Tools & Strategies News

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...

New AI-Based Imaging Method Can Detect Changes in Heart Function

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Researchers from Rutgers Robert Wood Johnson Medical School (Rutgers RWJMS) and Robert Wood Johnson University Hospital (RWJUH) found that a new ultrasonic imaging method based on artificial...

Deep-Learning Mammography Models at Risk of Poor Generalizability

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A study published last month in JAMA Network Open found that a previously validated, high-performing ensemble of deep-learning (DL) models for automated mammography interpretation did not generalize to...

Researchers to Develop Machine-Learning System to Automate Insulin Delivery

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Researchers from the Illinois Institute of Technology (IIT) have received a $1.2 million grant from the National Institutes of Health (NIH) to develop a machine-learning (ML) tool for automated insulin...

Predictive Analytics-Based Disease Management Outreach Reduces Spending

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A study recently published in the American Journal of Managed Care found that compared with a non-predictive algorithm-driven disease management (DM) program, a disease management outreach program...

Penn Medicine, Intel Leverage Federated Learning for Tumor Detection

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Researchers from the Perelman School of Medicine at the University of Pennsylvania (Penn Medicine) and Intel Labs have announced the results of a joint study that leveraged federated learning (FL) to...

Deep-Learning Model Assists Researchers in Obtaining Useable EHR Data

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With the goal of identifying a more efficient method of deciphering clinical notes, researchers from MIT described how a deep-learning model helped clean up her data, leading to information extraction...

Researchers Develop AI Clinical Decision Support Tool for Nutrition

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Researchers from the University of Texas at Austin’s Dell Medical School have developed an artificial intelligence (AI) clinical decision support tool designed to help clinicians discuss...

New ML Models Use Brain Activity Patterns to Track Seizures’ Origins

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As described in the journal Brain, a set of machine-learning (ML) tools developed by Johns Hopkins University researchers displayed the ability to accurately determine brain activity that may lead to...

Deep Learning Predicts Heart Disease, Stroke Death Risk Using Single X-ray

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Researchers from Massachusetts General Hospital and Brigham and Women's Hospital have developed a deep-learning model that uses a single chest X-ray to predict the 10-year risk of death from a...

Machine Learning Tools Help Predict Alzheimer’s Progression

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A new study published in PLOS ONE leveraged machine learning (ML) models to identify the most accurate means and timelines for anticipating the advancement of Alzheimer’s disease in people who...

UC San Diego to Develop Dengue Fever, Infectious Disease Risk Platform

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Researchers from the University of California, San Diego (UC San Diego) and New Light Technologies Inc. (NLT) announced a partnership to develop an infectious disease risk platform designed to serve as...

Researchers Identify Biomarkers, Potential Utility of ML in ADHD

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Researchers from Yale School of Medicine have identified biomarkers of attention-deficit/hyperactivity disorder (ADHD) using MRI exams and showcased the potential role of machine learning (ML)-based...

Deep-Learning Assessment of Liver Fat Identifies Risk of Severe COVID-19

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Researchers from Emory University and University Hospitals (UH) Cleveland have developed a deep learning (DL)-based liver fat assessment tool which shows that patients with nonalcoholic fatty liver...

Johns Hopkins’ Artificial Intelligence-Based Blood Test Detects Liver Cancer

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Researchers from Johns Hopkins Kimmel Cancer Center have developed an artificial intelligence (AI)-based blood test that can detect liver cancer, based on a new study of 724 people. The blood testing...

New Risk Score Tool Provides Accurate Predictions of Dementia Patterns

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Published in JAMA Network Open, a recent study described the development and accuracy of a risk score tool that predicts individual dementia risk, providing clinical teams with guidance on timely...