The ultimate guide to AI in radiology
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How to build your own healthcare AI algorithm: collecting the right data
December 24, 2019 by Arna van Engelen
As a radiologist, you might come across tasks that you would not mind handing over to artificial intelligence (AI), either because they are of a ...
A 101 guide to the FDA regulatory process for AI healthcare software
November 20, 2019 by Floor van Leeuwen
During 2019 many AI healthcare companies announced FDA clearance for their medical device often considering AI radiology software. What does it ...
4 Benefits of an optimized radiology report
October 15, 2019 by María García Sanz
The healthcare system is evolving and personalized healthcare is becoming increasingly important. From this perspective, each patient is unique. ...
Understanding the role of AI bias in healthcare
September 17, 2019 by Renske de Boer
It is important to understand the role of AI bias in healthcare. As artificial intelligence (AI) applications gain traction in medicine, healthcare ...
5 options for integrating image-based AI into your radiology workflow
August 16, 2019 by Coert Metz
One of the main challenges the industry of radiology currently faces, is the implementation of artificial intelligence. Every day, researchers ...
Quantifying hippocampal volume: manually or AI powered?
July 25, 2019 by Fabian Bartel
Patients with neurodegenerative disease, such as Alzheimer’s disease, epilepsy or schizophrenia, are prone to showing increased rates of hippocampal ...
Image Augmentation: How to overcome small radiology datasets?
June 28, 2019 by Jim Tol
The training of neural networks typically requires large amounts of data. The more examples your network sees during training, the better it can ...
Deep dive: how does deep learning work in the context of radiology?
May 29, 2019 by Valerio Fortunati
Lately many exciting results with deep learning in radiology have been reported. This is not that much of a surprise, as deep learning is eminently ...
An Imaging Genetics example: connecting MRI brain images to genetic profiles at voxel level
May 03, 2019 by Ory Six
Over the past few years imaging genetics is a hot topic in brain research. Extracting large amounts of quantified information from medical images is ...
AI-based medical software: how will the FDA deal with it?
April 09, 2019 by Arnault Massink
Last week the FDA announced that they will be investigating a new review framework for artificial intelligence (AI) based medical devices.1 Over the ...
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