How to develop deep-learning algorithms for radiology
August 18, 2017 -- Do you want to develop deep-learning algorithms for medical imaging applications at your institution? There are some important practical considerations to be aware of, according to an August 17 webinar sponsored by the Society for Imaging Informatics in Medicine.  Discuss
Can AI diagnose Alzheimer's disease early?
August 16, 2017 -- Machine-learning technology that considers clinical, imaging, proteomic, and genomic parameters shows potential for the early diagnosis of Alzheimer's disease -- before symptoms begin to affect daily living, according to research published online August 15 in Scientific Reports.  Discuss
AI can obviate biopsies of indolent thyroid nodules
August 7, 2017 -- An artificial intelligence (AI) algorithm can characterize thyroid nodules on ultrasound with a high degree of accuracy, potentially helping to avoid unnecessary biopsies of indolent lesions, according to research published online in the Journal of Digital Imaging.
Machine learning predicts pregnancies with fetal growth restriction
August 3, 2017 -- Making use of 3D MRI features, a machine-learning algorithm can accurately predict pregnancies with fetal growth restriction, potentially opening up opportunities for interventions to protect vulnerable fetuses, according to research published online in the Journal of Magnetic Resonance Imaging.  Discuss
Self-driving doctors? Auto industry offers model for AI use
July 24, 2017 -- Analogies can be drawn between the development of autonomous driving technology and artificial intelligence (AI) in medicine. In this column, Eran Rubens, chief technology officer for enterprise imaging at Philips Healthcare, believes that an auto industry model for classifying automation could be adapted to the practice of medicine.  Discuss
AI algorithm uses color to better detect breast cancer
July 6, 2017 -- Making use of a false-color enhancement technique that converts black-and-white shadows on mammograms into color, a deep-learning algorithm can achieve accuracy similar to an expert radiologist's for detecting breast cancer, according to research published online June 27 in the Journal of Digital Imaging.  Discuss
Fujitsu develops AI to analyze CT studies
June 27, 2017 -- Fujitsu Laboratories has unveiled artificial intelligence (AI)-based technology that can find and retrieve CT studies of patients who have similar diseases.  Discuss
AI can yield patient-specific radiation dose estimates
June 22, 2017 -- A machine-learning algorithm shows potential for facilitating the holy grail of real-time, patient-specific radiation dose estimates from CT scans, according to research presented at the Society for Imaging Informatics in Medicine annual meeting earlier this month in Pittsburgh.  Discuss
7 steps to better AI algorithms
June 16, 2017 -- Artificial intelligence (AI) is all the rage right now, with most of the focus on using the technology for image analysis. But Dr. Eliot Siegel believes that AI has much more to offer, and he suggested several improvements at the recent International Society for Computed Tomography (ISCT) meeting.  Discuss
Can AI predict treatment response in bipolar patients?
June 14, 2017 -- Can the same type of artificial intelligence (AI) technology used in fighter pilot combat simulation be used to predict how patients with bipolar disorder will respond to treatment? Yes, according to research published online in Bipolar Disorders.  Discuss