Radiographics : a review publication of the Radiological Society of North America, Inc
Dec 1, 2023
The remarkable advances of artificial intelligence (AI) technology are revolutionizing established approaches to the acquisition, interpretation, and analysis of biomedical imaging data. Development, validation, and continuous refinement of AI tools ...
Radiographics : a review publication of the Radiological Society of North America, Inc
Jul 1, 2023
Fatty liver disease has a high and increasing prevalence worldwide, is associated with adverse cardiovascular events and higher long-term medical costs, and may lead to liver-related morbidity and mortality. There is an urgent need for accurate, repr...
Radiographics : a review publication of the Radiological Society of North America, Inc
Jun 1, 2023
Deep learning has been recognized as a paradigm-shifting tool in radiology. Deep learning reconstruction (DLR) has recently emerged as a technology used in the image reconstruction process of MRI, which is an essential procedure in generating MR imag...
Radiographics : a review publication of the Radiological Society of North America, Inc
May 1, 2023
To translate artificial intelligence (AI) algorithms into clinical practice requires generalizability of models to real-world data. One of the main obstacles to generalizability is data shift, a data distribution mismatch between model training and r...
Radiographics : a review publication of the Radiological Society of North America, Inc
Apr 1, 2023
Deep learning (DL) algorithms have shown remarkable potential in automating various tasks in medical imaging and radiologic reporting. However, models trained on low quantities of data or only using data from a single institution often are not genera...
Radiographics : a review publication of the Radiological Society of North America, Inc
Mar 1, 2023
From basic research to the bedside, precise terminology is key to advancing medicine and ensuring optimal and appropriate patient care. However, the wide spectrum of diseases and their manifestations superimposed on medical team-specific and discipli...
Radiographics : a review publication of the Radiological Society of North America, Inc
Jan 1, 2023
The use of digital breast tomosynthesis (DBT) in breast cancer screening has become widely accepted, facilitating increased cancer detection and lower recall rates compared with those achieved by using full-field digital mammography (DM). However, th...