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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18 Dec 2024
Supporting GLP-1 prescribing with digital twin technology
GLP-1s have exploded in popularity, but are not suitable for every patient. A digital twin could provide decision support for clinicians without access to expert second opinions. Continue Reading
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17 Dec 2024
AI in medical diagnostics and decision-making
AI technologies enable doctors to improve diagnostic accuracy, personalize treatment plans and streamline clinical workflows. However, they also pose challenges worth considering. Continue Reading
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31 Aug 2020
Predictive Analytics Model Identifies Illicit Online Pharmacies
Using predictive analytics, consumers could better detect illicit online pharmacies that may be selling substandard medications. Continue Reading
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31 Aug 2020
Artificial Intelligence Tool Diagnoses Alzheimer’s with 95% Accuracy
The algorithm can detect subtle differences in the way people with Alzheimer’s disease use language. Continue Reading
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26 Aug 2020
DoD Using Artificial Intelligence to Detect Cancer in Medical Images
The project aims to use the best of artificial intelligence technology to identify cancers and other medical issues. Continue Reading
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24 Aug 2020
Geographic Data Uncovers Trends in COVID-19 Mortality, Spread
Researchers are using geographic data at the state and county levels to uncover patterns in COVID-19 mortality and disease spread. Continue Reading
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21 Aug 2020
How Healthcare is Leveraging Real-World Data to Improve Outcomes
To improve outcomes during the COVID-19 pandemic and beyond, organizations are using real-world data for efficient and effective decision-making. Continue Reading
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20 Aug 2020
Predictive Analytics Models Detect Alzheimer’s-Protecting Protein
Using predictive analytics tools and big data modeling, researchers identified a protein that plays a critical role in protecting against Alzheimer’s disease. Continue Reading
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19 Aug 2020
Big Data Dashboards to Help US Colleges Track COVID-19 Spread
As students begin to return to campuses across the country, colleges are leveraging big data dashboards to monitor the spread of COVID-19 among students and staff. Continue Reading
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18 Aug 2020
Deep Learning Models Can Detect COVID-19 in Chest CT Scans
The deep learning tools could distinguish between COVID-19 and other pneumonias in chest CT scans, enhancing coronavirus diagnosis. Continue Reading
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18 Aug 2020
Calculator Uses Predictive Analytics to Forecast Stroke Risk
The online calculator leverages predictive analytics to accurately detect patients at high risk of stroke, diabetes, and coronary heart disease. Continue Reading
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17 Aug 2020
How Big Data Analytics Models Can Impact Healthcare Decision-Making
Big data analytics models can help policymakers make more informed healthcare decisions, contributing to better public and population health. Continue Reading
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17 Aug 2020
Machine Learning Tool Predicts Staffing Needs During COVID-19
The machine learning model tracks local hospitalization volumes and the rate of confirmed COVID-19 cases to predict staffing needs during the pandemic. Continue Reading
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13 Aug 2020
Harnessing Big Data to Enhance Population Health Management
Big data and analytics tools can help providers meet the clinical and social needs of the patients they serve, paving the way for improved population health management. Continue Reading
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13 Aug 2020
Combining Genomic, EHR Data Could Improve Epilepsy Treatment
Linking EHR data with genomic information could help physicians understand how genetic neurological disorders, including epilepsy, present over time. Continue Reading
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12 Aug 2020
Predictive Analytics Tool Calculates COVID-19 Hospitalization Risk
A predictive analytics model can help providers determine which patients recently diagnosed with COVID-19 are at greatest risk for hospitalization. Continue Reading
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12 Aug 2020
Machine Learning Predicts Life-Threatening Disease in Infants
A new machine learning tool could predict a life-threatening intestinal disease in premature infants, leading to improved decision-making. Continue Reading
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11 Aug 2020
How Medical Imaging is Boosting COVID-19 Detection, Prevention
Healthcare entities are increasingly leveraging medical imaging and imaging analytics to improve COVID-19 detection and prevention. Continue Reading
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11 Aug 2020
Researchers Use AI to Predict Severe COVID-19-Related Illness
The team will leverage artificial intelligence to develop tests that can predict a severe illness linked to COVID-19 in children. Continue Reading
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10 Aug 2020
AI, Precision Medicine Tool May Enable Early Autism Diagnosis
A precision medicine approach enhanced by artificial intelligence could lead to early autism diagnosis and intervention. Continue Reading
