Quality

The focus of quality improvement in healthcare is to bolster performance and processes related to diagnostic and therapeutic procedures. Leaders in this space also ensure the proper selection of imaging exams and procedures, and monitor the safety of services, among other duties. Reimbursement programs such as the Merit-based Incentive Payment System (MIPS) utilize financial incentives to improve quality. This also includes setting and maintaining care quality initiatives, such as the requirements set by the Joint Commission.

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Deep learning expedites normal findings on ultrafast breast screenings

AI can safely and accurately identify healthy breast tissue on ultrafast breast MRI, negating the need for a radiologist’s closer look and, in the process, lowering cancer screening costs and widening patient access to breast MRI.

Neighbor to the North facing a ‘very bleak future’ if medical imaging not modernized soon

Canada has fallen behind other industrialized nations in multiple measures of capital healthcare investment, and the most glaring gap is found in the state of its medical imaging equipment.

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New MRI technique a ‘virtual biopsy’ for surveilling transplanted hearts

Researchers have developed a novel cardiovascular MRI protocol as an option to the invasive gold standard, endomyocardial biopsy, for monitoring heart-transplant patients at risk of suffering organ rejection.

Some 78% of parents OK with AI reading their child’s chest X-rays

The reception was similarly warm among parents toward AI used to assess a child’s need for antibiotics or bloodwork.

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AI inspects endotracheal tube placement on chest X-rays

Radiology researchers have demonstrated the reliability of an AI system they developed to automatically check placement of endotracheal tubes on chest X-rays.

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Primary care POCUS on the Old Continent: Guidance needed, but at least 1 use case deemed ‘useful and feasible’

Two European studies illustrate opportunities and challenges presented by the growing appeal of point-of-care ultrasound to primary care practices.  

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LVAD patients spend nearly 1 in 4 days seeking care — is there a more effective way?

The study's authors noted that LVADs consistently lead to strong outcomes, but improvements are still needed to reduce the burden on patients. 

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Mammography AI intercepts density overestimations

Researchers have demonstrated a deep learning model that can correct course for breast radiologists who otherwise may have erroneously deemed tissue dense in screening exams.