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.
Top Stories
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05 Jun 2025
How an FQHC is using ambient AI to reduce clinician burden
Neighborhood Healthcare expanded ambient AI technology across its clinics after a successful pilot where the tool helped reduce clinical documentation burden. Continue Reading
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04 Jun 2025
How AI is changing telemedicine in 2025
AI is virtually expanding, reshaping and personalizing telehealth practices in triaging, image analysis, patient diagnoses, treatment planning, monitoring and mental health. Continue Reading
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08 Mar 2021
AI Method Facilitates Collaboration While Protecting Data Privacy
An artificial intelligence method can help researchers collaboratively train algorithms without compromising patient data privacy. Continue Reading
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08 Mar 2021
Artificial Intelligence Predicts Atrial Fibrillation, Stroke Risk
An artificial intelligence method can identify patients at risk of developing new-onset atrial fibrillation, including those at risk for AF-related stroke. Continue Reading
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08 Mar 2021
Turning the Lowest Common Denominator into High-Quality Data Exchange
Transitioning to cloud fax is a straightforward and relatively simple task with a quick return on investment. Continue Reading
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05 Mar 2021
Exploring the Intersection of Genomic Data and AI in Healthcare
While artificial intelligence in healthcare has the potential to gain actionable insights from genomic data, longstanding challenges could hamper efforts to achieve precision medicine. Continue Reading
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03 Mar 2021
Machine Learning Reveals Traits of High Mental Health Utilizers
Machine learning tools analyzed EHR data and identified characteristics of high utilizers for mental health services. Continue Reading
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02 Mar 2021
Machine Learning Shows Social Media Greatly Affects COVID-19 Beliefs
Machine learning tools analyzed tweets about COVID-19 and showed that social media can significantly influence people’s health beliefs. Continue Reading
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02 Mar 2021
Data Analytics Model Accurately Determines Impact of Cancer Drugs
A new data analytics model can predict the efficacy of cancer drugs by examining differences across and within multiple cancer types. Continue Reading
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01 Mar 2021
Genetic Data Enhances Understanding of Asthma Development
Using genetic data from diverse populations, researchers have discovered a gene variant associated with asthma development in children. Continue Reading
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26 Feb 2021
Predictive Analytics Tool Forecasts Post-Surgical Complications
A web-based tool leverages predictive analytics to determine patients’ risk of post-surgical complications like kidney failure and stroke. Continue Reading
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25 Feb 2021
Majority of COVID-19 Hospitalizations Due to 4 Chronic Diseases
A data analytics model showed that two-thirds of adult COVID-19 hospitalizations stem from one of four chronic diseases, with higher risk based on age and race. Continue Reading
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25 Feb 2021
Machine Learning Detects Biomarkers of Autism Spectrum Disorder
Machine learning tools were able to identify biomarkers in blood that could enable earlier diagnosis of children with autism spectrum disorder. Continue Reading
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23 Feb 2021
Data Analytics Model Gauges False-Negative Rate for COVID-19 Tests
A data analytics tool can assess the false-negative rate of COVID-19 tests, potentially reducing the spread of the virus. Continue Reading
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19 Feb 2021
Deep Learning Can Help Guide Lung Cancer Treatment Decisions
A deep learning algorithm could help providers predict survival expectancy in patients with lung cancer, which could help guide treatment decisions. Continue Reading
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17 Feb 2021
Framework Enables Real-Time Data Analytics During Pandemic
A connected framework is helping researchers collaborate and use real-time data analytics to inform decision-making during the pandemic. Continue Reading
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17 Feb 2021
Health Providers Partner to Create Big Data Analytics Platform
CommonSpirit Health, Providence, and Northwell Health are among the major health providers building a big data analytics platform to improve care. Continue Reading
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16 Feb 2021
Machine Learning Identifies Existing Drugs to Treat COVID-19
A machine learning model can detect drugs already on the market that could potentially treat COVID-19. Continue Reading
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16 Feb 2021
Building a Predictive Analytics Tool to Triage COVID-19 Patients
Feinstein Institutes researchers worked alongside clinicians to develop a predictive analytics algorithm that identifies COVID-19 patients at high risk of respiratory failure. Continue Reading
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10 Feb 2021
Machine Learning Tool Predicts Mortality During Transfers of Care
A new web-based tool developed using machine learning predicts mortality rates based on hospital transfers, leading to better patient outcomes. Continue Reading
