Tools & Strategies News

ChatGPT Provides Evidence-Based Answers to Public Health Questions

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In a recent study published in JAMA Network Open, researchers found that ChatGPT consistently provided evidence-based responses to public health questions but often gave advice rather than directing...

ChatGPT, Generative AI Show Promise as Complex Diagnostic Tools

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Researchers from Beth Israel Deaconess Medical Center (BIDMC) demonstrated that generative artificial intelligence (AI) technologies, such as ChatGPT, may serve as promising assistive tools for...

Can Docs Use Machine Learning to Determine COVID Treatment Course?

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Using data from a Chinese hospital, researchers from the University of California, Riverside (UCR), found that a machine learning (ML) approach could assess patient age, weight, and other illnesses to...

Deep Learning System May Provide Automatic Surgical Skill Assessment

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Researchers have developed a deep learning (DL) model capable of recognizing standardized surgical fields and performing automatic surgical skill assessments using intraoperative videos of laparoscopic...

ChatGPT Fails American Urological Association Self-Assessment Exam

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A study published last week in Urology Practice demonstrated that ChatGPT performed poorly on the 2022 American Urological Association (AUA) Self-assessment Study Program exam, indicating that the tool...

Gun Violence Archive Data May Bolster Community Firearm Violence Research

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A study published recently in JAMA Network Open shows that the Gun Violence Archive (GVA), an independent data collection group, may be a limited, but valid source of data for researchers investigating...

NYU Large Language Model Forecasts Hospital Readmissions, Length of Stay

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Researchers at New York University (NYU) Grossman School of Medicine have developed a large language model (LLM) capable of predicting multiple clinical outcomes, including readmissions, and the tool...

AI Algorithms Outperform Standard Models in Cancer Prediction

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Research from the Radiological Society of North America (RSNA) indicates that artificial intelligence (AI) algorithms performed better than the Breast Cancer Surveillance Consortium (BCSC) risk model...

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...