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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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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28 Apr 2021
Routine Genetic Testing May Impact Patient Outcomes, Survival
Routine genetic testing in children with cardiomyopathy could improve patient outcomes and treatment approaches. Continue Reading
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28 Apr 2021
Mobile App Uses Machine Learning to Screen Toddlers for Autism
Using machine learning to analyze toddlers’ eye movements while watching videos, a mobile app successfully distinguished children diagnosed with autism spectrum disorder. Continue Reading
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27 Apr 2021
Predictive Analytics Tool Accurately Detects Patient Deterioration
The predictive analytics algorithm significantly outperformed existing products when identifying patients in need of life-saving interventions. Continue Reading
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27 Apr 2021
Using Data Analytics to Enhance Patient Engagement, Outreach
Community Health Network leveraged data analytics solutions to reduce appointment no-shows, conduct post-discharge outreach, and improve patient engagement. Continue Reading
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26 Apr 2021
Supporting Providers with Innovative Data Extraction, Augmented Intelligence
Unstructured data is a major barrier to quality care, but data extraction and augmented intelligence can give providers the information they need to make the right decisions. Continue Reading
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23 Apr 2021
What Role Could Artificial Intelligence Play in Mental Healthcare?
Applying artificial intelligence to mental healthcare could expand access and reduce costs, but the field has several challenges to overcome before it can realize these benefits. Continue Reading
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22 Apr 2021
Predictive Analytics Accurately Screens for Pulmonary Hypertension
A predictive analytics algorithm improved researchers’ ability to detect pulmonary arterial hypertension in patients with systemic sclerosis. Continue Reading
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21 Apr 2021
Machine Learning Tracks Evolution of COVID-19 Misinformation
A new machine learning tool could help public health officials prevent the spread of COVID-19 misinformation. Continue Reading
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21 Apr 2021
Genomics Program to Use Predictive Analytics for Preventive Care
NorthShore University HealthSystem is implementing a genomics program that uses predictive analytics to help detect, prevent, and treat diseases at an early stage. Continue Reading
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20 Apr 2021
Genomic Data Offers Insight into Colon Cancer, Alzheimer’s Disease
In two separate studies, Mayo Clinic researchers leveraged genomic data to better understand the pathology of colon cancer and Alzheimer’s disease. Continue Reading
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19 Apr 2021
Supporting Equitable Vaccine Distribution with EHR Data
Leaders at Jefferson Health are leveraging EHR data to develop strategies around equitable vaccine distribution. Continue Reading
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15 Apr 2021
Tech Companies Aim to Expand Use of Data Analytics in Healthcare
In a series of partnerships and acquisitions, tech companies and provider organizations are moving to enhance data analytics in healthcare. Continue Reading
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14 Apr 2021
Microsoft, Nuance News May Signify Next Era of AI in Healthcare
The nearly $20 billion acquisition represents a rise in voice recognition technology and artificial intelligence in healthcare, potentially leading to reduced clinician burnout. Continue Reading
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13 Apr 2021
How a Unified Big Data Infrastructure Can Boost Population Health
Lee Health is working to unify information from clinical systems, claims, labs, and more to build a big data infrastructure and enhance population health management. Continue Reading
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13 Apr 2021
Open-Source Framework Simplifies Machine Learning Processes
The system brings hospital data through a set of machine learning models to help inform clinical decision-making. Continue Reading
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12 Apr 2021
Genetic Data Identifies Drug Targets to Treat Early COVID-19
Using genetic data, researchers found that drugs targeting two proteins could keep COVID-19 patients from being hospitalized. Continue Reading
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07 Apr 2021
Big Data Framework Offers Mapping Method for Future Pandemics
A new big data framework leverages epidemiological and socioeconomic risk factors to identify populations vulnerable to COVID-19 and other infectious diseases. Continue Reading
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07 Apr 2021
At Intermountain, Predictive Analytics Boost COVID-19 Outcomes
To forecast patient risk and curb poor COVID-19 outcomes, Intermountain Healthcare is turning to the power of predictive analytics tools. Continue Reading