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10 Feb 2021
How Data Analytics Can Help Manage Intensive Care Unit Capacity
Data analytics tools can help hospitals manage patient capacity and flow in intensive care units, particularly during COVID-19 surges. Continue Reading
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09 Feb 2021
Machine Learning Model Shows Higher COVID-19 Cases Than Reported
A machine learning model estimated that the number of US COVID-19 cases is nearly three times greater than reported. Continue Reading
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09 Feb 2021
AI, EHR Data Can Help Predict COVID-19 Outcomes, Mortality
Applying artificial intelligence to EHR data can help providers identify factors that are predictors of poor COVID-19 outcomes. Continue Reading
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08 Feb 2021
Using Predictive Analytics to Stay Ahead of Patient Deterioration
Researchers from Michigan Medicine and Fifth Eye have developed a predictive analytics tool that can alert providers which patients are at risk of deteriorating. Continue Reading
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08 Feb 2021
Artificial Intelligence Tool Combats New COVID-19 Mutations
An artificial intelligence framework could speed the development of vaccines to treat new COVID-19 mutations. Continue Reading
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04 Feb 2021
Machine Learning Uncovers Link Between Diet, Chronic Disease Risk
Using machine learning, researchers discovered components in walnuts that may reduce chronic disease risk. Continue Reading
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04 Feb 2021
Predictive Analytics Tool Accurately Assesses Teen Suicide Risk
A personalized screening system uses predictive analytics to accurately detect teens with high suicide risk. Continue Reading
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03 Feb 2021
Clinical Decision Support May Cut Antibiotic Use for Child Diarrhea
A clinical decision support tool uses real-time data from multiple sources to reduce antibiotic use among children with diarrhea. Continue Reading
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03 Feb 2021
Predictive Analytics Tool Accurately Determines Breast Cancer Risk
A predictive analytics tool uses mammograms to accurately forecast breast cancer risk across diverse clinical environments. Continue Reading
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02 Feb 2021
Familiar Names Sweep Best in KLAS for Data Analytics, CDS
The 2021 Best in KLAS report recognizes Dimensional Insight, Strata Decision Technology, and others for their data analytics and clinical decision support solutions. Continue Reading
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02 Feb 2021
Google Launches Data Analytics Solution to Expand Vaccine Access
Google Cloud’s Intelligent Vaccine Impact solution leverages data analytics tools to increase vaccine availability and access. Continue Reading
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01 Feb 2021
How Real-Time Data Informs Decision-Making During COVID-19
Providence’s DetectionMap uses real-time data extracted from the EHR to show COVID-19 prevalence at the neighborhood level. Continue Reading
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01 Feb 2021
USC, Amazon Launch Center for Secure Machine Learning Development
The center will aim to facilitate research on security and privacy in machine learning technology. Continue Reading
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29 Jan 2021
Population Health Management Strategies to Reduce Health Disparities
Health disparities are rampant throughout the healthcare industry. How can population health management strategies reduce their impact? Continue Reading
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28 Jan 2021
Patient Data Registry Approach May Enhance Rare Disease Research
A new type of patient data registry could provide researchers with quality information on rare diseases, accelerating treatment development. Continue Reading
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27 Jan 2021
Machine Learning, Real-Time Data App Rates COVID-19 Exposure Risk
A new app leverages machine learning and real-time data to provide location-based risk assessments of COVID-19 exposure. Continue Reading
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27 Jan 2021
Deep Learning Approach May Reduce Knee Pain Disparities
A deep learning technique used to measure the severity of knee osteoarthritis could significantly reduce unexplained pain disparities. Continue Reading
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26 Jan 2021
Machine Learning Finds Potential Biomarkers Associated with Autism
A machine learning algorithm was able to find patterns of maternal autoantibodies associated with autism spectrum disorder with 100 percent accuracy. Continue Reading
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26 Jan 2021
Predictive Analytics Warns of Potential Complications from COVID-19
A predictive analytics tool continuously monitors patients with COVID-19 and accurately forecasts possible clinical issues before they occur. Continue Reading
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25 Jan 2021
New ONC Challenge Promotes Big Data Analytics Development
The Synthetic Health Data Challenge will support researchers and developers in testing the effectiveness of big data analytics tools and algorithms. Continue Reading
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22 Jan 2021
2021 Will Bring AI, Social Determinants of Health into Focus
In the new year, the healthcare industry will leverage artificial intelligence and social determinants of health data to enhance clinical decision-making. Continue Reading
