Tools & Strategies News

Large Language Model May Help Better Identify Postpartum Hemorrhage

by

Researchers from Brigham and Women’s Hospital have determined that a large language model (LLM) may be more accurate at identifying patients with postpartum hemorrhage than standard methods,...

Deep Learning Model Flags Non-Smokers at Increased Risk for Lung Cancer

by

A deep learning model can accurately identify non-smokers at high risk for lung cancer using only routine chest X-rays, according to research presented at this year’s meeting of the Radiological...

Large Language Model Diagnoses, Triages Without Introducing Biases

by

Researchers from University of California, Los Angeles (UCLA) Health have demonstrated that Generative Pre-trained Transformer 4 (GPT-4) can diagnose and triage various health conditions on par with...

KLAS: Dimensional Insight, Epic Drive Health Data Analytics Outcomes

by

Consolidated, end-to-end data and analytics platforms that allow healthcare organizations to better manage their data and guide business decisions are increasingly important, according to the KLAS Data...

Generative AI May Facilitate Improved Chest X-Ray Interpretation

by

A team of Northwestern Medicine researchers has created a generative artificial intelligence (AI) tool capable of interpreting chest radiographs with accuracy on par with or above radiologists for some...

AI Tools May Detect Heart Valve Disease, Predict Cardiovascular Risk

by

Artificial intelligence (AI) and deep learning tools may be capable of accurately detecting heart valve disease and predicting the risk of cardiovascular disease events, according to two preliminary...

Risk-Based Lung Cancer Screening May Reduce Racial, Ethnic Disparities

by

Researchers have demonstrated that a risk-based lung cancer screening model may reduce racial and ethnic disparities and improve screening efficiency compared to national lung cancer screening...

ML Model Estimates Chemotherapy Success in Bone Cancer Patients

by

Researchers at Johns Hopkins Medicine have developed a machine learning (ML) tool capable of estimating the percent necrosis (PN)—the percentage of a tumor that is considered “dead”...

Publicly Trained LLMs Identify Musculoskeletal Pain Location, Acuity

by

Mount Sinai researchers have demonstrated that publicly trained large language models (LLMs) can identify the pain location and pain location of musculoskeletal conditions like shoulder, knee, and...

NLP Tool Flags Signs of Depression, Anxiety in Healthcare Workers

by

Researchers at New York University (NYU) Grossman School of Medicine have demonstrated that a natural language processing (NLP) tool can effectively detect pandemic-related signs of anxiety and...

AI Tool Predicts Blood Clot Risk in Hospitalized Pediatric Patients

by

Researchers at Vanderbilt University Medical Center (VUMC) have developed an artificial intelligence (AI) tool capable of accurately identifying the risk of blood clots in pediatric patients, but found...

Mount Sinai Develops AI Algorithm to Estimate Brain Age Acceleration

by

Researchers at Mount Sinai have developed an artificial intelligence (AI) tool that can estimate histopathological brain age, predict age at death, and identify areas of the brain vulnerable to...

Locally Run Large Language Models May Help Preserve Patient Privacy

by

Researchers from the National Institutes of Health Clinical Center (NIH CC) found that a locally run, privacy-preserving large language model (LLM) may be suitable for labeling radiography reports,...

AI Pain Recognition Tool Detects Pain Before, During and After Surgery

by

Researchers presenting at the ANESTHESIOLOGY 2023 annual meeting demonstrated that an automated pain recognition system leveraging artificial intelligence (AI) may be capable of detecting pain in...

Artificial Intelligence Model May Help Predict Future Viral Outbreaks

by

Researchers from Harvard Medical School (HMS) and the University of Oxford have developed an artificial intelligence (AI) tool capable of predicting how a virus could evolve to escape the immune...

Predictive Models May Negatively Impact the Performance of Future Tools

by

Researchers from the Mount Sinai Icahn School of Medicine and the University of Michigan have found that the deployment of predictive analytics tools may influence the predictive capabilities of...

Risk Stratification May Reduce Unnecessary Pediatric Oophorectomies

by

A consensus-based, preoperative risk stratification algorithm may help reduce unnecessary oophorectomies in pediatric and adolescent patients with benign ovarian disease, according to a study published...

$2.8M NIH Grant to Support Development of Kidney Transplant AI

by

Researchers at University of Florida (UF) Health have been awarded a $2.8 million grant from the National Institutes of Health (NIH) to develop an artificial intelligence (AI)-based clinical decision...

AI Tool May Improve Tumor Removal Accuracy During Breast Cancer Surgery

by

Researchers from the University of North Carolina (UNC) Department of Surgery, the Joint UNC-North Carolina State University (NCSU) Department of Biomedical Engineering, and the UNC Lineberger...

University of Texas Awarded Funding for Disease Relapse Prediction AI

by

Researchers at the University of Texas at Arlington (UTA) have been awarded a $450,000 grant from the National Institute of General Medical Sciences to develop a machine learning-based model to predict...