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10 Aug 2020
Artificial Intelligence Bests Clinicians in Flagging Prostate Cancer
An artificial intelligence tool was able to detect prostate cancer on tissue slides with more accuracy than human clinicians. Continue Reading
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06 Aug 2020
Deep Learning Algorithm Could Enhance Genomic Sequencing
A deep learning algorithm can boost genomic sequencing and better identify disease-causing mechanisms. Continue Reading
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05 Aug 2020
Artificial Intelligence May Accelerate Heart Failure Diagnosis
A routine ECG enhanced by artificial intelligence is better at identifying heart failure than a standard blood test. Continue Reading
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04 Aug 2020
Machine Learning Tool Knows when to Defer to Human Clinicians
A machine learning system can either make a prediction about a task, or defer the decision to a human expert. Continue Reading
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03 Aug 2020
Population Health Project Aims to Reduce Health Disparities
The American Life in Real-Time project aims to collect data across all sociodemographic groups, leading to improved population health and reduced health disparities. Continue Reading
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30 Jul 2020
HHS, VA, DOE Launch COVID-19 Big Data Analytics Collaborative
The COVID-19 Insights Partnership will leverage big data analytics tools to conduct research and find possible treatments for the virus. Continue Reading
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29 Jul 2020
New Machine Learning Approach Supports Patient Data Privacy
A machine learning method allows researchers to train an algorithm across multiple datasets without exchanging them, supporting patient data privacy. Continue Reading
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28 Jul 2020
Community-Based Genetic Screening Could Boost Population Health
Community-based genetic screening has the potential to detect individuals at high risk for common inherited conditions, leading to improved population health. Continue Reading
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28 Jul 2020
Artificial Intelligence Can Detect Pneumonia-Causing Bacteria
Using artificial intelligence, providers could help predict the type of bacteria responsible for pneumonia in the emergency room. Continue Reading
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27 Jul 2020
Patient Safety, Data Privacy Key for Use of AI-Powered Chatbots
To effectively deploy chatbots powered by artificial intelligence, healthcare leaders will need to ensure these tools support patient safety and data privacy. Continue Reading
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21 Jul 2020
3 Ways Predictive Analytics is Advancing the Healthcare Industry
The industry is ramping up its use of predictive analytics, leveraging these tools to get ahead of disease and improve patient care. Continue Reading
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21 Jul 2020
Predictive Analytics Model Examines Droplets to Map COVID-19 Spread
A predictive analytics model can help researchers better understand how respiratory droplets contribute to the spread of viruses like COVID-19. Continue Reading
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20 Jul 2020
Data Reveals Chronic Disease Burden Among Individuals with HIV
Middle-aged people with HIV face a significant chronic disease burden, with these individuals at higher risk of comorbidities. Continue Reading
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17 Jul 2020
Biomarker Can Detect, Predict Severity of Traumatic Brain Injury
A blood-based biomarker can detect the severity of traumatic brain injury and predict recovery in multiple groups. Continue Reading
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16 Jul 2020
Predictive Models to Shed Light on How Mucus Impacts Health
UVA researchers are leveraging predictive models to better understand bacterial infections that involve mucus, such as cystic fibrosis. Continue Reading
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15 Jul 2020
Good Data, Targeted Action Needed to Reduce COVID-19 Disparities
Significant racial disparities exist in confirmed COVID-19 cases and deaths, indicating the need for better quality data and more targeted action. Continue Reading
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13 Jul 2020
How Geographic Data Supports Population Health During COVID-19
Geographic data has helped leaders better understand where to allocate population health resources during the COVID-19 pandemic. Continue Reading
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10 Jul 2020
UCI Uses Campus Wi-Fi to Test COVID-19 Contact Tracing App
The university is exploring the use of its wireless network as part of a COVID-19 contract tracing application. Continue Reading
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09 Jul 2020
Healthcare Looks to AI-Powered Chatbots to Ease COVID-19 Anxiety
Chatbots powered by artificial intelligence have emerged as a potential way to support individuals during the COVID-19 pandemic. Continue Reading
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07 Jul 2020
Forecasting COVID-19 with Predictive Analytics, Big Data Tools
Using big data resources, CommonSpirit Health developed predictive analytics models to prepare for COVID-19 surges. Continue Reading
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06 Jul 2020
Mobile App Data Reveals Prevalence of Urban Food Deserts
