… Newer MRI-sequences extend beyond the morphological evaluation of cartilage.It allows …
The future is likely to see an increasing role of PET/CT and other forms of molecular imaging …

… This paper proposes three pathways for AI's role in radiology beyond current CNN based
capabilities 1) improve the performance of CAD, 2) improve the productivity of …

… from basic film radiography to sophisticated digital imaging modalities. … As we peer into
the future, several key areas of development and … heights. AI algorithms, capable of rapid …

… radiologists, trainees, and potential future radiologists need to … the radiological profession,
and how may change it in the future. … A step beyond disease detection is disease classification …

… Many of our homes in the future may have a “smart medical suite” as well as a “smart home
… A nurse navigator coordinates all care including later follow-up care in radiology and the …

… An interesting task that is scarcely implemented in current literature, to our knowledge, is
the use of deep learning to obtain information that is beyond the radiologists’ interpretation. An …

… the number of radiologists needed in the future. Approximately 50… In 2016, Geoffrey Hinton,
a famous computer scientist, said “we … Pre-clinical radiology lectures were the most prevalent …

… including the small bowels, beyond the reach of conventional … excreted or not detectable on
radiography in the small bowel … token, in the future endoscopic molecular imaging may help …

… Radiomics: Involves the extraction of features from diagnostic images to measure specific
parameters. Hundreds of features can be analyzed by AI systems from a given ROI, far beyond …

… radiology (IR) as well, though to a lesser extent. This article will summarize the role of AI in
radiology … adapted to regular signals such as images in radiology. A simple CNN contains five …