Artificial intelligence in healthcare
Artificial intelligence in healthcare incorporates algorithms, machine learning, natural language processing and emerging AI technology to analyze complex medical data. Healthcare AI assists in diagnostic pathology, treatment planning and patient care management by facilitating greater efficiency and accuracy in clinical decisions, medical research and personalized medicine.
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20 Nov 2024
Study reveals cost-efficiency strategy for LLM deployment
Efficient deployment of large language models at scale in healthcare settings could streamline clinical workflows and reduce costs up to 17-fold without sacrificing reliability. Continue Reading
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18 Nov 2024
Exploring 3 types of healthcare natural language processing
Natural language processing, understanding and generation might help healthcare stakeholders make better use of their wealth of unstructured, text-based data. Continue Reading
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09 Apr 2020
3 Ways the Industry Is Leveraging Real-World Data to Combat COVID-19
Organizations are using real-world data to gather evidence on utilization, population health, and the impact of interventions during COVID-19. Continue Reading
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08 Apr 2020
Genetic System Could Expedite Coronavirus Vaccine, Diagnosis
A new genetic system could accelerate researchers’ ability to develop a coronavirus vaccine and diagnose infected patients. Continue Reading
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06 Apr 2020
Tool Helps Hospitals Plan for Critical Care Surges During COVID-19
The user-friendly tool can help hospitals and health systems increase critical care capacity for COVID-19 patients. Continue Reading
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02 Apr 2020
Understanding the COVID-19 Pandemic as a Big Data Analytics Issue
Big data analytics techniques are well-suited for tracking and controlling the spread of COVID-19 around the world. Continue Reading
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02 Apr 2020
Participants in Nevada Population Health Study Offer COVID-19 Data
Participants in the Healthy Nevada Project, a population health study, reported on COVID-19 signs and symptoms to better inform predictive models. Continue Reading
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01 Apr 2020
Stanford Launches Data-Driven Model Evaluating COVID-19 Interventions
The interactive, data-driven model explores the potential impact of different COVID-19 interventions. Continue Reading
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31 Mar 2020
Artificial Intelligence Predicts Severe Disease in COVID-19 Patients
An artificial intelligence model was able to accurately predict which COVID-19 patients would develop severe respiratory disease. Continue Reading
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31 Mar 2020
Predictive Analytics, Risk Factors May Help Identify Crohn’s Disease
In a series of four studies, researchers used predictive analytics and identified risk factors that could help prevent Crohn’s disease. Continue Reading
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30 Mar 2020
Google Makes COVID-19 Datasets Freely Available to Researchers
Google Cloud is allowing researchers, data scientists, and analysts to access COVID-19 datasets for model development. Continue Reading
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30 Mar 2020
Privacy Protection Key for Using Patient Data to Develop AI Tools
Using patient data for secondary purposes, like training artificial intelligence algorithms, will require developers to protect patients’ privacy. Continue Reading
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27 Mar 2020
Artificial Intelligence Research Collaborative Targets COVID-19
The new c3.ai Digital Transformation Institute will seek to develop artificial intelligence tools to mitigate the COVID-19 pandemic. Continue Reading
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27 Mar 2020
AI Model Shows Stricter Interventions Needed to Manage COVID-19 in TX
An artificial intelligence model showed that stricter, immediate interventions would help manage COVID-19 in the Greater Houston area. Continue Reading
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26 Mar 2020
How Machine Learning is Transforming Clinical Decision Support Tools
With the right data, integration methods, and personnel in place, machine learning has the potential to advance clinical decision support and help providers deliver optimal care. Continue Reading
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25 Mar 2020
Private Sector Coalition to Combat COVID-19 with Real-Time Data
Epic, Mayo Clinic, Amazon, and others will provide real-time data analytics to support care delivery during the COVID-19 pandemic. Continue Reading
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25 Mar 2020
Data Scientists Use Machine Learning to Discover COVID-19 Treatments
Researchers are using machine learning algorithms capable of generating millions of therapeutic antibodies to quickly find treatments for COVID-19. Continue Reading
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24 Mar 2020
Leveraging AI for COVID-19 Outreach, Population Health Management
Medical Home Network is using artificial intelligence and population health management strategies to reach vulnerable patients during the COVID-19 pandemic. Continue Reading
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24 Mar 2020
Machine Learning Tool Uses Real-Time Data to Monitor Flu Trends
The portable device uses machine learning to detect coughing sounds and crowd size in real time, directly monitoring flu-like illnesses and flu trends. Continue Reading
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23 Mar 2020
Artificial Intelligence Can Help Predict Cancer Therapy Response
Researchers used artificial intelligence to predict tumor sensitivity to three systemic cancer therapies. Continue Reading
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20 Mar 2020
Amazon Pledges $20M to Support COVID-19 Diagnostics, Research
Amazon Web Services has launched an initiative to accelerate diagnostics, research, and testing for COVID-19. Continue Reading
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18 Mar 2020
Is Artificial Intelligence Mature Enough to Combat COVID-19?
