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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Podcast
17 Apr 2025
Taking a ‘leadership first, tech last’ approach to health AI
As healthcare stakeholders increasingly adopt health AI tools, leaders must align investments with their organization’s top challenges to encourage meaningful adoption. Continue Reading
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Feature
16 Apr 2025
7 challenges of AI integration in healthcare and their remedies
The healthcare sector faces many hurdles when adopting AI. Obstacles include setting an AI strategy, dealing with fragmented data, and addressing ethics, security and compliance. Continue Reading
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News
06 Sep 2022
Collaborative Approach to Developing Radiography ML Helps Quantify Joint Damage
A crowdsourcing approach to developing machine-learning models to quantify joint damage via radiographs was proved successful in a new study. Continue Reading
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News
06 Sep 2022
MT Health System Implements Artificial Intelligence Tool for Diabetes Care
Billings Clinic has deployed DreaMed’s artificial intelligence-based clinical decision support tool to provide diabetes care remotely across Montana. Continue Reading
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News
02 Sep 2022
UC Irvine Incorporates Natural Language Processing Into Data Science Platform
The University of California, Irvine has launched a partnership with Melax Tech to integrate natural language processing into medical research. Continue Reading
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News
01 Sep 2022
Real-World Data Collaboration to Advance Chronic, Acute Disease Research
Washington University School of Medicine in St. Louis and BJC HealthCare are partnering with CuriMeta to leverage real-world data to accelerate chronic and acute disease research. Continue Reading
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News
01 Sep 2022
New Mayo Clinic Artificial Intelligence Model Provides Labor Risk Predictions
Mayo Clinic researchers have developed an AI-based risk prediction model that successfully informed pregnant women of labor risks and improved clinical decision-making. Continue Reading
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News
31 Aug 2022
MA Researchers Create AI Algorithm to Enhance Lung Cancer Radiation Therapy
Research from Brigham and Women’s Hospital shows that providers can save time and bandwidth on lung cancer radiation therapy with the help of a deep-learning algorithm. Continue Reading
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News
31 Aug 2022
Framework to Mitigate Bias in Radiology Machine-Learning Models
A new report outlines best practices for mitigating bias in artificial intelligence and machine-learning tools often used in radiology. Continue Reading
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News
30 Aug 2022
Experts Call for More Randomized Controlled Trials of Clinical AI
Experts have found a lack of randomized controlled trials evaluating AI-assisted tools integrated into clinical practice, which may impact how researchers quantify the clinical benefit of these tools. Continue Reading
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News
26 Aug 2022
Machine-Learning Tools Predict Post-Op Complications, Surgery Duration
Researchers from Washington University in St. Louis have developed machine-learning tools that can predict post-operative complications and surgery duration using perioperative data. Continue Reading
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News
26 Aug 2022
Biomedical Informatics, Data Science Program Wins $4M NIH Grant
Rice University’s biomedical informatics and data science program has been awarded $4 million in federal funding for the next five years. Continue Reading
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News
25 Aug 2022
Florida Researchers to Use AI to Track Coronavirus Variants
The University of Florida is providing $3.7 million in funding to support efforts to track coronavirus variants with artificial intelligence. Continue Reading
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News
25 Aug 2022
Illinois Health System Implements AI-Based Sepsis Surveillance Tool
Blessing Health System has implemented an artificial intelligence tool for sepsis surveillance that can detect the condition six hours earlier than other methods. Continue Reading
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News
24 Aug 2022
Deep-Learning Model Predicts Physician Burnout Using EHR Logs
Researchers from Washington University in St. Louis have developed a deep-learning model that can predict physician burnout using clinical actions and timestamps from EHR logs. Continue Reading
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News
24 Aug 2022
Artificial Intelligence Model Detects Parkinson’s From Breathing Patterns
MIT researchers have developed an artificial intelligence model that can detect Parkinson’s disease and assess its severity by evaluating patients’ nocturnal breathing patterns. Continue Reading
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News
22 Aug 2022
How High-Performing Teams Advance Healthcare Analytics Capabilities
To keep pace with digital transformation, providers are looking externally for resources to power their healthcare data analytics projects and guarantee success. Continue Reading