Using data from mobile apps could help provide real-time representation of food deserts in underserved communities. Continue Reading
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03 Jul 2020
NIH Funds Centers to Improve Genomic Risk Assessment for Diseases
NIH will provide $75 million to support clinical sites focused on improving genomic risk assessments for common, complex diseases. Continue Reading
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02 Jul 2020
Cellular Network Data Detects Potential COVID-19 Hotspots
Researchers are using existing cellular network data to identify areas at greatest risk for spreading COVID-19. Continue Reading
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01 Jul 2020
Enhancing Cervical Cancer Screenings with Artificial Intelligence
Integrating artificial intelligence with medical imaging improved the accuracy and efficiency of cervical cancer screenings. Continue Reading
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01 Jul 2020
New Imaging Analytics Method May Boost Schizophrenia Treatment
Researchers have developed tools to improve imaging analytics, enabling the team to make connections between brain activity and schizophrenia. Continue Reading
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30 Jun 2020
Deep Learning Technique Could Improve Cancer Diagnostics
A new two-step technique to train deep learning algorithms could enhance researchers’ understanding of cancer diagnostics and biology. Continue Reading
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30 Jun 2020
Artificial Intelligence Detects Epileptic Seizures in Real Time
An artificial intelligence system was able to efficiently and accurately identify epileptic seizures in real time. Continue Reading
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29 Jun 2020
Predictive Analytics Tools Forecast COVID-19 Surges Globally
Using data collected from around the world, researchers have built predictive analytics models that can track COVID-19 surges in different countries. Continue Reading
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29 Jun 2020
Machine Learning Network Determines Severity of Lung Cancer
A machine learning tool analyzed CT scans to offer information about lung cancer severity and guide treatment options. Continue Reading
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26 Jun 2020
Machine Learning Tools Detect New Brain Cancer Cell Types
The machine learning techniques could help researchers better understand and treat brain cancer. Continue Reading
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25 Jun 2020
Machine Learning Powers COVID-19 Risk Assessment Dashboard
Researchers from Florida Atlantic University are using machine learning to build a COVID-19 risk assessment dashboard. Continue Reading
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24 Jun 2020
Machine Learning Method Identifies Adverse Drug Side Effects
A machine learning tool can predict adverse drug side effects, offering a safer way to develop medicines. Continue Reading
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24 Jun 2020
FDA Leverages Real-World Data to Enhance COVID-19 Response
The agency is participating in the COVID-19 Diagnostics Evidence Accelerator, which utilizes real-world data to accelerate solutions for the virus. Continue Reading
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23 Jun 2020
Predictive Analytics Models Determine Diabetes Life Expectancy
Clinicians can use patient data to build predictive analytics models and forecast the five- to ten-year life expectancy of older people with diabetes. Continue Reading
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23 Jun 2020
Big Data Analytics Dashboard Shows Greatest Risk Factors for COVID-19
The dashboard leveraged big data analytics tools to reveal that social deprivation is a leading factor in determining COVID-19 risk. Continue Reading
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22 Jun 2020
Johns Hopkins Leverages Microsoft AI for Precision Medicine
The five-year agreement will support Johns Hopkins’ precision medicine initiative with artificial intelligence and analytics tools. Continue Reading
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19 Jun 2020
Machine Learning Tracks EHR Data to Predict Disease Risk
A machine learning technique can track patients’ EHR data over time to predict their risk of developing different diseases. Continue Reading
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18 Jun 2020
Chronic Disease Management Projects Leverage AI, Data Analytics
Howard University College of Medicine is partnering with AARP to improve chronic disease management using artificial intelligence and data analytics. Continue Reading
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17 Jun 2020
“All of Us” Precision Medicine Program to Collect COVID-19 Data
NIH is expanding the scope of the All of Us precision medicine research program to better understand the impact of COVID-19. Continue Reading
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16 Jun 2020
Machine Learning Powers CDS Tool for Diabetes Management
Using machine learning, the clinical decision support tool could help improve type 1 diabetes management. Continue Reading
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16 Jun 2020
Predictive Analytics Model Forecasts COVID-19 Risk, Outcomes
The tool is the world’s first predictive analytics model to forecast the risk of testing positive for COVID-19. Continue Reading
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15 Jun 2020
How Artificial Intelligence, Big Data Can Determine COVID-19 Severity
NYU researchers have developed an app that uses artificial intelligence and big data to detect which patients are likely to have severe COVID-19 cases. Continue Reading
