Tools & Strategies News

Partnership Led to the Launch of a Healthcare Innovation Studio

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Built upon high levels of experience in developing artificial intelligence (AI) solutions, Ardent Health and SwitchPoint have sustained a successful two-year collaboration to create a healthcare...

Model Predicts Optimal Number of Embryos Needed for IVF, ARTs

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A study published in JAMA Network Open earlier this month details the development of a prediction model designed to estimate the optimal number of immature eggs, or oocytes, to attempt to fertilize...

Research Identifies Clinician Support for AI Use in Musculoskeletal Care

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A study published this week in BMC Medical Education identified substantial favorability toward artificial intelligence (AI) in healthcare and AI applied to musculoskeletal (MSK) care, such as skeletal...

OR Health System to Test AI App That Tracks Blood Sugar Levels

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After receiving a grant from the Leona M. and Harry B. Helmsley Charitable Trust, Oregon Health and Science University (OHSU) researchers developed an artificial intelligence (AI)-based app to evaluate...

Researchers Investigate When, How Healthcare AI Models Will Fail

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Researchers from the Carle Illinois College of Medicine (CI MED) at the University of Illinois are investigating when and how medical artificial intelligence (AI) and machine learning (ML) models will...

Partnership to Expand Health Equity Data to Improve Community Health

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A collaboration between the University of Notre Dame Lucy Family Institute for Data and Society and Accenture aims to address community health challenges by expanding health equity data and applying...

Machine-Learning Models Can Accurately Predict Hypertension Risk

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A study published this week in Scientific Reports comparing hypertension incidence prediction models found little difference in performance between machine-learning (ML) models and conventional...

Deep-Learning Model Can Detect Disease-Causing Mosaic Mutations

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Published in Nature Biotechnology, researchers from the University of California San Diego School of Medicine and Rady Children’s Institute described the creation of a deep-learning model that...

Risk Estimation Intervention Reveals Hurdles for Suicide Prevention

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A mixed-methods quality improvement study published in JAMA Network Open found that using suicide risk estimation analytics did not augment existing prevention practices as intended during routine...

ML Model Accurately Predicts Need for Massive Transfusion During Surgery

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Published in JAMA Network Open, a recent study described how adding preoperative data and intraoperative hemodynamic monitoring data to a machine learning (ML)-based prediction model led to accurate...

Researchers Develop ML Tool for Studying Characteristics of Single Cells

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Researchers from the Children’s Hospital of Philadelphia (CHOP) and the New Jersey Institute of Technology (NJIT) developed new machine-learning (ML) software to analyze multiple characteristics...

Researchers Assess ML Algorithm for Undiagnosed Dementia Detection

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A group of researchers is conducting the Digital Detection of Dementia study that will evaluate the use of an artificial intelligence (AI)-based machine-learning (ML) algorithm that uses natural...

Retraining Improves Performance of ICU Predictive Analytics Model

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In a study published in Critical Care Medicine, researchers found that retraining and recalibration of a machine learning (ML)-based clinical decision support tool to predict readmission or death...

Foundation Models Could Help Advance AI in Healthcare

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In a blog post published last week, experts from Stanford University’s Institute for Human-Centered Artificial Intelligence (HAI) discussed the opportunities provided by foundation models for AI...

Artificial Intelligence Tool May Improve IVF Embryo Selection

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Researchers at Weill Cornell Medicine have developed an artificial intelligence (AI) tool that can non-invasively identify in vitro fertilized embryos with aneuploidy, or an abnormal number of...

Machine-Learning Models Predict 6-Month Ovarian Cancer Mortality

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A study published this month in Scientific Reports found that an ensemble of machine-learning (ML) models can accurately predict six-month ovarian cancer mortality using patient-reported outcome data,...

AI Model Can Help Detect Collapsed Lung Using Chest X-rays

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A new study published last week in JAMA Network Open shows that an artificial intelligence (AI) model can accurately detect simple and tension pneumothorax on chest radiographs. According to Mayo...

UPMC Deploys AI-Powered Prostate Cancer Diagnostic

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The University of Pittsburgh Medical Center (UPMC) and Ibex Medical Analytics announced a partnership focused on leveraging Ibex’s artificial intelligence (AI) solution, Galen Prostate, to...

Machine-Learning Models Can Help Predict COVID-19 Test Results

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In a study published this month in Smart Health, Florida Atlantic University (FAU) researchers used machine learning (ML)-based predictive analytics to evaluate the correlation between serology and...

Researchers Use ML to Predict Diet, Chronic Disease Risk

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Led by a Michigan Medicine cardiologist, a recent study found that a novel method using machine learning and molecular profiling can be leveraged to create blood-based dietary signatures that can...