Machine learning for fracture detection gathers pace
April 11, 2018 -- U.K. researchers have provided fresh evidence about the feasibility of transfer learning from pretrained convolutional neural networks. They demonstrated the technology's accuracy to predict fractures can be increased by removing surplus imaging data and reducing the opportunity for overfitting.  Discuss
ACR partners with MICCAI to make AI a clinical reality
March 30, 2018 -- Two influential radiology groups have signed a partnership to foster development of artificial intelligence (AI) algorithms to better meet the clinical needs of radiologists. The American College of Radiology (ACR) and the Medical Image Computing and Computer Assisted Intervention (MICCAI) Society announced the deal at the NVIDIA GPU Technology Conference in San Jose, CA.  Discuss
AIUM: Can deep learning classify liver fibrosis on US?
March 29, 2018 -- NEW YORK CITY - A deep-learning algorithm that analyzes B-mode morphological ultrasound data and patient demographic information can classify the severity of liver fibrosis in cases of chronic liver disease, according to research presented at the American Institute of Ultrasound in Medicine (AIUM) conference.  Discuss
Will artificial intelligence sell more CT systems?
March 14, 2018 -- Artificial intelligence (AI) will play a big part in the future of medical imaging, but what impact will it have on the commercial market for hardware? Will AI drive greater demand for CT systems? We look at the trends shaping the the CT market and discuss if, and how, AI will play a role.  Discuss
Top 5 trends from ECR 2018 in Vienna
March 8, 2018 -- The huge red dragon that dominated the registration area of ECR 2018 looked amazing in everybody's photos, but what were the lasting impressions and meaningful issues to take away from this year's congress in a decidedly chilly Vienna? Our editorial team has put together a list of the five key themes.  Discuss
Cybersecurity threats pose challenge to radiology's future
March 3, 2018 -- Keep aware of the need to protect imaging equipment from cyberrisks that pose a threat to the safety of patients and institutions, urged Dr. Jacob Sosna, president of the Israeli Radiology Association, in a session today on cybersecurity. He warned that a cyberattack could alter a patient's radiation dose during a CT scan, and an attack on the hospital's air-conditioning may shut down and damage CT and MRI machines.  Discuss
AI can help distinguish lung nodules on CT scans
March 2, 2018 -- VIENNA - Artificial intelligence (AI) offers value in characterizing nodules on CT lung cancer screening exams, possibly reducing the number of benign cases that are unnecessarily worked or followed up, according to a pair of Thursday presentations at ECR 2018.  Discuss
Video from ECR 2018: Wiro Niessen on how AI can help you
March 1, 2018 -- VIENNA - Don't feel threatened by artificial intelligence (AI). That's the view of Wiro Niessen, PhD, of the Netherlands. In the first of today's three video interviews about AI, he introduces the topic and explains how it promises to transform the working lives of everybody involved in medical imaging.  Discuss
Video from ECR 2018: Sergey Morozov on tapping AI's potential
March 1, 2018 -- VIENNA - There's a lot of talk and fuss at the moment about artificial intelligence (AI), but how can it really boost efficiency and improve workflow, and how can you realize the full potential of the emerging technology? Dr. Sergey Morozov, PhD, of Moscow provides some answers in part two of our special focus on AI.  Discuss
Video from ECR 2018: Erik Ranschaert on a clinical view of AI
March 1, 2018 -- VIENNA - Artificial intelligence (AI) is about much more than just data analysis, says Dr. Erik Ranschaert, vice president of the European Society of Medical Imaging Informatics. He gives a clinical perspective on AI and explains how exactly the technology can transform the working lives of radiologists.  Discuss