Technology Report:

Artificial Intelligence

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Technology Report: Artificial Intelligence 2018

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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.

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The AIP's RAIDEN AI supercomputer

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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.

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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).

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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.

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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.

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