By Greg Freiherr, Editor, gfreiherr@cmp.comToday's equipment reflects manufacturers' philosophies about how medicine is practiced. This overview has become a prerequisite of
By Greg Freiherr, Editor, gfreiherr@cmp.com
Today's equipment reflects manufacturers' philosophies about how medicine is practiced. This overview has become a prerequisite of techno-evolution, as developers look for ways to improve their products. Whereas engineers once did the doable, creating machines that addressed the furthest reaches of technological capability, they now consider ergonomics and workflow as integral elements of the design.
Differences in design are most apparent in areas where technology has made the greatest gains. PET/CT hybrids are optimized for dual-modality scanning, but these machines also reflect economic and clinical realities by allowing separable operation of the PET and CT components. In CT, vendors are filling the incremental gaps above and below the quad-slice scanners initially introduced, producing multislice scanners over a range of price points and performance levels suited to the needs of just about every buyer.
PACS epitomizes techno-evolutionary thought. PACS automates erstwhile manual steps of recording, storing, and transmitting information. Lately, PACS installations have been crafted with algorithms drawn from human processes of information processing. Not surprisingly, it is here that the impact of corporate ideology--and the potential for opportunity--may be greatest.
While the clinical needs and workflow demands of institutions largely shape the choice of hybrid scanners and multislice CTs, workflow at individual institutions has only limited impact on the choice of a PACS. Only rough indicators, such as the annual number of procedures and the types of modalities, are being factored in. Scalability often is the common denominator of product offerings, and customers as individual vendors impose a singular philosophy or approach on multiple products differentiated primarily by their ability to handle a volume of work.
In this market, the wise buyer looks at the constructs built into these systems, the philosophy behind them, and the training and support programs that turn machines into clinical practice.
The opportunity exists for companies to identify the best and brightest PACS and to use acquisitions to build these offerings into a product line with multiple offerings tailored to different needs. It will require flexibility in corporate philosophy and a dedication to the broader goals of medical practice. But doing so could be a boon for customer and corporation alike.
MRI-Based AI Radiomics Model Offers 'Robust' Prediction of Perineural Invasion in Prostate Cancer
July 26th 2024A model that combines MRI-based deep learning radiomics and clinical factors demonstrated an 84.8 percent ROC AUC and a 92.6 percent precision-recall AUC for predicting perineural invasion in prostate cancer cases.
Breast MRI Study Examines Common Factors with False Negatives and False Positives
July 24th 2024The absence of ipsilateral breast hypervascularity is three times more likely to be associated with false-negative findings on breast MRI and non-mass enhancement lesions have a 4.5-fold likelihood of being linked to false-positive results, according to new research.
Can Polyenergetic Reconstruction Help Resolve Streak Artifacts in Photon Counting CT?
July 22nd 2024New research looking at photon-counting computed tomography (PCCT) demonstrated significantly reduced variation and tracheal air density attenuation with polyenergetic reconstruction in contrast to monoenergetic reconstruction on chest CT.