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News
19 Aug 2022
HHS Announces First Group from Health Tech Startup Accelerator
HHS has shared how the 15 health tech startups in the first cohort of the PandemicX Accelerator are tackling federal health challenges. Continue Reading
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News
18 Aug 2022
Crisis Management System to Support the 988 Suicide Lifeline
A new, data-driven crisis management system to support the three-digit suicide prevention hotline and improve care delivery has been launched. Continue Reading
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News
17 Aug 2022
Deep Learning May Improve Identification of Brain Tumors
Researchers have found that a deep learning tool may improve brain tumor classification and diagnosis by neuroradiologists. Continue Reading
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News
17 Aug 2022
Artificial Intelligence Uses Patient Data to Anticipate Cancer Outcomes
A new study shows how artificial intelligence uses patient data to predict outcomes associated with 14 types of cancer. Continue Reading
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News
16 Aug 2022
Wisconsin Health System Implements AI-Based Automation to Improve Operations
Wisconsin-based ThedaCare has deployed artificial intelligence-based care operations automation software to enhance patient experience and outcomes. Continue Reading
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News
11 Aug 2022
Mayo Clinic Accelerator Announces Second Cohort of Healthcare AI Startups
Mayo Clinic Platform_Accelerate has announced its second cohort of artificial intelligence startups, which will participate in the program to develop and validate their healthcare products. Continue Reading
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News
10 Aug 2022
KY Health System Strikes Analytics Collab to Enhance Specialty Pharmacy Services
University of Louisville Health has partnered with Loopback Analytics to use data integration and analytics to improve the health system’s specialty pharmacy. Continue Reading
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News
09 Aug 2022
Wearable AI Sensor Supports Personalized Health Data Processing, Analysis
Researchers at the University of Chicago have created a wearable computing chip, which can analyze a person’s health data in real time using artificial intelligence. Continue Reading
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News
05 Aug 2022
Automated Care Coordination Tool Improves Timeliness of Liver Cancer Care
An automated system that can identify and track abnormal images improved the timeliness of liver cancer detection and treatment, new research shows. Continue Reading
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News
04 Aug 2022
Florida Hospital Implements AI Tool to Improve Patient Throughput
Tampa General Hospital has partnered with Enroute to implement an artificial intelligence tool that streamlines the process of transporting patients within the hospital. Continue Reading
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News
03 Aug 2022
Sanford Health, Sharp HealthCare Join Clinical AI Development Collaboration
Sanford Health and Sharp HealthCare have partnered with Dandelion Health to launch a new product development platform for clinical artificial intelligence. Continue Reading
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News
03 Aug 2022
MD Health System Launches AI-Driven Collab to Tackle Clinician Burnout
Maryland-based TidalHealth has entered into an artificial intelligence-driven partnership to reduce provider burnout and enhance patient safety. Continue Reading
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News
02 Aug 2022
TN Health System Strikes Analytics Partnership to Advance Patient Care
Tennessee-based LifePoint Health has struck a data and analytics partnership with Health Catalyst to advance patient care, safety, and satisfaction. Continue Reading
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News
01 Aug 2022
Researchers Partner With NIH, Google to Develop AI Learning Modules
Data science researchers at the University of Arkansas will build cloud-based learning modules for biomedical research with supplemental funding from the NIH. Continue Reading
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Answer
29 Jul 2022
How Limitations in AI, Wearables Impact Depression Research
Utilizing artificial intelligence and wearables in the mental health space, particularly for depression and anxiety, is an exciting prospect for many, but multiple hurdles still stand in the way. Continue Reading
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News
27 Jul 2022
ML Models Can Help Optimize COVID-19 Hospital Admission Decisions
Researchers developed and implemented an EHR-embedded clinical decision support system that leverages machine learning to estimate short-term risk for clinical deterioration in COVID-19 patients. Continue Reading
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News
27 Jul 2022
AI Protein Design Software Trained to Generate Medicines, Vaccines
An artificial intelligence software developed to design proteins may also be used to create medicines, vaccines, and cancer treatments. Continue Reading
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News
26 Jul 2022
Mayo Clinic, Mercy Launch Data Science Collab to Transform Patient Care