Organizations at the federal, community, and commercial levels are leveraging artificial intelligence to control the spread of COVID-19, but is the technology ready? Continue Reading
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17 Mar 2020
White House Urges AI Experts to Develop Tools for COVID-19 Dataset
The White House is calling for the development of new artificial intelligence techniques that can help researchers answer key questions about COVID-19. Continue Reading
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17 Mar 2020
Social Determinants of Health Impact Cancer Screening Rates
People living in underserved areas had lower cancer screening rates, indicating a need for social determinants of health strategies that expand care access. Continue Reading
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10 Mar 2020
Opioid Use After C-Sections Can Inform Individualized Prescriptions
Knowing the amount of opioids taken after C-section surgery can help providers individualize prescriptions and reduce unnecessary opioid use. Continue Reading
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10 Mar 2020
Artificial Intelligence Model Tracks Spread of Lyme Disease
The artificial intelligence tool could help states and counties develop more specific Lyme disease prevention strategies and improve public health. Continue Reading
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09 Mar 2020
One-Third of Young Providers Overwhelmed by Patient Data, Analytics
A new survey reveals a clear need for provider education and training on how to leverage data analytics and technology to inform care. Continue Reading
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06 Mar 2020
AI Reveals Cellular Variants Between Black and White Cancer Patients
Case Western Reserve researchers have received a $3.2 million grant to uncover potential racial bias in cancer care using artificial intelligence. Continue Reading
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05 Mar 2020
Deep Learning Can Identify Newborns at High Risk of Eye Disease
The FDA is currently reviewing the deep learning tool, which could help spot newborns at risk for a severe eye disease. Continue Reading
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04 Mar 2020
Robot Uses Deep Learning, Ultrasound Imaging to Draw Blood
An image-guided robotic device leverages deep learning to draw blood or insert catheters to deliver drugs and fluids. Continue Reading
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03 Mar 2020
Radiologist, Machine Learning Combo Enhances Breast Cancer Screening
Combining machine learning algorithms with evaluations from radiologists could improve the accuracy of breast cancer screenings. Continue Reading
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02 Mar 2020
Artificial Intelligence May Boost Sleep Disorder Treatment, Diagnosis
Artificial intelligence has the potential to enhance sleep studies, improving the diagnosis and treatment of sleep disorders. Continue Reading
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02 Mar 2020
Machine Learning, EHR Data Reveal Chronic Disease Associations
A machine learning tool mined EHR data to uncover novel chronic disease associations, which could help identify new research paths. Continue Reading
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28 Feb 2020
New Algorithm Tracks Sepsis Incidence Among Pediatric Patients
The tool could help providers to collect more accurate data on pediatric sepsis outcomes and incidence. Continue Reading
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25 Feb 2020
Artificial Intelligence Identifies Worsening Heart Failure
A wearable sensor powered by artificial intelligence can help detect critical changes in heart failure patients. Continue Reading
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24 Feb 2020
How Ambient Clinical Intelligence Reduces Provider Burnout
The use of ambient clinical intelligence technology in exam room allows providers to spend more time with patients by decreasing documentation time and alleviating provider burnout. Continue Reading
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21 Feb 2020
Machine Learning May Support Personalized Mental Health Therapies
Using machine learning, researchers detected variability among children’s neural anatomy that could inform personalized treatments for mental health disorders. Continue Reading
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20 Feb 2020
Deep Learning Model Identifies Drug to Combat Antibiotic Resistance
Researchers used deep learning to discover a new antibiotic compound that can kill strains of antibiotic-resistant bacteria. Continue Reading
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19 Feb 2020
Artificial Intelligence Enhances EKG Testing for Heart Condition
An artificial intelligence algorithm could allow EKGs to screen for an underdiagnosed heart condition, leading to earlier detection and more preventive care. Continue Reading
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19 Feb 2020
Traditional Risk Models Predict Heart Disease as Well as Genetic Test
Traditional cardiovascular risk factors can predict who will develop coronary heart disease as accurately as a sophisticated genetic test. Continue Reading
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18 Feb 2020
AHA Awards $2M to Artificial Intelligence, Precision Medicine Studies
The American Heart Association has awarded grants to seven researchers working to advance artificial intelligence and precision medicine. Continue Reading
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18 Feb 2020
53% of Execs Say Healthcare Leads Artificial Intelligence Adoption
While over half of executives believe healthcare is ahead of other industries in artificial intelligence adoption, cost and skill barriers are slowing implementation. Continue Reading
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17 Feb 2020