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21 Jan 2021
Broader Genetic Testing May Improve Breast Cancer Risk Assessment
Conducting hereditary cancer genetic testing in the general population could enhance breast cancer risk assessment for women. Continue Reading
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20 Jan 2021
Data Analytics Shows Little Gain in COVID-19 Vaccine Prioritization
A data analytics model revealed that prioritizing vaccination of high-risk individuals has only a minimal impact on the number of COVID-19 deaths. Continue Reading
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20 Jan 2021
Deep Learning Approach Reveals Tumor Gene Expression Changes
A deep learning technique can reveal how methylation changes lead to gene expression changes in different types of tumors. Continue Reading
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19 Jan 2021
Combating COVID-19 Misinformation with Predictive Analytics
Students at the Medical University of South Carolina are using a predictive analytics-based vulnerability map to conduct educational interventions for high-risk patients. Continue Reading
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19 Jan 2021
Data Analytics Tool Distinguishes Cancer Cells from Normal Cells
The tool leverages data analytics technology to accurately differentiate between cancer cells and normal cells found in tumor samples. Continue Reading
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15 Jan 2021
In Brain Imaging, Deep Learning Beats Standard Machine Learning
Deep learning models were able to detect patterns and discriminative features in brain imaging better than standard machine learning algorithms. Continue Reading
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15 Jan 2021
Artificial Intelligence Can Predict Prostate Cancer Recurrence
An artificial intelligence tool is able to examine data from MRI scans and predict the likelihood that prostate cancer will recur after surgical treatment. Continue Reading
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14 Jan 2021
Deep Learning May Detect Breast Cancer Earlier than Radiologists
A deep learning algorithm accurately detected breast cancer in mammography images and generalized well to populations not represented in the training dataset. Continue Reading
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13 Jan 2021
FDA Releases Action Plan for AI, Machine Learning Medical Software
To enhance its oversight of AI and machine learning medical software, the FDA plans to improve algorithm development and foster a patient-centered approach. Continue Reading
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12 Jan 2021
Providers Seen as Less Liable for Following AI Recommendations
Potential jurors may believe that physicians who follow artificial intelligence recommendations are less liable for medical malpractice. Continue Reading
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12 Jan 2021
Predictive Analytics Optimizes Infectious Disease Surveillance
An early warning system leverages predictive analytics to generate more accurate near-term forecasts than alternative infectious disease surveillance methods. Continue Reading
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11 Jan 2021
Working Toward Seamless Care Delivery with Real-Time Data
Together with Google Cloud, Highmark Health is working to eliminate fragmentation from care delivery using a real-time data platform. Continue Reading
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07 Jan 2021
Machine Learning, Facebook Data Offer Insight into Schizophrenia
Using data from patients’ Facebook pages, a machine learning algorithm accurately predicted which individuals would go on to develop schizophrenia and mood disorders. Continue Reading
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07 Jan 2021
Researchers Discover Genetic Markers Associated with Bone Growth
The genetic markers are associated with bone mineral accrual and could help detect causes of osteoporosis later in life. Continue Reading
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06 Jan 2021
Artificial Intelligence Diagnoses Adverse Childhood Experiences
Using real-time data and explainable artificial intelligence, researchers developed a system that could aid clinicians in diagnosing and treating adverse childhood experiences. Continue Reading
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06 Jan 2021
Artificial Intelligence Falls Short in Detecting Diabetic Eye Disease
Of seven artificial intelligence algorithms tested, only one performed better than human clinicians in detecting diabetic eye diseases. Continue Reading
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05 Jan 2021
Machine Learning, Real-World Data Find New Uses for Existing Drugs
A machine learning algorithm analyzed real-world data to determine which existing drugs could apply to diseases for which they are not prescribed. Continue Reading
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31 Dec 2020
Machine Learning Tool Can Detect Changes in Serotonin Levels
A machine learning-powered sensor can detect subtle changes in brain serotonin levels during sleep, fear, and social interactions. Continue Reading
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29 Dec 2020
Medical Imaging, Biomarkers Predict PTSD After Brain Injury
Using medical imaging techniques, researchers have found potential brain biomarkers of PTSD in people with traumatic brain injury. Continue Reading
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29 Dec 2020
Predictive Analytics Forecasts Deterioration in COVID-19 Patients
A predictive analytics algorithm can determine which COVID-19 patients are most likely to deteriorate while in the hospital. Continue Reading
