Machine Learning

A new feature within the SONU app called SONUCheck allows individuals to check the openness of their nasal passages/congestion in real-time with a voice recording, according to a press release from SoundHealth Inc.

Editor’s Note: This is part three of a three-part Healio Exclusive series on the development and use of AI to improve clinical outcomes in cardiovascular medicine and considerations for regulatory labeling and patient privacy .

BOSTON — A multimodal fusion model outperformed transthoracic echocardiography in identifying pulmonary hypertension, according to a study presented at the CHEST Annual Meeting.

A novel, automated machine learning tool reliably diagnosed rapidly progressing knee osteoarthritis in younger patients, according to data published in Annals of the Rheumatic Diseases.

DENVER — A prediction model that integrates machine learning-derived measures of ovarian volume, anti-Müllerian hormone levels and other clinically-derived diagnostic endpoints accurately predicted polycystic ovary syndrome.

Machine learning can be combined with Raman spectroscopy to objectively identify gout-causing crystals in synovial fluid and diagnose the condition with high certainty, according to data published in Rheumatology.

A machine learning model was more accurate than 12 experienced endocrinologists in identifying adults with acromegaly based on voice recordings, according to findings published in The Journal of Clinical Endocrinology & Metabolism.

The future of Alzheimer’s disease detection and treatment may lie in AI-based datasets encompassing an abundance of real-world evidence from a large number of patients, an expert said.

ORLANDO, Fla. — An algorithm for standardizing myasthenia gravis diagnosis during telehealth is feasible, but it requires additional testing and validation, according to researchers.

The AI revolution already has transformed delivery of cancer care.