Top 3 Data Challenges to Addressing the Social Determinants of Health
Issues surrounding data collection, comprehensiveness, and actionability hinder the healthcare industry’s ability to address the social determinants of health. Continue Reading
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12 Feb 2020
Predictive Risk Model Determines Likelihood of Stroke in Patients
A predictive risk model could help determine stroke risk in patients who experience migraine with aura. Continue Reading
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11 Feb 2020
Machine Learning Uses EHR Data to Predict Alzheimer’s Risk
Machine learning algorithms analyzed EHR data and accurately predicted the onset of dementia within one to three years of diagnosis. Continue Reading
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10 Feb 2020
Artificial Intelligence Helps Providers Choose Depression Therapies
An artificial intelligence algorithm can accurately predict whether an antidepressant will work based on brain activity. Continue Reading
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07 Feb 2020
Putting the Pieces Together for a Successful Predictive Analytics Strategy
Good data, solid use cases, and a culture of transformation form the basis of a successful predictive analytics strategy in healthcare. Continue Reading
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06 Feb 2020
Predictive Analytics Model Forecasts Hernia Surgery Outcomes
A predictive analytics tool could determine the likelihood that a patient will experience complications after having hernia surgery. Continue Reading
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04 Feb 2020
Artificial Intelligence Saved Over $260M in Fraud, Waste in 2019
Using artificial intelligence, Highmark Inc. has generated millions of dollars in savings related to waste, fraud, and abuse. Continue Reading
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29 Jan 2020
Microsoft Launches $40M Healthcare Artificial Intelligence Program
The AI for Health program will leverage artificial intelligence technology to accelerate medical research and support health equity. Continue Reading
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28 Jan 2020
One-Third of Orgs Use Artificial Intelligence in Medical Imaging
Hospitals and imaging centers are using artificial intelligence for patient care, but cost and a lack of strategic direction are significant barriers to adoption. Continue Reading
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28 Jan 2020
Deep Learning Tools Can Kickstart Cancer Radiation Therapy
Deep learning tools can translate complex data into optimal treatment plans, helping cancer patients start radiation therapy sooner. Continue Reading
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27 Jan 2020
Machine Learning Tool Predicts Hospitalizations for Asthma Patients
A machine learning algorithm was able to forecast hospital encounters among patients with asthma better than current predictive models. Continue Reading
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23 Jan 2020
New Method Determines Accuracy of Predictive Risk Models
The technique can help providers assess whether a predictive risk model’s results can be trusted for a given patient. Continue Reading
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22 Jan 2020
Machine Learning in Drug Development Requires Data Access, Standards
To leverage machine learning tools in drug development, policymakers will need to increase data access and establish uniform data standards. Continue Reading
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21 Jan 2020
Data Governance, Chronic Disease Management Top Priorities in 2020
In the new year, the healthcare industry will focus on improving data governance to drive proactive chronic disease management. Continue Reading
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20 Jan 2020
Machine Learning Uses Social Determinants Data to Predict Utilization
A machine learning tool was able to predict inpatient and emergency department utilization using only social determinants of health data. Continue Reading
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09 Jan 2020
Cross-Sector AI Partnerships Curb Hospital Readmissions
A cross-sector partnership leverages artificial intelligence to identify and reduce Geisinger’s unnecessary hospital readmissions. Continue Reading
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09 Jan 2020
Overcoming Bias in Artificial Intelligence, Machine Learning
Artificial intelligence and machine learning algorithms have been under scrutiny for racial bias. To avoid perpetuating these errors, developers are reexamining the early phases of development. Continue Reading
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08 Jan 2020
Making Pediatric Risk Scoring a Reality for Children’s Hospitals
Pediatric risk scoring took a backseat as payers and providers mastered the methodology for their adult populations. But new ways to integrate data is now making it possible for two children’s hospitals. Continue Reading
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02 Jan 2020
Google Uses Artificial Intelligence to Detect Breast Cancer
Google has developed an artificial intelligence model that could accurately detect breast cancer in screening mammograms. Continue Reading
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02 Jan 2020
Machine Learning System Accurately Identifies Medication Errors
A machine learning tool was able to identify medication errors better than traditional clinical decision support systems. Continue Reading
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27 Dec 2019
Natural Language Processing Advances Clinical Decision Making
Machine learning and natural language processing technology is helping Radiology Partners to improve their clinical decision-making and improve the standard of care. Continue Reading
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26 Dec 2019
