Artificial Intelligence

Artificial intelligence (AI) is becoming a crucial component of healthcare to help augment physicians and make them more efficient. In medical imaging, it is helping radiologists more efficiently manage PACS worklists, enable structured reporting, auto detect injuries and diseases, and to pull in relevant prior exams and patient data. In cardiology, AI is helping automate tasks and measurements on imaging and in reporting systems, guides novice echo users to improve imaging and accuracy, and can risk stratify patients. AI includes deep learning algorithms, machine learning, computer-aided detection (CAD) systems, and convolutional neural networks. 

Hope for infertility: Prototype allows MR, hysterosalpingography hybrid imaging

The fusion of x-ray capabilities with functional imaging technologysuch as SPECT and PET has resulted in hybrid equipment such as PET/CT,SPECT/CT, and even positron emission mammography (PEM). The utilizationof these modalities have resulted in greater diagnostic certainty andenhanced patient management through their advanced visualizationcapabilities. Until recently, fusing MRI with radiography has beenproblematic, with most solutions using a moving-bed patient systembetween MR and x-ray suites.

3D information necessary for breast tissue density calculation

The utilization of 2D information from x-ray mammography to assess theratio of dense to fatty tissue in the breast is inaccurate fordetermining the volume ratios of the tissues, according to Daniel B.Kopans, MD. In an opinion piece published in this month’s issue ofRadiology, Kopans argues that a methodological flaw exists in numerousstudies that have used 2D information to measure the percentage oftissues by volume.

Automated visualization tool aids coronary CT angiography

Global left ventricular (LV) function is perhaps the strongestdeterminant of heart failure and death due to myocardial infarction.Traditionally, LV function studies conducted with CT have beenperformed with 2D planimetry of short-axis CT image reformations. Newadvances in automated advanced visualization 3D technology can producecomparable results to this methodology, according to a group of Germanresearchers, without the shortcomings of the 2D approach.

Concurrent CAD utilization speeds CT colonography interpretations

The use of advanced imaging technologies such as computer-aideddetection (CAD) software have enabled better reader performance for theinterpretation of CT colonography exams. In addition, adding thesoftware tool may enhance productivity by reducing the time needed toread the study. However, the question of how best to deploy thesesystems for optimal clinical efficiency remains: as a second read afterprimary interpretation of the study, or as a concurrent read during theprimary interpretation?

HIN interviews R.I. senator on healthcare reform, IT adoption

United States Sen. Sheldon Whitehouse, D-R.I., last week urged his colleagues during a speech on the Senate floor to act quickly to implement healthcare IT legislation, calling for more federal support of healthcare IT adoption, coupled with quality measure improvements and supportive reimbursement policies.

Medical technology costs increasing slowly

Medical technology is a relatively small and constant share of totalU.S. health expenditures with an overall slow rate of growth, accordingto a new study released by AdvaMed, the Advanced Medical TechnologyAssociation.

HHS proposes rule to jump start Patient Safety Act

The Department of Health and Human Services (HHS) Tuesday published aproposed rule to implement certain aspects of the Patient Safety andQuality Improvement Act of 2005 (Patient Safety Act).

Study shows breast CAD enhances single-reader performance

A comprehensive study of 231,221 screening mammograms conducted from2001-2005 indicates that the utilization of computer-assisted detection(CAD) technology enhances performance of a single reader, yieldingincreased sensitivity with only a small increase in recall rate.

Around the web

Positron, a New York-based nuclear imaging company, will now provide Upbeat Cardiology Solutions with advanced PET/CT systems and services. 

The nuclear imaging isotope shortage of molybdenum-99 may be over now that the sidelined reactor is restarting. ASNC's president says PET and new SPECT technologies helped cardiac imaging labs better weather the storm.

CMS has more than doubled the CCTA payment rate from $175 to $357.13. The move, expected to have a significant impact on the utilization of cardiac CT, received immediate praise from imaging specialists.