Tools & Strategies News

DL Approach Enables Interpretations of Electrocardiograms as Language

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Researchers from Mount Sinai have developed deep learning (DL)-based model for electrocardiogram (ECG) analysis that enables the interpretation of ECGs as language and may improve ECG-related...

AI Model Aims to Support Cell Functioning Predictions

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Researchers from the University of Missouri (MU) enhanced their artificial intelligence (AI) model to improve its ability to predict protein location within cells of animals, humans, and plants,...

Machine Learning Tools Flag Predictors of Fetal Heart Rate Changes

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Researchers have developed machine learning (ML) methods that can accurately identify predictors associated with fetal heart rate changes following neuraxial analgesia in healthy pregnant patients,...

Deep-Learning Model Shows Promise in Measuring Joint Attention

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A study published in JAMA Network Open describes a deep-learning (DL) model that showed the ability to determine differences between children with autism spectrum disorder (ASD) and typical development...

Machine Learning Accurately Triages Respiratory Symptoms in Primary Care

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Researchers have demonstrated that a machine learning (ML)-based clinical decision support tool can accurately triage patients with respiratory symptoms before they visit a primary care clinic, which...

AI Tool Assists in Diagnosing Subtle Brain Damage in Athletes

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Published in The Neuroradiology Journal, a new study from the Department of Radiology at NYU Grossman School of Medicine indicates that an artificial intelligence (AI) tool could leverage MRI results...

Researchers Highlight Pros and Cons of ChatGPT in Clinical Radiology

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A new opinion piece published in the Journal of the American College of Radiology discusses the potential benefits, pitfalls, and ethical implications of leveraging large language models (LLMs),...

Generative Artificial Intelligence Tool May Support Drug Development

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Researchers have developed a generative artificial intelligence (AI)-based framework known as G2Retro to automatically generate chemical reactions for given molecules, which could accelerate the drug...

Informatics Tool Accurately Detects Antibiotic Allergy Adverse Events

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Researchers have developed a health informatics tool capable of detecting antibiotic allergy adverse events in near real-time, which may help provide clinicians with feedback about the harms of...

ChatGPT Fails American College of Gastroenterology Assessment Tests

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A study published this week in the American Journal of Gastroenterology demonstrated that ChatGPT-3 and ChatGPT-4 failed the 2021 and 2022 multiple-choice self-assessment tests for the American College...

NCI Grant to Support AI Use to Improve Breast Cancer Treatment

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After receiving a five-year grant from the National Cancer Institute (NCI), researchers from Rensselaer Polytechnic Institute (RPI) and Albany Medical College aim to determine the capabilities of...

Patient Trust in AI Impacted by Demographics, Clinician Involvement

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Researchers from the University of Arizona (UArizona) Health Sciences found that patients are almost evenly split about whether they would prefer a human clinician or an artificial intelligence...

Researchers Identify Barriers to AI Integration into Clinical Practice

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Researchers from the University of Miami Miller School of Medicine, Weill Cornell Medicine, and technology innovation firm Covered By Group have identified barriers that early-stage digital health...

Head-Worn Device Leverages ML, MEG, Distinguishes Between Hand Gestures

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Research from the University of California San Diego described a head-worn wearable device that leverages machine learning and a noninvasive brain imaging technique called magnetoencephalography (MEG)...

Optimized AI Assists Senior Radiologists in Thyroid Nodule Diagnostics

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A study published in JAMA Network Open found that in the process of thyroid nodule management, an optimized artificial intelligence (AI) strategy assisted senior radiologists while a traditional AI...

Tampa General Hospital Uses AI System to Assist Clinicians

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In pursuit of improved care and outcomes, Tampa General Hospital (TGH) began using an artificial intelligence (AI) system from Navina as a tool for handling patient data, according to a press release...

ACO Leverages Cloud Platform to Tackle Health Equity, SDOH Barriers

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New Jersey-based accountable care organization Shore Quality Partners will incorporate Spatially Health’s cloud-based health equity platform to flag and tackle social determinants of health...

Machine Learning-Aided Biomarker Analysis Predicts Parkinson’s Onset

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Researchers from Boston University and Australia-based University of New South Wales (UNSW Sydney) developed a machine learning (ML) tool that predict Parkinson’s disease onset years before...

AI Tool Assists in Predicting the Likelihood of Pancreatic Cancer

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Published in Nature Medicine, new research led by investigators from Harvard Medical School and the University of Copenhagen describes an artificial intelligence (AI)-based tool that aims to enhance...

Automation Bias May Impair Radiologist Performance on Mammograms

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Incorrect advice from artificial intelligence (AI)-based decision support systems may negatively impact the performance and accuracy of radiologists at all levels of expertise when reading mammograms,...