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06 Apr 2021
Predictive Analytics Tool Forecasts Future COVID-19 Surges
The predictive analytics tool can help accelerate response times for businesses, government officials, and healthcare organizations. Continue Reading
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05 Apr 2021
Artificial Intelligence Enhances Preventive Care, Telehealth
Researchers are leveraging artificial intelligence to improve preventive care measures and telehealth practices. Continue Reading
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05 Apr 2021
How Automated Document Processing Improves Clinical Care, Operating Costs
Moving from paper-based to automated document processing improves the quality of clinical care and reduces overhead costs Continue Reading
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01 Apr 2021
Deep Learning, Genomic Data May Help Predict Alzheimer’s Disease
Deep learning methods analyzed genomic data from whole blood samples and found differences in patients with Alzheimer’s disease. Continue Reading
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31 Mar 2021
Machine Learning Technique Reveals Cancer Genetic Insights
Using machine learning methods, researchers discovered the underlying genetic contributors of cancer. Continue Reading
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29 Mar 2021
Machine Learning Catches Multiple Sclerosis-Related Gait Issues
The machine learning tool uses gait data to help clinicians monitor the progression of walking problems related to multiple sclerosis. Continue Reading
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25 Mar 2021
Artificial Intelligence Detects Medication Administration Errors
A new system uses artificial intelligence to detect errors in patients’ medication self-administration methods. Continue Reading
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25 Mar 2021
NIH Funds National Project to Promote COVID-19 Data Sharing
UC hospitals will use a grant from NIH to facilitate COVID-19 data sharing and research nationwide. Continue Reading
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23 Mar 2021
FDA Approves Machine Learning Tool for COVID-19 Screening
The screening device leverages machine learning to identify certain biomarkers that may be indicative of COVID-19. Continue Reading
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22 Mar 2021
Artificial Intelligence Tool Seeks to Enhance Parkinson’s Diagnosis
A new artificial intelligence tool aims to differentiate the precise diagnosis for early Parkinson’s from two related Parkinson’s-like syndromes. Continue Reading
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22 Mar 2021
How Machine Learning Enables Clinical Forecasting, Visualization
At Carnegie Mellon University, researchers have developed a reproducible machine learning tool to facilitate clinical predictions and data visualization. Continue Reading
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18 Mar 2021
Suicide Risk Prediction Models Prove Cost-Effective in Healthcare
Suicide risk prediction models are sufficiently accurate at identifying at-risk individuals to allow cost-effective implementation in healthcare. Continue Reading
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17 Mar 2021
Artificial Intelligence Mines EHR Data to Improve Diagnoses
A new form of artificial intelligence can help providers make optimal diagnostic and testing decisions by mining EHR data. Continue Reading
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17 Mar 2021
Machine Learning Technique Could Accelerate Drug Discovery
A new machine learning tool calculates the binding affinities between drug candidates and their targets. Continue Reading
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16 Mar 2021
Artificial Intelligence Boosts Alzheimer’s Disease Classification
An artificial intelligence framework could help providers classify Alzheimer’s disease with enhanced accuracy, potentially leading to earlier treatment. Continue Reading
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15 Mar 2021
Machine Learning Uses EHR Data to Predict Suicide Attempt Risk
After analyzing EHR data, a machine learning algorithm can accurately predict suicide attempt risk in patients. Continue Reading
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12 Mar 2021
Initiative to Boost Minority Representation in Genetics Research
With a $750,000 grant, Henry Ford Cancer Institute will aim to increase minority representation in cancer genetics research. Continue Reading
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11 Mar 2021
Machine Learning Limited When Applied to Clinical Data Registries
To fully leverage machine learning tools, the healthcare industry will need to improve the quality of clinical data registries. Continue Reading
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10 Mar 2021
How a Digital Platform Provides Genomic Data at the Point of Care
NorthShore University HealthSystem has built a digital platform that delivers genomic data to providers at the point of care. Continue Reading
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09 Mar 2021
Machine Learning System Uses Smart Speakers to Monitor Heartbeat
A machine learning system can help smart speakers locate signals from both regular and irregular heartbeats. 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