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 Mar 2025
HIMSS25: Navigating the cost-benefit dilemma of health AI
At HIMSS 2025, healthcare leaders discussed how they approach cost-benefit analyses of AI tools, focusing on the need for defining benefits and improving physician well-being. Continue Reading
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05 Mar 2025
KLAS: ClosedLoop leads health AI vendors in client satisfaction
In a KLAS report, ClosedLoop clients reported the highest levels of satisfaction across four measured health AI vendors, noting strong partnership. 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
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04 Nov 2020
Clinical Decision Support Tool Predicts Resource Utilization
A clinical decision support system leverages predictive analytics to evaluate resource utilization for elective surgeries. Continue Reading
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04 Nov 2020
Predictive Analytics Model Forecasts Future Flu Outbreaks
A predictive analytics tool leverages location data to accurately forecast flu outbreaks up to 15 weeks in advance. Continue Reading
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03 Nov 2020
Natural Language Processing Accurately Detects HPV-Related Cancers
A natural language processing algorithm was able to extract information from pathology reports to accurately identify patients with HPV-related cancers. Continue Reading
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03 Nov 2020
Artificial Intelligence Identifies Asymptomatic COVID-19 Infections
An artificial intelligence tool was able to detect differences between the coughs of healthy individuals and asymptomatic people with COVID-19 infections. Continue Reading
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02 Nov 2020
Over 80% of Health Execs Have Artificial Intelligence Plans in Place
Healthcare executives are increasingly adopting artificial intelligence tools, with many planning to use the technology to automate business processes and accelerate research. Continue Reading
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30 Oct 2020
Machine Learning Predicts Atrial Fibrillation Hospital Readmissions
Machine learning techniques can accurately predict 90-day hospital readmissions for patients with atrial fibrillation. Continue Reading
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29 Oct 2020
Deep Learning Tool May Accelerate COVID-19 Drug Discovery
A deep learning model can target a specific SARS-CoV-2 protein and help enhance COVID-19 drug discovery. Continue Reading
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28 Oct 2020
How Social Determinants Data Can Enhance Machine Learning Tools
Regenstrief researchers incorporated social determinants of health data into a machine learning algorithm to improve its performance. Continue Reading
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28 Oct 2020
Predictive Analytics Tool Helps Fill Gaps in COVID-19 Data
Predictive analytics models can help public health officials complete missing demographic information, leading to more comprehensive COVID-19 data. Continue Reading
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27 Oct 2020
Quality Data, Genetic Testing Can Reduce Cancer Care Disparities
In order to reduce the cancer care disparities that persist in healthcare, healthcare organizations need quality data and increased access to genetic testing. Continue Reading
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27 Oct 2020
Machine Learning Forecasts Prognosis of COVID-19 Patients
A machine learning model can rapidly determine whether COVID-19 patients will develop complications or need to be hospitalized. Continue Reading
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26 Oct 2020
Deep Learning Model Could Enhance Cancer Precision Medicine
Using a deep learning model, researchers could discover the best possible drug treatments for malignant tumors and accelerate cancer precision medicine. Continue Reading
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22 Oct 2020
Web-Based Predictive Analytics Identifies COVID-19 Hot Spots
Using predictive analytics techniques, researchers found strong correlations between keyword searches on Google and COVID-19 hot spots. Continue Reading
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20 Oct 2020
Leveraging Data Analytics Tools to Address Health Disparities
Parkland Center for Clinical Innovation is using data analytics technologies to identify at-risk individuals and alleviate health disparities during the COVID-19 pandemic. Continue Reading
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20 Oct 2020
Predicting COVID-19 Outcomes with Artificial Intelligence, EHR Data
A simple artificial intelligence model analyzes EHR data to accurately predict which patients will have good outcomes from COVID-19. Continue Reading
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19 Oct 2020
Artificial Intelligence Method Builds in Error for Better Models
The approach builds uncertainty, expert knowledge, and missing data into calculations, leading to more accurate artificial intelligence models. Continue Reading
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19 Oct 2020
Deep Learning Identifies Best Treatments for Lung Cancer Patients
A deep learning technique could help providers choose the best possible treatment options for patients with lung cancer. Continue Reading
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16 Oct 2020
Using AI, Data Analytics to Enhance Person-Centered Care for Seniors