Eliminating Racial Bias in Algorithm Development
Artificial intelligence can assess patient risk and guide providers to optimal treatment options, but developers must ensure the technology doesn’t perpetuate existing biases. Continue Reading
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21 Nov 2019
Machine Learning Microscope Adapts Lighting to Improve Diagnosis
The microscope leverages machine learning to adjust lighting angles, colors, and patterns to improve malaria diagnosis. Continue Reading
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18 Nov 2019
Technology Provides Actionable Insights for Social Determinants of Health
Technology and population-level reporting can help providers address the social determinants of health in their member populations through actionable data insights. Continue Reading
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18 Nov 2019
Capturing Social Determinants of Health to Effect Lasting Change
Social determinants of health are impacting patients long before and after their clinical encounters, but healthcare professionals can use data to change that. Continue Reading
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15 Nov 2019
NIH Using Artificial Intelligence to Evaluate Stem Cell Quality
NIH used artificial intelligence techniques to scale up the manufacturing of stem cells for patients with macular degeneration. Continue Reading
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12 Nov 2019
Natural Language Processing Improves Care for Liver Failure Patients
Using natural language processing, researchers diagnosed early signs of language problems associated with liver failure. Continue Reading
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06 Nov 2019
Deep Learning Could Improve Cohort Selection for Clinical Trials
Deep learning technology could identify key features for cohort selection in clinical trials, significantly reducing time and costs. Continue Reading
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04 Nov 2019
Preparing for the Artificial Intelligence Explosion at RSNA 2019
Artificial intelligence has become a focal point of at RSNA’S annual meeting, so a working knowledge of key terms is crucial for attendees. Continue Reading
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28 Oct 2019
Predictive Analytics Algorithm Displays Bias, Drives Inequity
The predictive analytics algorithm perpetuated some implicit racial bias and health inequity, the UC Berkeley researchers found. Continue Reading
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21 Oct 2019
Why AI Is the Solution to Radiology Data Problem
Integrating artificial intelligence into radiology practice can help improve the accuracy of imaging reads, increase the time providers have to spend with patients, and shift reimbursement to focus on value. Continue Reading
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02 Oct 2019
Artificial Intelligence in Radiology Will Require Ethics, Standards
To ethically use artificial intelligence in radiology, stakeholders will need to ensure the technology promotes safety and minimizes harm. Continue Reading
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23 Sep 2019
How Hospitals Invest in Health IT for Value-Based Care
To effectively manage value-based care delivery, hospitals are investing in tools that aid in population health management, health information exchange, and business intelligence. Continue Reading
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16 Sep 2019
Benefits of Artificial Intelligence to Radiology Workflows
Radiologists have warmed to artificial intelligence, with the technology slated to improve inefficient workflows. Continue Reading
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01 Aug 2019
Best Practices to Develop a Social Determinants of Health Strategy
A discussion with members of Humana’s Bold Goal team identified best practices for building a successful social determinants of health strategy. Continue Reading
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29 Jul 2019
Future AI Opportunities for Improving Care Delivery, Cost, and Efficacy
Applying forms of artificial intelligence to treatment variability, cost modeling, and drug discovery should lead to widespread changes in healthcare spending. Continue Reading
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12 Jul 2019
How Geographic Data Can Help Address Social Determinants of Health
An individual’s zip code is more predictive of her health than her genetic code, but it’s not just zip code data that can help tackle social determinants of health. Continue Reading
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24 Jun 2019
Creating an Analytics Pathway to Evolve with Risk, Value-Based Care
Enhancing data analytics to manage populations and support new service lines is key to succeeding in value-based care, especially risk-based models. Continue Reading
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13 May 2019
Seamless Data Architecture Supports Artificial Intelligence Success
A comprehensive approach to creating seamless data architecture will be critical for success with artificial intelligence. Continue Reading
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06 Mar 2019
Turning Health Data into an Asset for Artificial Intelligence
Healthcare organizations looking to leverage their existing data assets for artificial intelligence will need to develop governance, infrastructure, and partnerships to guide their efforts. Continue Reading
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29 Jan 2019
New Project Puts an Actuarial Eye on Big Data, Healthcare Costs
Healthcare administrators, economists, and actuaries are leveraging big data analytics to identify potential causes and solutions for rising care costs. Continue Reading
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30 Nov 2018
What Is Deep Learning and How Will It Change Healthcare?
