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.

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
BLOG: Artificial Intelligence May Help Enterprise Imaging
After languishing for years, enterprise imaging appears ready to enter the mainstream of health care. At least a small...
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Videos | Stroke | January 03, 2020
VIDEO: Real-world Use of AI to Detect Hemorrhagic Stroke
Ajay Choudhri, M.D., chairman of radiology, Capital Health, Hopewell, N.J., explains his center's experience using an...
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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.

Feature | Artificial Intelligence | December 27, 2019 | Siddharth Shah and Srikanth Kompalli, Frost & Sullivan
The Radiology AI Evolution at RSNA 2019
Radiology artificial intelligence (AI) was again the hottest topic at the 2019 Radiological Society of North America (...
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The AIP's RAIDEN AI supercomputer

The AIP's RAIDEN AI supercomputer

News | Artificial Intelligence | December 27, 2019
Artificial Intelligence Identifies Previously Unknown Features Associated with Cancer Recurrence
December 27, 2019 — Artificial intelligence (AI) technology developed by the RIKEN Center for Advanced Intelligence...
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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.

News | RSNA | December 24, 2019
Alzheimer’s Disease AI Research Receives RSNA Margulis Award
December 24, 2019 — The Radiological Society of North America (RSNA) presented its eighth Alexander R. Margulis Award...
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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
BLOG: How AI Might Boost Efficiency and Effectiveness
On a monitor in the downtown Chicago engineering laboratories of GE Healthcare, a faux worklist appears on screen. ...
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Videos | RSNA | December 18, 2019
VIDEO: Key Radiology Technology Trends at RSNA 2019
ITN Editor Dave Fornell and ITN Consulting Editor Greg Freiherr offer a post-game report on the trends and technologies...
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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.

News | Artificial Intelligence | December 18, 2019
AI Improves Breast Cancer Risk Prediction
December 17, 2019 — A sophisticated type of artificial intelligence (AI) can outperform existing models at predicting...
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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
MaxQ AI Selects Flywheel for Machine Learning Capabilities
December 16, 2019 — MaxQ AI, a company focused on developing artificial intelligence (AI) applications to enable...
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Designed by and for radiologists, new release of PowerScribe One improves efficiency while advancing care quality and reducing radiologist fatigue
News | Artificial Intelligence | December 16, 2019
Nuance Transforms Radiology Reporting With Major AI and Ambient Enhancements
December 16, 2019 — At the Radiological Society of North America’s (RSNA) 105th Scientific Assembly and Annual Meeting...
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Sponsored Content | Videos | Proton Therapy | December 16, 2019
VIDEO: Varian Showcases Latest Developments at ASTRO 2019
Join Chris Toth, president of Varian’s Oncology Systems business, for a peek at the history of machine learning/AI in...
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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.

News | Artificial Intelligence | December 11, 2019
Artificial Intelligence Boosts MRI Detection of ADHD
December 11, 2019 — Deep learning, a type of artificial intelligence, can boost the power of magnetic resonance imaging...
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AI-based cancer assessment tools are poised to help pathologists improve speed and accuracy of cancer diagnostics, ultimately leading to better patient care
News | Artificial Intelligence | December 09, 2019
Philips and Paige Team Up to Bring Artificial Intelligence (AI) to Clinical Pathology diagnostics
December 9, 2019 — Philips and Paige, a leader in computational pathology, announced a strategic collaboration to...
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#RSNA19 A sophisticated type of artificial intelligence (AI) can detect clinically meaningful chest X-ray findings as effectively as experienced radiologists, according to a study published in the journal Radiology.

Image courtesy of GE Healthcare

News | Artificial Intelligence | December 03, 2019
AI Improves Chest X-ray Interpretation
December 3, 2019 — A sophisticated type of artificial intelligence (AI) can detect clinically meaningful chest X-ray...
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REiLI AI platform auto segmentation.
News | Artificial Intelligence | November 30, 2019
Fujifilm Showcases Artificial Intelligence Initiative And Advances at RSNA 2019
December 1, 2019 — Fujifilm Medical Systems U.S.A. is showcasing REiLI, the company's global medical imaging and...
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#RSNA19 The Swedish MedTech company will demo the machine learning capabilities of its flagship RayStation and RayCare systems
News | Artificial Intelligence | November 30, 2019
RaySearch to Demonstrate Machine Learning Capabilities at RSNA 2019
November 30, 2019 — Artificial intelligence and machine learning will be in the spotlight at RSNA 2019. RaySearch...
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#RSNA19 Dynamics enables a radiologist to compare X-rays and provide automatically generated reports specifically addressing the changes in images over the course of patient treatment. Initially Dynamics feature will support longitudinal comparison for pneumothorax, consolidation, mass, nodule, pleural effusion, pulmonary edema and lung congestion radiological findings where progress reports are of greatest importance
News | Artificial Intelligence | November 29, 2019
Oxipit to Showcase AI X-ray Longitudinal Comparison at RSNA
November 29, 2019 — At RSNA19 Oxipit will offer a first public preview of Dynamics feature for its award winning...
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XACT Robotics is advancing the field of radiology, pioneering the first hands-free robotic system, combining image-based planning and navigation with instrument insertion and steering capabilities
News | Artificial Intelligence | November 26, 2019
XACT Robotics Debuts its Robotic Technology at RSNA 2019
November 26, 2019 — XACT Robotics Ltd. debuts its first-to-market hands-free robotic technology at the Radiological...
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During a demonstration performed at a GE Healthcare laboratory in Chicago, a smart algorithm framed a brain scan image showing a suspected acute intracranial hemorrhage (ICH)

During a demonstration performed at a GE Healthcare laboratory in Chicago, a smart algorithm framed a brain scan image showing a suspected acute intracranial hemorrhage (ICH). The algorithm was developed by third-party company MaxQ AI. Screenshot courtesy of GE Healthcare

Sponsored Content | Blog | Artificial Intelligence | November 26, 2019
BLOG: How AI Could Make Radiologists’ Jobs Less Stressful
    Radiologists are being asked to make simple what is increasingly complex — and to do so quickly, efficiently and at...
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Lunit INSIGHT CXR

A radiologist conducts an interpretation of a chest x-ray image with Lunit INSIGHT CXR analysis.

News | Digital Radiography (DR) | November 25, 2019
Lunit Announces its First CE Mark for AI
November 25, 2019 — Lunit announced the certification of CE mark for its most up-to-date chest X-ray analysis AI, Lunit...
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