The radiology reporting process is beginning to incorporate structured, semantically labeled data. Tools based on artificial intelligence technologies using a structured reporting context can assist with internal report consistency and…
Radiologists have been at the forefront of the digitization process in medicine. Artificial intelligence (AI) is a promising area of innovation, particularly in medical imaging. The number of applications of…
Artificial intelligence technology promises to redefine the practice of radiology. However, it exists in a nascent phase and remains largely untested in the clinical space. This nature is both a…
Natural language processing (NLP) is a subfield of computer science and linguistics that can be applied to extract meaningful information from radiology reports. Symbolic NLP is rule based and well…
Key points • With the rapidly expanding use cases for AI, there is a growing need for proper evaluation of developed algorithms. • Although the external test set is the…
Machine learning is an important tool for extracting information from medical images. Deep learning has made this more efficient by not requiring an explicit feature extraction step and in some…
Thomas W. Loehfelm and Victoria Chernyak 10 Hepatocellular Carcinoma: LI-RADS and OPTN 10.1 Template Clinical information: Etiology of cirrhosis: [toxic or metabolic, including EtOH/chronic hepatitis B/congenital hepatic fibrosis (LI-RADS v2018…
Medical imaging technologies, which allow us to “see into” and understand living systems, play a significant role in biology and medicine. The X-ray has paved the way for many high-tech…
Introduction Three-dimensional (3D) printed anatomic models and guides designed from volumetric medical imaging data are used clinically to provide increased comprehension of anatomy, more exact pathology evaluation, and more precise…
Introduction To reproducibly and precisely characterize the ability of a medical imaging system to safely produce accurate images, it is useful to image objects which have properties similar to human tissues…