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28 Dec 2020
Genetic Data Boosts Risk Prediction for Inflammatory Bowel Diseases
Studying genetic data in diverse populations helped improved risk prediction scores for inflammatory bowel diseases. Continue Reading
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24 Dec 2020
Intersection of Big Data Analytics, COVID-19 Top Focus of 2020
The top stories on HealthITAnalytics in 2020 focused on the industry’s use of big data analytics tools to understand, track, and reduce the spread of COVID-19. Continue Reading
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22 Dec 2020
Data Analytics Model Shows How Colleges Can Reduce COVID-19 Cases
A data analytics model revealed that colleges could prevent nearly 90 percent of COVID-19 cases by implementing strict social distancing and mask-wearing measures. Continue Reading
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21 Dec 2020
Deep Learning Checks If All Cancer Cells are Removed After Surgery
A deep learning microscope can rapidly image large tissue sections, allowing surgeons to inspect the margins of tumors after their removal. Continue Reading
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21 Dec 2020
AI, Machine Learning Tools Help Predict COVID-19 Outcomes
As cases soar across the country, researchers are leveraging the power of artificial intelligence and machine learning to predict COVID-19 outcomes. Continue Reading
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17 Dec 2020
Delivering Proactive Mental Healthcare With Artificial Intelligence
At the Center for Cancer and Blood Disorders in Texas, leaders are using artificial intelligence to proactively manage mental health in patients with cancer. Continue Reading
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15 Dec 2020
Gene Expression Database May Help Curb Antibiotic Resistance
The comprehensive database shows gene expression during infection, potentially leading to new treatments for bacterial infections and reduced antibiotic resistance. Continue Reading
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15 Dec 2020
Machine Learning Shows How Quarantine Measures Impact COVID-19 Rates
A machine learning model revealed a direct link between the number of people infected with COVID-19 and how effectively a state maintains quarantine measures. Continue Reading
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14 Dec 2020
Big Data Analytics Calculator Determines COVID-19 Mortality Risk
The online calculator leverages big data analytics to quantify COVID-19 mortality risk, which could help leaders determine who should get vaccinated first. Continue Reading
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14 Dec 2020
Machine Learning Tool May Help ED Clinicians Rule Out COVID-19
Machine learning can accurately predict the probability of COVID-19, allowing ED clinicians to reduce the number of patients referred for testing. Continue Reading
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10 Dec 2020
Case Studies Apply Big Data Analytics to Public Health Research
A series of case studies aims to help students and providers apply big data analytics to urgent public health issues. Continue Reading
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09 Dec 2020
Real-Time Data Reveals Impact of Environment on Physical Health
Using real-time data collected from smartphones, researchers found that individuals were more likely to experience fatigue or pain in stressful environments. Continue Reading
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08 Dec 2020
How Real-World Data Can Help Eliminate Cancer Care Disparities
A new initiative directed by experts from academic, pharmaceutical, and healthcare organizations will leverage real-world data to reduce cancer care disparities. Continue Reading
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08 Dec 2020
Data Analytics Tool Helps Design COVID-19 Testing Strategies
The free data analytics tool can help schools and businesses develop effective COVID-19 testing programs. Continue Reading
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07 Dec 2020
Real-Time Data Analytics Critical for Improving Heart Health
To maintain heart health in the general population, experts should leverage real-time data analytics and interdisciplinary collaborations. Continue Reading
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07 Dec 2020
Machine Learning Predicts Which Breast Cancer Patients Need Surgery
The machine learning tool could help breast cancer patients avoid unnecessary treatment and reduce healthcare costs. Continue Reading
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03 Dec 2020
Deep Learning Detects Allergic Reactions in Patient Safety Reports
Deep learning tools can identify allergic reactions from free-text descriptions in hospital patient safety reports. Continue Reading
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02 Dec 2020
Deep Learning Model Speeds Analysis of Pediatric Brain Scans
The deep learning tool was able to detect enlarged cerebral ventricles on pediatric brain scans significantly faster than traditional methods. Continue Reading
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01 Dec 2020
Machine Learning Scans Retinal Images to Predict Alzheimer’s Disease
The machine learning model analyzes retinal structure and blood vessels on images that have been correlated to Alzheimer’s disease development. Continue Reading
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30 Nov 2020
Big Data Analytics May Lead to More Precise Cancer Treatments
Healthcare leaders are working to discover accurate, targeted cancer treatments using big data analytics tools. Continue Reading
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30 Nov 2020
