Cognitive Impact

Healthcare-associated Infections

Preventing Healthcare-associated Infections (HAIs) is possible. But an effective HAI program requires two things: conscious effort on the part of all stakeholders and the ability to effectively intervene on the right patients. Jvion’s Cognitive Clinical Success Machine serves to reduce the cognitive burden placed on providers by identifying the patients who are on a trajectory toward becoming high risk so that clinicians know where to focus resources. And the machine extends to deliver the clinical recommendations that will most effectively lower a patient’s risk, improve care, and save lives.

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HAI Deep Dive

A More In-depth Look at Healthcare Associated Infections
HAIs are a critical public health problem because of the impact they have on morbidity and mortality around the world.

Cognitive Machine Application to Reduce Healthcare Associated Infections

Every provider is trying to do more with less. And when it comes to lowering Healthcare Associated Infections (HAIs), many are struggling to balance cost and resources with program goals.
Across the nation, there is significant variation in the effectiveness of infection control programs (Stone, et al. 2014). This is in large part due to understaffed infection preventionists, inconsistent policies, underutilized technologies, and a lack of clinician adherence to infection prevention policies. Taken together, these trends along with heavy resource constraints add up to missed prevention opportunities, patient deterioration, and a hard hit to a provider's bottom line.
Using Jvion's Cognitive Clinical Success Machine, providers can see the future state of each patient within their walls and pin point those who are at an increased risk of infection or adverse event. And we extend this vision to deliver the recommended actions that will deliver the best health outcome for an individual patient. Using the cognitive machine, providers are pin-pointing, with unmatched precision, the patients who are at risk; prioritizing activities to stop potential infections; and applying Jvion's recommended actions to achieve drastic infection control goals.
The platform that powers the cognitive machine’s risk propensity scores and recommendations is exponentially more powerful than common predictive solutions. Because of this power, the Cognitive Clinical Success Machine can see the entire patient including the exogenous factors such as socioeconomic status, behavioral variables, and environmental elements that impact health. What it delivers is a full, precise, and high-resolution portrait of the future patient that enables the exact actions to reduce risk and improve health across all HAI events including CLABSI, VAP, SSI, MRSA, Sepsis, and C. Difficile.
Providers take this information and use it to better focus their efforts and resources, and apply recommended actions to most effectively reduce the probability that someone will get an infection. And they are using the machine across care settings including high-risk transition points to drive better health outcomes across the entire episode of care.
Learn how hospitals across the country are using Jvion's Cognitive Clinical Success Machine to stop patient illness, improve intervention effectiveness, and drive toward value-based models of care and reimbursement.
This hospital system projected a 30% drop in CAUTI instances.
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