Mayo Clinic and Mercy have announced a 10-year collaboration using data science to find diseases earlier and start patients on the path to better health quicker. Continue Reading
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News
26 Jul 2022
ML Model Estimates Weekly Opioid Overdose Deaths Using Proxy Data
New analysis shows that a machine learning model can estimate national opioid overdose mortality trends in near real-time using proxy data sources. Continue Reading
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News
25 Jul 2022
Patient Deterioration Predictor Outperforms Vital Sign Measurements
Researchers at the University of Michigan have developed an artificial intelligence model that can accurately detect and predict patient deterioration. Continue Reading
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News
25 Jul 2022
UPMC, Microsoft Partner to Expand Clinical Analytics Infrastructure
UPMC is partnering with Microsoft to expand and enhance the health system’s clinical analytics infrastructure in an effort to improve patient care. Continue Reading
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News
22 Jul 2022
Machine-Learning Models May Accurately Predict Postpartum Hemorrhage Risk
Researchers have developed and validated machine-learning models that can accurately identify patients at risk of postpartum hemorrhage using variables found in EMRs. Continue Reading
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News
21 Jul 2022
Artificial Intelligence Improves Endoscopy Detection Rates, Reporting
An artificial intelligence tool used to review small bowel capsule endoscopy results was found to increase detection rates of small bowel findings and reduce endoscopy video reading times. Continue Reading
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News
21 Jul 2022
AI Tool Can Identify Sepsis Within 12 Hours of Hospital Admission
An artificial intelligence-based tool developed by University of Florida and University of Washington researchers can identify a patient’s likelihood of developing sepsis within 12 hours of admission. Continue Reading
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News
20 Jul 2022
AI Collaboration Launches to Support Cystic Fibrosis, Respiratory Research
Cincinnati Children’s Hospital Medical Center is collaborating with Epistemic AI to utilize artificial intelligence to accelerate clinical research in cystic fibrosis and respiratory disease. Continue Reading
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News
20 Jul 2022
Mayo Clinic, Lisa Health Leverage AI to Create Personalized Menopause App
Mayo Clinic and Lisa Health have partnered to launch an app that leverages AI, sensor technology, and digital therapeutics to support menopause management and healthy aging. Continue Reading
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News
19 Jul 2022
Mayo Clinic ML Can Predict Pancreatic Cancer Earlier Than Usual Methods
Mayo Clinic researchers have developed machine-learning models that can detect pancreatic cancer on pre-diagnostic CT scans substantially sooner than traditional methods for clinical diagnosis. Continue Reading
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News
19 Jul 2022
Deep Learning Effective at Predicting Cerebral Palsy in Infants
Researchers have developed and validated a deep-learning model capable of accurately predicting cerebral palsy using spontaneous movements in high-risk infants. Continue Reading
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News
18 Jul 2022
ML Analysis of Handgun Purchases Can Forecast Suicide Risk
New research shows that administrative data on handgun transactions, analyzed using machine-learning techniques, may predict firearm suicide risk and provide insights to inform prevention strategies. Continue Reading
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News
18 Jul 2022
$15M Collaboration Aims to Advance Cardiovascular Care with Analytics, AI
NewYork-Presbyterian will contribute $15 million in funding to support a new initiative aimed at predicting and preventing heart failure and improving cardiovascular health interventions overall. Continue Reading
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Answer
15 Jul 2022
Using Data Analytics to Improve Primary Care, Referral Management
Primary care facilities, often the first point of contact for many patients, may be hampered by outdated and inefficient processes, but data analytics can provide a potential solution. Continue Reading
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News
14 Jul 2022
Google, Northwell Health Partner to Boost Patient Care, Clinician Experience
Google Cloud and Northwell Health have teamed up to utilize the cloud and artificial intelligence to enhance health system processes, like scheduling and payer interactions. Continue Reading
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News
13 Jul 2022
Cedars-Sinai Develops Predictive Models for Post-Surgery Pain Management
Researchers at Cedars-Sinai Medical Center have developed artificial intelligence tools to help surgeons predict patient outcomes and address medication issues before they arise. Continue Reading
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News
13 Jul 2022
Defense Health Agency to Utilize AI, Data Analytics to Enhance PTSD Treatment
The agency has partnered with AiCure to deploy artificial intelligence solutions as part of its PTSD Drug Treatment Program, which aims to optimize treatment and increase patient support. Continue Reading
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News
