Search Tag: deep learning

IMAGING Management

Hacking the AI to protect imaging devices

2018 04 Dec

Radiology and medical imaging is continuously experiencing rapid enhancements including quality of patient care as a result of uncovering new aspects of the vast potential of artificial intelligence implementation in clinical practice. As more hospital medical imaging equipment connects to the internet, cyberattacks and malicious software vulnerabilities... Read more

IMAGING Management

Radiology’s future: outside the box– literally

2018 02 Dec

The tight roped tug of war concerning artificial intelligence and exponential technologies like deep learning and machine learning has been pulling at radiology for years. There are those fearing the dark side- new technologies as the ‘big bad’ machines that will rise up and exterminate the radiologist, the shining happy radiologists that see unicorns... Read more

IMAGING Management

#RSNA18: AI may help reduce MRI gadolinium dose

2018 27 Nov

In a study presented at the annual meeting of the Radiological Society of North America (RSNA) in Chicago, researchers using artificial intelligence have developed a deep learning algorithm that may lead to the reduction of the gadolinium dose used in contrast material for MRI exams. “There is concrete evidence that gadolinium deposits in the brain... Read more

Executive Health Management

Big data for deep learning in radiology: population-based imaging

2018 07 Nov

How artificial intelligence is about to transform radiological research and clinical care. Big data and deep learning techniques are increasingly being applied to radiological problems, where they serve as powerful complements to traditional study designs. The concept of artificial intelligence (AI) has been around for more than 50... Read more

IMAGING Management

Neural network trained to interpret chest x-rays

2018 07 Nov

Researchers in the United States trained a convolutional neural network (CNN) – a deep learning technique – to detect signs of pneumonia in chest x-rays from three large U.S. hospital systems, individually and in combination. Overall, the researchers found that the CNN models showed a significant reduction in accuracy when tested on data from outside... Read more

IT Management

TeraRecon Debuts Next Generation Northstar™ AI Explorer at SIIM18

2018 31 May

TeraRecon  today announced that its first-of-kind Northstar™ AI Explorer has reached a new milestone that allows physicians to interact with individual measurements, markings, and findings created by AI image processing algorithms. To demonstrate the potential of these AI-assisted workflows, the company is previewing an end-to-end cardiac MR analysis... Read more

Executive Health Management

eHealth – transforming healthcare in disruptive times

2018 23 May

Where is eHealth in Ireland heading and where could it lead us?   Examining the state of eHealth, its challenges and opportunities at the European Association of Hospital Managers congress in Dublin.   With digital innovations dramatically transforming every layer of the healthcare landscape, intensive discussions are required to manage... Read more

IMAGING Management

AI and radiology: collaboration is key

2018 08 May

Artificial intelligence (AI) and deep learning have been met with great interest by the medical community. Particularly in the field of radiology, however, the arrival of AI has been met with responses ranging from cautious scepticism to outright fear and hostility, notes an Opinion article in the Journal of the American College of Radiology. "Such... Read more

IMAGING Management

AI to enhance, not replace, radiologists' jobs

2018 02 Apr

Rapid advances in artificial intelligence, including deep learning, are a major factor behind improvements in medical image analysis. Some deep learning models have shown their ability to identify pathologies in radiological images such as bone fractures and potentially cancerous lesions, in some cases more reliably than an average radiologist. With... Read more

Health Management

Artificial intelligence and radiology: human-machine collaboration is key

2018 20 Feb

Human-machine collaboration is key. Should radiologists be buying into the hype about artificial intelligence? HealthManagement spoke to Prof.Paul Chang about AI, deep learning and the advantages of intellectual arbitrage. How are artificial intelligence (AI) and deep learning shaping radiology? In healthcare in general, and radiology... Read more