuracy of lesion detection. The dataset, called DeepLesion, contains thoroughly anonymized images...

54% of Healthcare Pros Expect Widespread AI Adoption in 5 Years

by Jennifer Bresnick

Artificial intelligence is quickly gaining steam in the healthcare industry as pilots and limited deployments start to prove their value.  The progression of AI is so swift that more than half of healthcare professionals surveyed by...

AMA Urges “Thoughtfully Designed” Artificial Intelligence for Healthcare

by Jennifer Bresnick

The American Medical Association (AMA) has released a policy statement that takes a favorable view towards artificial intelligence in healthcare – as long as the emerging category of tools and solutions can be carefully...

Deep Learning Tool Tops Dermatologists in Melanoma Detection

by Jessica Kent

A deep learning tool identified melanoma in dermoscopic images with more accuracy than dermatologists, according to a study published in the Annals of Oncology. The convolutional neural network (CNN) scored ten percent higher in terms of...

Challenges of Developing and Deploying AI in Healthcare

by Jennifer Bresnick

Healthcare is on the edge of entering the era of artificial intelligence.  As machine learning, deep learning, and other aspects of AI start to mature, they bring nearly endless possibilities to supplement, streamline, and enhance the...

Exploring the Promises of Artificial Intelligence in Healthcare

by Jennifer Bresnick

Few data science concepts have brought as much excitement and anticipation to healthcare as artificial intelligence and machine learning.  With an almost limitless capacity to revolutionize how patients, providers, payers, and other...

Google Uses Deep Learning, EHR Big Data to Predict Mortality

by Jessica Kent

A deep learning approach that incorporates big data from electronic health records (EHRs) was able to predict inpatient mortality, unexpected readmissions, and long length of stay more accurately than traditional predictive models,...

Success of AI in Healthcare Relies on User Trust in Data, Algorithms

by Jennifer Bresnick

From prediction to diagnostics to population health management, artificial intelligence holds unprecedented promise to revolutionize the way healthcare providers and patients interact with data. Some diagnostic and clinical decision...

Top 12 Ways Artificial Intelligence Will Impact Healthcare

by Jennifer Bresnick

The healthcare industry is ripe for some major changes.  From chronic diseases and cancer to radiology and risk assessment, there are nearly endless opportunities to leverage technology to deploy more precise, efficient, and impactful...

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