MRI scans of 'brain age' could predict poor health
April 25, 2017 -- Researchers combined MRI scans with machine-learning algorithms to develop a "brain age" score that could provide insights into which patients are at risk for poor health and may die at an early age, according to a study published online April 25 in Molecular Psychiatry.  Discuss
Can machine learning and MRI diagnose depression?
April 13, 2017 -- Can machine learning be used to diagnose serious cases of depression based on data from MRI scans in adults, potentially even before they begin showing symptoms? Yes, it can, according to a proof-of-concept study being published in the June issue of Psychiatry Research: Neuroimaging.  Discuss
Machine learning could reduce inappropriate knee MRI scans
April 3, 2017 -- Supported by machine-learning technology, researchers have developed a natural language processing algorithm that successfully automates classification of MRI knee scans to better understand MRI utilization, according to a study in the April issue of the American Journal of Roentgenology.  Discuss
AIUM: Machine learning may aid breast ultrasound reads
March 28, 2017 -- ORLANDO, FL - After analyzing quantitative information from breast ultrasound exams, machine-learning technology can achieve high sensitivity and specificity for breast cancer, according to research presented on Monday at the American Institute of Ultrasound in Medicine (AIUM) meeting.  Discuss
Can deep-learning CAD outperform mammographers?
March 23, 2017 -- Can computer-aided detection (CAD) software developed with deep-learning technology perform better than mammographers? Yes it can, at least for the task of differentiating between benign and malignant calcifications, according to a team of researchers from California.  Discuss
IBM Watson deal puts MedyMatch on the map
March 16, 2017 -- Artificial intelligence developer MedyMatch Technology scored a major coup with the announcement of a strategic relationship on Thursday with IBM Watson Health. Under the deal, Watson users will have access to MedyMatch's decision-support application for analyzing noncontrast head CT studies.  Discuss
Deep learning can provide first read of chest x-rays
March 10, 2017 -- A computer-aided detection system developed using deep-learning technology can perform an initial review of chest x-rays, helping radiologists to prioritize interpretation of cases that are more likely to be abnormal, according to a presentation last week at ECR 2017.  Discuss
Virtual radiologist stands ready to answer questions
March 9, 2017 -- How convenient would it be to have access in the palm of your hand to an on-call radiologist? Researchers hope to achieve that goal with a chatbot app that can answer questions from healthcare providers. They unveiled the app at this week's Society of Interventional Radiology 2017 annual meeting.  Discuss
Neural networks read mammograms as well as radiologists
March 3, 2017 -- VIENNA - Deep artificial neural networks can read mammograms as well as radiologists, according to research from Switzerland presented at ECR 2017 on Thursday. Neural networks can also be trained with a relatively small amount of data, the group found.  Discuss
CAD beats readers for subsolid lung nodules
March 3, 2017 -- VIENNA - A computer-aided detection (CAD) scheme outperformed experienced human readers in detecting subsolid nodules as well as cancers in data from more than 2,000 lung cancer screening subjects, researchers reported on Thursday at ECR 2017.  Discuss