Imaging Analytics

Researchers Leverage Generative AI to Improve Cancer Treatment Targets

by Shania Kennedy

Researchers from the University of Texas at San Antonio (UTSA), UT Health San Antonio, and the University of Pittsburgh have developed a generative artificial intelligence (AI) tool to improve adaptive...

University of Florida Health Announces AI-Driven Radiology Initiative

by Shania Kennedy

University of Florida (UF) Health and Nuance Communications Inc., a Microsoft company, have launched a collaboration aimed at leveraging artificial intelligence (AI) to make radiologists’ work...

Machine Learning Identifies Four Autism Subtypes

by Shania Kennedy

Researchers at Well Cornell Medicine have identified four subtypes of autism spectrum disorder (ASD) linked to distinct molecular pathways in the brain using machine learning (ML).  The findings...

Cedars-Sinai AI Tool Accurately Assesses, Diagnoses Cardiac Function

by Shania Kennedy

Researchers from Cedars-Sinai have shown that an artificial intelligence (AI) tool’s performance was superior to that of sonographers when assessing and diagnosing cardiac function, according to...

Artificial Intelligence Aids Psoriasis Severity Assessment

by Shania Kennedy

Researchers have developed an artificial intelligence (AI)-based tool for the assessment of psoriasis severity in an effort to facilitate long-term chronic disease self-management for patients,...

AI for Psychiatric Diagnosis Presents Bias, Clinical Applicability Issues

by Shania Kennedy

A systematic review published last week in JAMA Network Open evaluating potential risks of translating neuroimaging-based artificial intelligence (AI) models into direct clinical applications, such as...

AI Could Safely Automate Some X-ray Interpretation

by Shania Kennedy

In a study published this week in Radiology, researchers sought to investigate the clinical impact of autonomous radiograph reporting using a commercially available artificial intelligence (AI) tool...

NJ Health System Leverages AI, Robotics for Early Lung Cancer Diagnosis

by Shania Kennedy

New Jersey-based AtlantiCare is deploying pre-operative artificial intelligence (AI) assessment tools and robotic bronchoscopy techniques to support early lung cancer diagnosis and treatment. The...

Enterprise Imaging, Informatics Strategy Needed for Digital Transformation

by Shania Kennedy

A recent white paper published by Frost & Sullivan and Canon Medical Informatics indicates that scalable, enterprise-level solutions and strategies for imaging and informatics are needed to drive...

DL Tool Triages Chest Pain Patients, Predicts Adverse Outcomes

by Shania Kennedy

A new study published this week in Radiology shows that a deep-learning (DL) model may help improve care for patients who arrive at the hospital with acute chest pain. According to the news release,...

Research Identifies Clinician Support for AI Use in Musculoskeletal Care

by Shania Kennedy

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...

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

by Shania Kennedy

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...

Penn Medicine, Intel Leverage Federated Learning for Tumor Detection

by Shania Kennedy

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

by Shania Kennedy

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...

Google Health Launches AI Partnership to Improve Breast Cancer Screening

by Shania Kennedy

Google Health and mammography artificial intelligence (AI) vendor iCAD, Inc. announced a strategic partnership to integrate Google Health’s AI technology into iCAD’s portfolio of breast...

Researchers Identify Biomarkers, Potential Utility of ML in ADHD

by Shania Kennedy

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...

Researchers Assess Federated Learning Models for COVID-19 Diagnostics

by Shania Kennedy

A team of researchers led by the University of Minnesota is examining federated learning (FL) techniques to evaluate their utility for diagnosing COVID-19 based on chest radiograph data. FL models, a...

Federated Learning Framework Aims to Improve Fairness in AI Screening Tools

by Shania Kennedy

A research team from the University of Pittsburgh (Pitt) Swanson School of Engineering has been awarded a $1.7 million National Institutes of Health grant to develop a federated learning (FL)-based...

Deep-Learning Tool May Facilitate Monkeypox, Skin Disease Identification

by Shania Kennedy

A study published this month in the Journal of Medical Systems shows that a deep learning (DL)-based mobile application can accurately identify monkeypox infection using images of skin lesions. On...

Hackensack Meridian Health to Leverage Google’s New Medical Imaging Tool

by Shania Kennedy

New Jersey-based Hackensack Meridian Health is set to implement Google Cloud’s newly released Medical Imaging Suite to de-identify petabytes of images to enhance the health system’s...