11 Jul 2022
Ohio Health System to Use Artificial Intelligence to Improve Stroke Care
Ohio-based Mercy Health – Springfield Regional Medical Center has partnered with Viz.ai to implement artificial intelligence technology to support faster detection and notification of strokes. Continue Reading
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Answer
08 Jul 2022
How Intelligent Automation Can Help Close Care Gaps, Boost Patient Outreach
Closing care gaps presents a major challenge for many healthcare providers, but intelligent automation can help by reducing clinician workload and fostering patient engagement. Continue Reading
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News
07 Jul 2022
Artificial Intelligence App Outperforms Patient-Reported Stool Assessments
An artificial intelligence-based smartphone application can assess visual stool characteristics with higher accuracy than patients and performs on par with gastroenterologists. Continue Reading
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News
06 Jul 2022
Machine-Learning Models Can Predict Sepsis-Related Mortality
Researchers have developed machine-learning models that can accurately predict 30-day mortality in patients with sepsis-associated encephalopathy. Continue Reading
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News
05 Jul 2022
Mayo Clinic ML Models Can Help Diagnose Hepatitis, Bacterial Infections
Mayo Clinic researchers have developed machine-learning algorithms that can help clinicians distinguish between alcohol-associated hepatitis and life-threatening bacterial infections. Continue Reading
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News
05 Jul 2022
AI for Medical Imaging Boosts Cancer Screenings with Provider Aid
New research shows that a decision-referral approach in which radiologists and artificial intelligence work together for breast cancer screening is better than either’s performance alone. Continue Reading
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News
01 Jul 2022
Researchers Develop Risk Model to Predict Brain Injury, Stroke in Neonates
Researchers have developed a risk prediction model for the early detection of brain injury and stroke in term neonates, which could improve prevention and treatment efforts. Continue Reading
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News
30 Jun 2022
AI Framework Differentiates Alzheimer’s, Other Dementias
Researchers have developed an artificial intelligence framework that can successfully identify and differentiate between normal cognition, mild cognitive impairment, Alzheimer’s disease, and non-Alzheimer’s dementias. Continue Reading
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News
28 Jun 2022
AI-Generated 'Maps' May Help Improve Mental Well-being
Researchers have developed an artificial intelligence model that generates 'personalized maps' to guide individuals toward improved mental well-being. Continue Reading
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News
24 Jun 2022
Functionality, Sales Experience Drive Providers’ Data Archiving Purchases
A new report found that missing data and lack of EMR integration were among the top reasons for providers replacing a healthcare data archiving vendor or solution. Continue Reading
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News
23 Jun 2022
Researchers Develop Simulated Medical Interviews to Train AI Models
Researchers developed a dataset of simulated clinical conversations focused on respiratory cases for use in the development and training of medical artificial intelligence. Continue Reading
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News
22 Jun 2022
Drug Diversion Monitoring Solutions Largely Beneficial for Providers
A new report examining providers’ experiences with drug diversion monitoring vendors found that these services helped organizations identify educational opportunities and improve diversion detection. Continue Reading
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News
21 Jun 2022
AI Approved for Adults May Aid Interpretation of Pediatric Chest Images
Artificial intelligence-based software approved to interpret adult chest radiographs may also achieve significant accuracy on images of pediatric patients over the age of 2, new research shows. Continue Reading
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News
20 Jun 2022
Researchers Call for ‘Reimbursement Framework’ for Healthcare AI
Researchers argue that the responsible adoption of artificial intelligence in healthcare requires financial incentives be implemented to ensure high quality care and health equity, and to mitigate potential bias. Continue Reading
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News
16 Jun 2022
Mayo Clinic, K Health Collaboration Unveils Hypertension Treatment Algorithm
K Health launched a personalized hypertension treatment algorithm that uses de-identified data from Mayo Clinic to help reduce the time between diagnosis and treatment and improve care overall. Continue Reading
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News
16 Jun 2022
New Data Reveals Massive Spike in Self-Harm, Suicide Calls Among Adolescents
The Washington Poison Center analyzed call data between 2019 and 2021 and found that reports of self-harm and suicide by adolescents jumped by 58 percent. Continue Reading
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News
15 Jun 2022
AI Models Accurately Predict Clinical Risks in Multiple Hospitals Using Live Data
