Neural Networks

AI Brings Personalized Cancer Treatment to Cleveland Clinic

by Emily Sokol, MPH

Artificial intelligence (AI) developed at the Cleveland Clinic uses machine learning to combine medical scans and electronic health records (EHR) generating personalized radiation therapy doses for...

Machine Learning Algorithm Accelerates Diagnosis of Gut Disease

by Jessica Kent

Machine learning algorithms can rapidly analyze biopsy images and reduce the time it takes to diagnose gut diseases in children, revealed a study published in JAMA Network Open. Sana Syed, assistant...

Deep Learning Tool Identifies Disease Markers of Alzheimer’s

by Jessica Kent

Deep learning continues to demonstrate its ability to enhance providers’ expertise and analysis. In a study published in Nature Communications, researchers from the University of California,...

Deep Learning Can Support Personalized Predictions for Stress

by Jennifer Bresnick

In the quest to get ahead of costly health events for high-risk individuals, identifying elevated levels of emotional and psychological stress may be just as important as documenting more traditional...

AI, Deep Learning Start to Tackle Common Problems in Healthcare

by Jennifer Bresnick

No longer the exclusive provenance of researchers and academics, artificial intelligence is quickly filtering into the everyday clinical setting.  From supporting radiologists to enhancing the...

Berkeley Lab, VA Use Deep Learning to Address Veteran Suicide Risks

by Jennifer Bresnick

Researchers at Lawrence Berkeley National Laboratory (Berkeley Lab) are working with the Department of Veterans Affairs and Department of Energy (DOE) to apply deep learning strategies to the...

AHRQ Announces Predictive Analytics, Inpatient Data Challenge

by Jessica Kent

The Agency for Healthcare Research and Quality (AHRQ) has announced a challenge competition to find new ways of applying predictive analytics to hospital inpatient data, which can help forecast trends...

CMS Announces Artificial Intelligence Health Outcomes Challenge

by Jennifer Bresnick

CMS is launching its Artificial Intelligence Health Outcomes Challenge, an industry competition aimed at accelerating innovation in the healthcare analytics space. “The Artificial Intelligence...

Machine Learning Proves Effective for Opioid Risk Stratification

by Jennifer Bresnick

Machine learning algorithms can offer effective risk stratification to identify individuals at elevated risk of an opioid overdose, says a new study published in JAMA Network Open this month. A...

Identifying Near-Term Use Cases for AI in the Healthcare Setting

by Jennifer Bresnick

With competition heating up in a rapidly changing, consumer-driven environment, healthcare organizations are increasingly investigating how to integrate artificial intelligence into their clinical...

Cleveland Clinic Creates Artificial Intelligence Innovation Center

by Jennifer Bresnick

Cleveland Clinic has established the Center for Clinical Artificial Intelligence, an innovation hub focused on applying machine learning to healthcare. According to Crain’s Cleveland Business,...

How Artificial Intelligence is Redefining Consumer Health Experiences

by Jennifer Bresnick

Artificial intelligence is quickly taking root in the healthcare ecosystem by supporting better clinical and financial decision-making.  Providers and executives now have access to much more...

Healthcare Artificial Intelligence Market to Top $34B by 2025

by Jennifer Bresnick

The market for healthcare artificial intelligence tools is expected to surpass $34 billion by the middle of the 2020s, driven largely by a growing desire to automate tasks and harness deeper insights...

Facebook, NYU Will Use Artificial Intelligence for Faster MRIs

by Jessica Kent

Facebook and NYU School of Medicine’s Department of Radiology have announced a new collaborative research project that will study the use of artificial intelligence (AI) to make MRI scans up to...

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...

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...

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...

FDA Clears Marketing for AI Algorithm to Detect Wrist Fractures

by Jennifer Bresnick

The FDA has cleared one of the first artificial intelligence algorithms intended to provide clinical decision support at the point of care, officials announced this week.  Imagen’s...

How AI Can Cut Costs, Uncover Hidden Opportunities in Healthcare

by Jennifer Bresnick

In what seems like just a matter of months, artificial intelligence has become the number one topic of discussion in the health IT industry.  Machine learning, neural networks, deep learning, and...

Machine Learning Complicates FDA Clinical Decision Support Guidance

by Jennifer Bresnick

The FDA’s recent guidance on classifying and regulating clinical decision support (CDS) systems is currently too ambiguous for developers to effectively follow, contends the the American...