Artificial intelligence and data analytics tools could help one of the nation’s fastest-growing population groups actively participate in their own care. Continue Reading
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15 Oct 2020
Study Uses Artificial Intelligence for Alzheimer’s Drug Development
Researchers will use artificial intelligence to discover new biomarkers and drug targets for Alzheimer’s disease. Continue Reading
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14 Oct 2020
Predictive Analytics Models Forecast Prevalence of Flu Strains
The predictive analytics models examine virus’ genetic codes to understand how the flu will evolve, potentially leading to more protective vaccines. Continue Reading
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14 Oct 2020
Artificial Intelligence May Improve Heart Transplant Outcomes
NIH will fund a project exploring the ability of artificial intelligence to determine the likelihood of patients accepting or rejecting heart transplants. Continue Reading
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13 Oct 2020
Using Machine Learning to Calculate Unreported COVID-19 Cases
Researchers at the Chan Zuckerberg Biohub are leveraging machine learning to estimate the number of undetected COVID-19 cases. Continue Reading
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08 Oct 2020
UCSF, Microsoft Develop Privacy-Protecting Data Analytics Tool
The data analytics platform will protect the privacy of clinical information to accelerate artificial intelligence in healthcare. Continue Reading
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08 Oct 2020
Machine Learning Helps Classify Breast Cancer Cell Types
A biochip leverages machine learning to accurately classify cancer cell types, leading to better therapy response. Continue Reading
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07 Oct 2020
How Predictive Analytics, Patient IDs Can Improve the Care Experience
Texas Health Resources is using predictive analytics and patient IDs to improve the care experience and better meet patients’ needs. Continue Reading
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06 Oct 2020
How Big Data, Analytics Drives Population Health, Closes Care Gaps
To close care gaps and better manage population health, Southwestern Health Resources is leveraging robust data and analytics across its provider network. Continue Reading
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05 Oct 2020
Machine Learning Can Predict Heart Failure from a Single X-Ray
A machine learning tool can detect warning signs of heart failure by analyzing subtle features in patient x-rays. Continue Reading
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01 Oct 2020
Machine Learning Can Streamline PTSD Diagnosis in Veterans
Machine learning could help providers diagnose PTSD more efficiently, both in veterans and the general population. Continue Reading
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30 Sep 2020
Deep Learning Model Predicts COVID-19 Surges 7 Days into the Future
A deep learning model uses existing big data to forecast increases in COVID-19 cases at the county level. Continue Reading
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29 Sep 2020
Expanding Access to Mental Healthcare with Artificial Intelligence
Researchers at University of Illinois Chicago are testing a virtual agent powered by artificial intelligence to broaden access to mental healthcare. Continue Reading
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29 Sep 2020
Artificial Intelligence Platform Enables Data Analytics for Research
The new data analytics tool uses artificial intelligence to facilitate large-scale, data-driven biomedical research. Continue Reading
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28 Sep 2020
Predictive Analytics Detects Breast Cancer Spread with 90% Accuracy
A new diagnostic approach uses predictive analytics to accurately identify which forms of breast cancer are likely to spread and recur after surgery. Continue Reading
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28 Sep 2020
Collaboration Will Offer Data to Train Machine Learning Tools
The multi-university collaboration will use a $1 million grant to train machine learning models with data from around the world. Continue Reading
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28 Sep 2020
How COVID-19 Transformed Remote Intensive Care at Houston Methodist
Houston Methodist moved swiftly to implement a clinical surveillance and analytics platform specifically for ICUs. Continue Reading
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25 Sep 2020
3 Ways Healthcare is Using Predictive Analytics to Combat COVID-19
Predictive analytics tools are helping healthcare organizations stay ahead of poor outcomes, resource shortages, and other impacts of COVID-19. Continue Reading
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24 Sep 2020
Cell Phone Data Shows Social Distancing Trends During COVID-19
An analysis of cell phone data revealed that social distancing practices increased significantly in the early months of the COVID-19 pandemic. Continue Reading
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24 Sep 2020
DoD, Philips Use Artificial Intelligence to Monitor COVID-19
The partnership will use artificial intelligence to identify high-risk individuals and contain COVID-19. Continue Reading
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23 Sep 2020
Predictive Analytics Model Can Determine COVID-19 Outcomes
A predictive analytics tool uses demographic and clinical data to help hospitals determine COVID-19 outcomes and progression among patients. Continue Reading