What is deep learning, why is it significant, and how will this innovative artificial intelligence strategy change the healthcare industry? Continue Reading
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30 Oct 2018
Top 5 Use Cases for Artificial Intelligence in Medical Imaging
Artificial intelligence can support radiologists and pathologists as they use medical imaging to diagnose a wide variety of conditions. Continue Reading
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26 Oct 2018
Top 4 Big Data Analytics Strategies to Reduce Hospital Readmissions
Hospitals can reduce readmission rates by using big data analytics to deliver preventive care, improve patient engagement, and enhance communication across the care continuum. Continue Reading
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24 Sep 2018
Are Universal EHRs Key to Healthcare Value, Trust, and AI Adoption?
Countries with universal electronic health records appear to be further along the maturity curves of consumer trust, data integration, and even AI adoption. Continue Reading
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20 Jul 2018
5 Steps for Planning a Healthcare Artificial Intelligence Project
How can organizations planning a healthcare artificial intelligence project set the stage for a successful pilot or program? Continue Reading
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12 Jul 2018
Addressing Chronic Disease with Population Health Management Strategies
What are the best population health management strategies for addressing common chronic diseases? Continue Reading
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07 Jun 2018
NIH Data Science Plan Aims to Boost Data Analytics, Access
NIH’s Strategic Plan for Data Science will provide a roadmap for improved healthcare data analytics, access, and sharing. Continue Reading
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23 Apr 2018
Value-Based Care Requires Clear Analytics Goals, Scalable Health IT
Success in the demanding world of value-based care requires healthcare organizations to establish clear goals for their big data analytics initiatives while investing in scalable health IT development. Continue Reading
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15 Mar 2018
Da Vinci Project Brings HL7 FHIR to Payers for Big Data Analytics
HL7 FHIR is moving into the payer environment to enable big data analytics, support value-based care, and create administrative efficiencies. Continue Reading
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14 Mar 2018
Will Clinical Decision Support, Health IT Cut Diagnostic Errors?
Diagnostic errors are common across the care continuum, but clinical decision support tools - if implemented correctly - could help reduce patient safety events. Continue Reading
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12 Mar 2018
Faulkner Guides Epic Systems from EHR to Comprehensive Health Record
At HIMSS18, Epic Systems founder and CEO Judy Faulkner shared her vision for a comprehensive health record and continued improvements to interoperability. Continue Reading
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14 Dec 2017
Artificial Intelligence to Make More Health Jobs Than it Eliminates
Artificial intelligence may create more healthcare jobs than it eliminates - if providers can strike a balance between automation and augmentation. Continue Reading
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12 Dec 2017
Understanding the Basics of Clinical Decision Support Systems
How can clinical decision support systems deliver patient safety and care quality improvements while ensuring health IT usability? Continue Reading
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30 Nov 2017
How the Healthcare “Value Chain” Leads to Big Data Analytics Success
Success with big data analytics requires healthcare organizations to understand the impact of their data assets from collection to patient activation. Continue Reading
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04 Oct 2017
How Mayo Clinic Uses CDS Algorithms to Standardize Nurse Triage
An algorithmic approach to clinical decision support has standardized phone-based nurse triage at the Mayo Clinic. Continue Reading
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21 Jul 2017
Leveraging Business Intelligence for Healthcare Management
How can organizations leverage business intelligence for healthcare management? What are the first steps for engaging in financial and clinical improvement efforts? Continue Reading
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24 May 2017
Turning Healthcare Big Data into Actionable Clinical Intelligence
How can healthcare organizations turn their big data assets into actionable clinical intelligence? Continue Reading
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18 May 2017
Google Using FHIR, Deep Learning for Healthcare Predictive Analytics
Google is eager to apply its deep learning prowess and familiarity with FHIR to the problems of predictive analytics in healthcare. Continue Reading
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04 May 2017
How Do Artificial Intelligence, Machine Learning Differ in Healthcare?
Machine learning is a necessary first step towards artificial intelligence in healthcare, but they aren’t the same thing. Continue Reading