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11 Jun 2020
Addressing the Social Determinants of Health with AI, Partnerships
UVA Health System is leveraging artificial intelligence and community partnerships to address individuals’ social determinants of health. Continue Reading
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11 Jun 2020
Targeted Population Health Interventions Will Boost COVID-19 Outcomes
Health systems should target population health interventions to people with existing chronic diseases in order to improve COVID-19 outcomes. Continue Reading
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10 Jun 2020
Racial Disparities Seen in Heart Transplant Patients with COVID-19
Future research should focus on gender and racial disparities in COVID-19 patients who have received heart transplants. Continue Reading
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09 Jun 2020
Collecting Genomic Data to Accelerate COVID-19 Drug Discovery
Mount Sinai researchers have developed the COVID-19 Gene Set and Drug Library to leverage genomic data and facilitate collaborative drug discovery. Continue Reading
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09 Jun 2020
Mount Sinai Receives Microsoft Grant for COVID-19 Data Science Center
Mount Sinai will use an award from Microsoft AI for Health to support a new data science center dedicated to COVID-19 research. Continue Reading
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08 Jun 2020
WHO Leverages Amazon Data Analytics Tools for COVID-19 Response
The World Health Organization is tracking and containing COVID-19 with data analytics technologies from Amazon Web Services. Continue Reading
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05 Jun 2020
Dental Record Data Analytics to Improve Oral Health Outcomes
Researchers are applying data analytics tools to dental records to learn which therapies work and which don’t. Continue Reading
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03 Jun 2020
Artificial Intelligence Could Speed COVID-19 Detection, Treatment
Artificial intelligence could expand the role of chest imaging in diagnosing and treating COVID-19. Continue Reading
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02 Jun 2020
COVID-19 Data Shows How Social Distancing Impacts Virus Spread
An analysis of COVID-19 data revealed that places that took longer to implement social distancing measures saw the virus spread more rapidly. Continue Reading
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01 Jun 2020
Using Big Data to Prioritize Cancer Treatment During COVID-19
A new, web-based app draws on big data resources to create a personalized risk assessment for receiving cancer treatment during COVID-19. Continue Reading
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27 May 2020
Testing System Leverages Machine Learning to Predict Sepsis Outcomes
A new testing approach uses machine learning to accurately identify which sepsis patients will recover quickly, recover later, or die from the condition. Continue Reading
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27 May 2020
EHR Data Reveals Risk Factors for Poor Outcomes with COVID-19
An analysis of patients’ EHR data showed that low levels of blood oxygen and markers of inflammation were strongly associated with poor outcomes from COVID-19. Continue Reading
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26 May 2020
Machine Learning Helps Detect Heart Damage in COVID-19 Patients
Using a machine learning algorithm, researchers are aiming to identify COVID-19 patients at high risk of developing heart damage. Continue Reading
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26 May 2020
AI-Driven Supercomputer Helps with COVID-19 Response, Recovery
Penn State researchers are using an artificial intelligence-powered supercomputer to find COVID-19 treatments and explore ways to help the world recover. Continue Reading
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22 May 2020
Using Social Determinants to Promote Health Equity During a Crisis
The COVID-19 pandemic has exacerbated existing health equity challenges, leading organizations to leverage social determinants data to get ahead of poor outcomes. Continue Reading
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21 May 2020
Machine Learning Models Estimate Seasonal Impact of COVID-19
Researchers will apply machine learning algorithms to environmental data to determine whether COVID-19 surges and wanes in different seasons. Continue Reading
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20 May 2020
Data Access, Standards Key for Equitable Artificial Intelligence Use
To appropriately use artificial intelligence in resource-limited settings, the global health community must support rapid data access and develop ethical standards. Continue Reading
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20 May 2020
Big Data Analytics Tool Could Help Guide Cancer Precision Medicine
A new big data analytics model combines information from multiple cancer types to advance precision medicine and drug discovery. Continue Reading
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19 May 2020
Artificial Intelligence Tool Identifies COVID-19 in CT Scans
Mount Sinai researchers are the first in the US to use artificial intelligence to evaluate patients with COVID-19. Continue Reading
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19 May 2020
Natural Language Processing Tracks Public Interest in COVID-19 Topics
Using natural language processing, researchers can monitor popular online comment boards and better understand public concerns during the COVID-19 pandemic. Continue Reading