Researchers have shown that clinical risk prediction models for multiple conditions implemented in different hospitals achieve high performance when integrated into live clinical workflows. Continue Reading
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News
14 Jun 2022
Mayo Clinic Platform Strikes Partnership to Analyze Medical Device Use
Mayo Clinic Platform is partnering with Becton, Dickinson and Company to perform post-market surveillance on the company’s products in an effort to fuel innovation and gain insights into patient experience. Continue Reading
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News
14 Jun 2022
CA Organization Implements AI, RPM to Improve Chronic Disease Management
California-based Landon Pediatric Foundation is partnering with Vironix Health to implement AI and remote patient monitoring to enhance chronic disease care. Continue Reading
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News
13 Jun 2022
MT Health System Implements Cloud Platform to Unify EHR Data
Montana-based St. Peter’s Health will implement healthcare cloud technology from Innovaccer to support data unification and care site collaboration. Continue Reading
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News
10 Jun 2022
Decentralized AI Connects Globally Distributed, Poor-Quality Medical Data
Researchers have developed a decentralized algorithm that can be used to train AI on data that is distributed globally, without having to move the data to a central location. Continue Reading
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News
10 Jun 2022
AI Approach Offers Higher Rate of Diabetes Remission Than Standard Care
Researchers found that an artificial intelligence-based intervention offered significant rates of remission compared to standard care alone for type 2 diabetes patients. Continue Reading
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News
09 Jun 2022
Healthcare Orgs Report Improved Processes, Patient Experience with AWS
A new report examining payer and provider experiences with Amazon Web Services’ artificial intelligence offerings found that 62 percent of organizations reported better and faster processes. Continue Reading
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News
07 Jun 2022
Parents Largely Comfortable with Artificial Intelligence Use in Pediatric Care
Researchers determined that using artificial intelligence for pediatrics resulted in a relatively high rate of approval from parents. Continue Reading
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Answer
06 Jun 2022
How Data Analytics Can Help Breast Milk Banks Be More Efficient
Data analytics can help breast milk banks reduce waste, maintain high-quality standards, and increase milk donations over time, enabling providers to provide adequate care to infants. Continue Reading
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News
06 Jun 2022
Shift to Cloud Key Strategy in Healthcare, But Challenges Persist
A new report outlined various trends in healthcare’s adoption of cloud technologies, artificial intelligence, and Software as a Service, including the related challenges and best practices. Continue Reading
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News
02 Jun 2022
Machine-Learning Platform Can Accurately Predict Surgical Complications
Researchers from the University of Florida have successfully developed a machine-learning model to help clinicians predict and address postoperative complications. Continue Reading
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News
02 Jun 2022
New Collaboration to Leverage Engineering, AI to Improve Nursing Education
The Ohio State University Colleges of Nursing and Engineering are collaborating to use artificial intelligence and machine learning to improve nursing education. Continue Reading
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News
01 Jun 2022
New Initiative Combines Nursing Expertise, AI to Create Prediction Model
Columbia University Irving Medical Center has launched an initiative to improve patient outcomes by leveraging nursing expertise and artificial intelligence to create the CONCERN model. Continue Reading
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News
27 May 2022
In-Person Screening, Machine Learning Can Help Predict Suicide Risk
A new study shows that combining face-to-face screening with an EHR-based machine-learning model can help clinicians accurately predict and classify suicide risk in adults. Continue Reading
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News
26 May 2022
Geisinger Deploys AI Imaging Model to Diagnose Coronary Artery Disease
Clinicians at Geisinger have adopted a non-invasive medical imaging model that uses deep learning to create 3D models of a patient’s arteries, which can help diagnose coronary artery disease. Continue Reading
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25 May 2022
Geisinger, Tempus Develop AI Model to Predict Heart Disease
Scientists from Geisinger and Tempus have developed an artificial intelligence model that can accurately identify patients at risk for undiagnosed structural heart disease. Continue Reading
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24 May 2022
NC Radiology Center to Deploy AI Tools for Enhanced Breast Cancer Care
US Radiology Specialists' partner North Carolina-based Charlotte Radiology will implement AI solutions from Volpara Health to improve breast cancer care. Continue Reading
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News