Demographic Data Analytics Informs Public Policies During Pandemic
A new method uses demographic data analytics to identify individuals most at risk in the pandemic, leading to more informed public policies around COVID-19. Continue Reading
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27 Nov 2020
Exchanging Social Determinants Data to Boost Population Health
Sharing social determinants of health data can help organizations improve population health and clinical outcomes. Continue Reading
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25 Nov 2020
Machine Learning Tool Accurately Detects COVID-19 on X-Rays
A machine learning platform outperformed human radiologists in detecting COVID-19 in x-ray images. Continue Reading
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24 Nov 2020
Artificial Intelligence May Offer Insight into Parkinson’s Disease
Researchers are using artificial intelligence tools to evaluate speech disorders related to Parkinson’s disease. Continue Reading
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24 Nov 2020
Predictive Analytics Determines Outcomes in ED Patients with COVID-19
Predictive analytics can accurately forecast whether ED patients with COVID-19 symptoms will experience severe disease or death. Continue Reading
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23 Nov 2020
Leveraging Artificial Intelligence to Reduce Clinician Burnout
Providence health system is using an artificial intelligence solution to alleviate clinician burnout and improve the care experience. Continue Reading
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23 Nov 2020
Predictive Analytics Model Can Improve Inpatient Sleep
A predictive analytics algorithm was able to identify which hospitalized patients do not need to be woken up overnight. Continue Reading
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20 Nov 2020
Top Challenges of Applying Artificial Intelligence to Medical Imaging
Medical imaging is one of the best use cases for artificial intelligence in healthcare, but lack of clinician input and data bottlenecks can make the technology less helpful than promised. Continue Reading
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18 Nov 2020
Machine Learning Predicts How Cancer Patients Will Respond to Therapy
A machine learning model was able to predict which skin cancer patients will benefit from immunotherapies. Continue Reading
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18 Nov 2020
How AI Chatbots Can Boost Patient Engagement, Care Experience
An artificial intelligence-powered chatbot is helping providers at UCHealth increase patient engagement and enhance the care experience. Continue Reading
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17 Nov 2020
Population Health Initiative to Improve Chronic Disease Management
Two Maryland academic medical centers will aim to boost population health and chronic disease management for patients with type 2 diabetes. Continue Reading
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16 Nov 2020
Providers Call for Improved Social Determinants of Health Data
Providers want improved social determinants of health data in order to improve patient care and patient health outcomes, highlighted a recent Insights by Xtelligent Healthcare Media report. Continue Reading
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13 Nov 2020
Predictive Analytics Detects Genes That Accelerate Cancer Progression
A predictive analytics algorithm identified novel tumor suppressor genes and oncogenes that affect cancer progression. Continue Reading
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12 Nov 2020
Real-Time Clinical Decision Support Tool Helps Reduce Mortality
A real-time clinical decision support system analyzes EHR data to identify patients at risk of deteriorating. Continue Reading
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12 Nov 2020
Predictive Analytics Offers Insight into COVID-19 Spread, Disparities
A predictive analytics tool leverages demographic data and cellphone location information to reveal trends in COVID-19 spread and disparities. Continue Reading
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11 Nov 2020
Machine Learning Models Forecast Likelihood of COVID-19 Mortality
The study is one of the first to use machine learning to predict COVID-19 mortality among a large and diverse patient population. Continue Reading
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10 Nov 2020
Simple Machine Learning Method Predicts Cirrhosis Mortality Risk
Simple machine learning techniques were able to predict cirrhosis mortality risk as accurately as more advanced analytics approaches. Continue Reading
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09 Nov 2020
Big Data Analytics, Social Determinants Reveal Heart Health Risks
In two separate studies, researchers used big data analytics tools and social determinants data to gain more insight into heart health risks. Continue Reading
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06 Nov 2020
Machine Learning Helps Reduce Food Insecurity During COVID-19
Researchers used machine learning to create bus routes and deliver meals to individuals in need, reducing food insecurity in communities. Continue Reading
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05 Nov 2020
New Pathway Could Advance Artificial Intelligence in Radiology
A data science pathway could help fourth-year residents prepare for the use of artificial intelligence in radiology. Continue Reading
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05 Nov 2020
Machine Learning Tool May Combat Outpatient Antibiotic Resistance
A machine learning algorithm can analyze EHR data to predict antibiotic resistance, potentially leading to improved antibiotic stewardship in outpatient settings. Continue Reading