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18 May 2020
Population Health Study to Estimate Prevalence of COVID-19 in CA
The study will aim to improve population health by testing Orange County residents to determine if they have COVID-19 antibodies. Continue Reading
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13 May 2020
Deep Learning Tools Can Accurately Identify Common Eye Disease
Deep learning algorithms can quickly and accurately identify macular degeneration, which can lead to blindness. Continue Reading
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12 May 2020
Machine Learning Approach Could Accelerate COVID-19 Drug Discovery
By combining machine learning and quantum physics, researchers could speed the process of drug discovery for COVID-19. Continue Reading
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12 May 2020
Supporting Social Determinants of Health Strategies with AI
Using artificial intelligence and machine learning, organizations can better collect and leverage patients’ social determinants of health. Continue Reading
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12 May 2020
Toolkits Use Prescription Drug Claims Data to Combat Opioid Misuse
The toolkits provide steps for public and private sector organizations to use prescription drug claims data and identify patients at risk of opioid misuse or overdose. Continue Reading
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11 May 2020
Sharing SDOH Data for Improved Population Health Management
The Indiana Network for Population Health will facilitate the secure exchange of social determinants of health data to boost population health management. Continue Reading
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11 May 2020
UPenn, Intel Partner to Use Machine Learning to Detect Brain Tumors
Using a distributed machine learning approach, the organizations will aim to identify brain tumors while protecting patient privacy. Continue Reading
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07 May 2020
How Will Big Data Analytics Factor into the Next Phase of COVID-19?
As the US thinks about moving toward the next phase of its COVID-19 response, leaders will need to leverage big data analytics to stay ahead of the virus. Continue Reading
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06 May 2020
Data Visualization Tool Allows Users to Track COVID-19 Spread
Using GPS data, the data visualization tool can provide users with the latest information on COVID-19 case locations locally. Continue Reading
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05 May 2020
Artificial Intelligence Accelerates Search for COVID-19 Treatments
Researchers are using an artificial intelligence-powered tool to prioritize the most promising studies on COVID-19. Continue Reading
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04 May 2020
Risk Scores Predict Patients Likely to Develop Multiple Infections
Risk scores could help providers detect trauma patients who are highly susceptible to developing multiple infections while in the hospital. Continue Reading
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29 Apr 2020
Predictive Analytics Models Help Plan for COVID-19 Demands
Cleveland Clinic has developed predictive analytics models to forecast future demands on the health system during the COVID-19 pandemic. Continue Reading
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28 Apr 2020
Artificial Intelligence Can Track Aneurysm, Boost Patient Care
A new artificial intelligence powered app will allow providers to detect and classify aneurysms quicker and more accurately, reducing potentially fatal outcomes and improving patient care. Continue Reading
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27 Apr 2020
Artificial Intelligence Can Help Radiologists Diagnose Lung Disease
Artificial intelligence tools could help radiologists classify the severity of lung disease and track treatment progress. Continue Reading
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24 Apr 2020
Could COVID-19 Help Refine AI, Data Analytics in Healthcare?
In the rush to contain COVID-19, leaders are rapidly developing artificial intelligence and data analytics in healthcare, paving the way for the future of the technologies. Continue Reading
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23 Apr 2020
Predictive Analytics Identifies Patients at Risk of Pancreatic Cancer
A predictive analytics model combined genetic and clinical risk factors with biomarkers to detect patients at high risk of pancreatic cancer. Continue Reading
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22 Apr 2020
Machine Learning Tools Predict Impact of Quarantine on COVID-19
Researchers are leveraging machine learning models to understand how quarantine measures will impact the spread of COVID-19. Continue Reading
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22 Apr 2020
Deep Learning Could Help Cancer Patients Avoid Tumor Biopsies
Using a deep learning tool, researchers were able to identify genetic mutations in tumors simply by examining 3D images of the brain. Continue Reading
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21 Apr 2020
Real-time Data Improves Care Coordination, Value-Based Care
Allegheny Health Network, a provider branch of Highmark Health, is leveraging real-time analytic tools to improve care coordination and patient health outcomes for value-based care. Continue Reading
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20 Apr 2020
State-Level Risk Assessments Critical for Reducing COVID-19 Measures
State-level risk assessments will help leaders make informed decisions about reopening businesses, schools, and other settings during COVID-19. Continue Reading