24 May 2022
AI Framework Cuts Time, Effort Needed to Predict Critical Care Outcomes
Scientists from the University of Washington developed an artificial intelligence framework that can reduce the time, effort, and resources required to predict patient outcomes in critical care settings. Continue Reading
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News
23 May 2022
AI Device May Help Diagnose Children’s Autism in Primary Care Settings
A new study shows that implementing an artificial intelligence-based medical device in primary care settings can help clinicians accurately diagnose autism spectrum disorder in children. Continue Reading
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Feature
20 May 2022
3 Use Cases for Blockchain in Healthcare
Blockchain is an innovative data storage and sharing solution, but how can it be leveraged in healthcare? Continue Reading
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News
19 May 2022
Machine-Learning Clinical Decision Support Tool Improves UTI Treatment
A new study shows that implementing a machine learning-based clinical decision support system in primary care practices significantly improved UTI treatment success. Continue Reading
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News
19 May 2022
Miami Cancer Institute to Address Care Gaps Through Analytics Partnership
By expanding its partnership with data and analytics company COTA, Miami Cancer Institute plans to tackle disparities and enhance cancer treatment. Continue Reading
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Answer
17 May 2022
How to Create a Healthcare Data Culture
Data management, governance, and analysis are critical for healthcare providers to deliver high-quality care and improve patient outcomes, and a data culture can help. Continue Reading
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News
16 May 2022
New Framework to Evaluate Bias in COVID-19 Prediction Models
Researchers have developed a framework designed to evaluate bias within medical artificial intelligence models and help users address it. Continue Reading
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News
16 May 2022
Microsoft's Nuance Launches AI Collaborative for Health System Leaders
Nuance has partnered with The Health Management Academy to spur collaboration among healthcare executives on artificial intelligence. Continue Reading
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Feature
13 May 2022
How Big Data Analytics Can Support Preventive Health
Big data analytics are being incorporated into all aspects of healthcare, but how can they be used to bolster preventive medicine and care? Continue Reading
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News
12 May 2022
Mayo, CDC Leaders: Policy, Coalitions Key Barriers to Data Modernization
Leaders from Mayo Clinic, the CDC, and others came together at the 2022 TechXpo conference to discuss data modernization solutions and progress. Continue Reading
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News
12 May 2022
Huntsville Heart Center to Test AI-Based Cardiac Technology
Cardiac software provider Artrya is partnering with Huntsville Heart Center to test the efficacy of its AI-based technology in caring for cardiac patients. Continue Reading
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News
11 May 2022
AI Model Uses Free-Text Data to Accurately Classify COVID-19 Symptoms
Researchers have developed an artificial-intelligence method that can use EMR-based free-text data to classify COVID-19 symptoms, which may improve future predictive analytics models. Continue Reading
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News
10 May 2022
AI May Be More Prone to Errors in Image-Based Diagnoses Than Clinicians
New research indicates that AI may be more prone to making mistakes than humans in image-based medical diagnoses because of the features they use for analysis. Continue Reading
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News
09 May 2022
Machine-Learning Models Able to Predict Risk of Renal Function Decline
New research indicates that multiple machine-learning models can predict the risk of renal function decline on par with conventional methods using routine clinical data. Continue Reading
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News
09 May 2022
Mayo Clinic-Developed AI Algorithm Can Detect Weak Heart Function
Mayo Clinic researchers have adapted a 12-lead ECG artificial intelligence algorithm to use single-lead ECG signals from Apple Watches to identify weak heart pumps. Continue Reading
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Feature
06 May 2022
Types of Deep Learning & Their Uses in Healthcare
Deep learning is a growing trend in healthcare artificial intelligence, but what are the use cases for the various types of deep learning? Continue Reading
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News
05 May 2022
AI Model Can Accurately Detect Multiple Retinal Diseases in Real Time
A new study shows that a deep-learning algorithm can recognize multiple retinal abnormalities simultaneously, which could help improve the early diagnosis of retinal diseases in underdeveloped areas. Continue Reading
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News
05 May 2022
NJ Health System Implements AI Imaging Tool to Improve Health Outcomes
New Jersey-based Atlantic Health System has partnered with Aidoc to deploy an AI tool to bolster medical imaging. Continue Reading