Artificial Intelligence

This channel includes news and technology innovations for artificial intelligence (AI) software, also referred to as deep learning, cognitive computing and machine learning. AI technology is being integrated in radiology for imaging appropriate use criteria (AUC), clinical decision support, predictive analytics and to assist radiologists with improved workflow.

he U.S. Food and Drug Administration (FDA) has issued a final order to reclassify medical image analyzers applied to mammography breast cancer, ultrasound breast lesions, radiograph lung nodules and radiograph dental caries detection, postamendments class III devices (regulated under product code MYN), into class II (special controls), subject to premarket notification

Image courtesy of iCAD

News | Computer-Aided Detection Software | January 22, 2020
January 22, 2020 — The U.S. Food and Drug Administration (FDA) has...
Medical imaging technology company Oxipit announced partnership with Swiss medical distribution company Healthcare Konnect to bring ChestEye AI imaging suite to healthcare institutions in Nigeria
News | Artificial Intelligence | January 22, 2020
January 22, 2020 — Medical imaging technology company Oxipit...
Hitachi Healthcare Americas announced that it will create a new dedicated research and development facility within its North American headquarters facility in Twinsburg, Ohio
News | Radiology Business | January 21, 2020
January 21, 2020 — Hitachi Healthcare Americas announced that it will create a new dedicated research and development...
This is a lung X-ray reviewed automatically by artificial intelligence (AI) to identify a collapsed lung (pneumothorax) in the color coded area. This AI app from Lunit is awaiting final FDA review and in planned to be integrated into several vendors' mobile digital radiography (DR) systems. Fujifilm showed this software integrated as a work-in-progress into its mobile X-ray system at RSNA 2019. GE Healthcare has its own version of this software for its mobile r=ray systems that gained FDA in 2019.   #RSNA #

This is a lung X-ray reviewed automatically by artificial intelligence (AI) to identify a collapsed lung (pneumothorax) in the color coded area. This AI app from Lunit is awaiting final FDA review and in planned to be integrated into several vendors' mobile digital radiography (DR) systems. Fujifilm showed this software integrated as a work-in-progress into its mobile X-ray system at RSNA 2019. GE Healthcare has its own version of this software for its mobile r=ray systems that gained FDA in 2019.

Feature | RSNA | January 20, 2020 | Dave Fornell, Editor
Here are images of some of the newest new medical imaging technologies displayed on the expo floor at the ...
Videos | RSNA | January 13, 2020
ITN Editor Dave Fornell takes a tour of some of the most innovative new medical imaging technologies displayed on the...
The latest version of the universal viewer shown by GE Healthcare at RSNA 2019 incorporates artificial intelligence

The latest version of the universal viewer shown by GE Healthcare at RSNA 2019 incorporates artificial intelligence. Image courtesy of GE Healthcare

Sponsored Content | Blog | Artificial Intelligence | January 12, 2020
After languishing for years,...
This is artificial intelligence on Fujifilm's mobile digital radiography system to immediately detect pneumothorax (a collapsed lung) and show the location to the technologist and attending physician in a unit before the image is even uploaded to the PACS for a read. AI applications like this that have immediate impact on critical patient care saw a lot of interest at RSNA 2019.

This is work-in-progress artificial intelligence app on Fujifilm's mobile digital radiography system to immediately detect pneumothorax (a collapsed lung), The AI highlights the area of interest to show the location to the technologist and attending physician in a unit before the image is even uploaded to the PACS for a read by a radiologist. The technology also can flag the study for an immediate read in the PACS worklist for confirmation by a human. This technology is from a third-party and will be offered on Fujifilm's REiLI AI platform. Applications like this that have immediate impact on critical patient care saw a lot of interest at RSNA 2019. Photos by ITN Editor Dave Fornell.

Feature | Artificial Intelligence | December 27, 2019 | Siddharth Shah and Srikanth Kompalli, Frost & Sullivan
Radiology artificial intelligence (AI) was again the hottest topic at the 2019...
The Radiological Society of North America (RSNA) presented its eighth Alexander R. Margulis Award for Scientific Excellence to Jae Ho Sohn, M.D., from the Radiology & Biomedical Imaging Department at the University of California in San Francisco (UCSF)

Jae Ho Sohn, M.D.

News | RSNA | December 24, 2019
December 24, 2019 — The Radiological Society of North America (...
GE Healthcare to Make AI Ecosystem of Smart Algorithms Practical

Window (right) opened during GE Healthcare demonstration shows highlighted region of interest including signs of pneumothorax in an AI-enhanced chest radiograph (CE Mark version of software; not commercially available in United States).

Sponsored Content | Blog | Artificial Intelligence | December 21, 2019
On a monitor in the downtown Chicago engineering laboratories of...
Videos | RSNA | December 18, 2019
ITN Editor Dave Fornell and ITN Consulting Editor Greg Freiherr offer a post-game report on the trends and technologies...
Patient inclusion flowchart shows selection of women in the training and validation samples used for deep neural network development, as well as in the test sample (current study sample). Exclusions are detailed in the footnote. PACS = picture archiving and communication system. Image courtesy of Radiological Society of North America.

Patient inclusion flowchart shows selection of women in the training and validation samples used for deep neural network development, as well as in the test sample (current study sample). Exclusions are detailed in the footnote. PACS = picture archiving and communication system. Image courtesy of Radiological Society of North America.

News | Artificial Intelligence | December 18, 2019
December 17, 2019 — A sophisticated type of ...
The company has selected Flywheel to support data management and curation and gain efficiencies in their machine learning workflow
News | Artificial Intelligence | December 16, 2019
December 16, 2019 — MaxQ AI, a company focused...
Sponsored Content | Videos | Proton Therapy | December 16, 2019
Join Chris Toth, president of Varian’s Oncology Systems business, for a peek at the history of machine learning/AI in...
Schematic diagram of the proposed multichannel deep neural network model analyzing multiscale functional brain connectome for a classification task. rsfMRI = resting-state functional MRI.

Schematic diagram of the proposed multichannel deep neural network model analyzing multiscale functional brain connectome for a classification task. rsfMRI = resting-state functional MRI. Graphic courtesy of the Radiological Society of North America.

News | Artificial Intelligence | December 11, 2019
December 11, 2019 — Deep learning, a type of ...