Click here to close now.

Welcome!

CloudExpo® Blog Authors: Elizabeth White, Liz McMillan, Pat Romanski, Carmen Gonzalez, JP Morgenthal

Blog Feed Post

Power Your Patient Portal with the Latest Advances in Data Science

By

With U.S. agencies mandating that healthcare providers engage their consumers through patient portals, data science may be the secret weapon for physicians and health care organizations to not only comply with that mandate, but provide a level of service that bonds them to patients under their care.

Combined with electronic health records (EHR), patient portals allow physicians and patients to collaborate, providing a means for patients to meaningfully participate in their care. This is especially important when managing and treating chronic conditions such as asthma, hypertension, diabetes and obesity.

While mandated patient portals can be viewed as a check-the-box effort to comply with Meaningful Use requirements, the opportunity is to supercharge portals with data science to improve access and quality of health care.

Data science is changing the way we work and play

Law enforcement, retail and agriculture are just a few industries where data science is changing the way we work and play. Fueled by the seemingly endless volume of big data and advances in computing and data warehousing technologies, scientists and analysts are able to employ data mining and analytic models to create a deep understanding of past and current events. Advanced analytics can then leverage that understanding to accurately predict future events and recommend courses of action to achieve or avoid particular outcomes. It’s this ability to predict future events that makes data science such an exciting discipline and creates the promise of many valuable uses.

Data science is helping communities reduce the rate and volume of criminal activity, instructing farmers to restrict the use of fertilizers and pesticides to specific, multi-factor-dependent levels, and recommending tactics for businesses to maximize demand and profitability. Data science is rapidly becoming part of our daily lives and influencing (if not fundamentally changing) how we live, work and play.

Health care organizations are actively employing data science too, using advanced analytics to identify at-risk patients and recommend preventative care. Patient portals are a natural implementation of data science in health care, delivering specific instruction and education to particular patients based upon a wealth of information mined from deep dives into big data.

How data science can empower patient portals to improve patient care

Patient portals are effective tools to share information between health care providers and patients at times convenient to both parties. As a communications tool, portals are used in support of clinical communication such as immunization records, lab results, requesting prescription refills and conveying discharge instructions, as well as reinforcing follow-up care and sharing at-home test readings. Portals also support consumer-related communication such as setting appointments, making payments and updating contact information.

The opportunity with data science is to advance patient portals beyond basic communication to be an active part of ongoing and preventative care, tailored to the needs of each patient.

Health care organizations are using data science to dig deep into big data such as family history, lifestyle, past illness and treatment, current medications and lab results to empower health care professionals to identify patients at greater risk of disease and re-admittance, leading to opportunities in preventative care and health education. This is where patient portals can change the way health care is provided beyond the physician’s office — creating an interactive environment tailored to each patient’s communication and education needs.

Conclusion

With cloud computing, SaaS applications and the proliferation of smart devices, more is known about consumer behaviors than ever before. Physicians and health care organizations of all specialty and type are finding ways to improve access and quality of care through technology advances.

As mandated patient portal implementations get underway, the opportunity is to move beyond rudimentary Meaningful Use requirements by employing data science as a secret weapon to create better clinical outcomes, improve population health and empower individuals to actively participate in their care. Stated another way, the opportunity is to evolve the patient relationship to the level of active partner with the health care provider by employing data science as an indispensable tool within the health care plan.

Patient portals aren’t just mandates; they’re good business, and data science raises them to the greatest level of participation in patient care.

Eugene Borukhovich is an international expert on healthcare information technology innovation. He is the founder and organizer of Health 2.0 NYC and Health 2.0 Amsterdam and is a leading advocate in healthcare consumer issues and open health data. He currently serves as VP Healthcare, European Markets at SoftServe, Inc., and can be followed on Twitter at @HealthEugene.

Read the original blog entry...

More Stories By Bob Gourley

Bob Gourley, former CTO of the Defense Intelligence Agency (DIA), is Founder and CTO of Crucial Point LLC, a technology research and advisory firm providing fact based technology reviews in support of venture capital, private equity and emerging technology firms. He has extensive industry experience in intelligence and security and was awarded an intelligence community meritorious achievement award by AFCEA in 2008, and has also been recognized as an Infoworld Top 25 CTO and as one of the most fascinating communicators in Government IT by GovFresh.

@CloudExpo Stories
The consumption economy is here and so are cloud applications and solutions that offer more than subscription and flat fee models and at the same time are available on a pure consumption model, which not only reduces IT spend but also lowers infrastructure costs, and offers ease of use and availability. In their session at 15th Cloud Expo, Ermanno Bonifazi, CEO & Founder of Solgenia, and Ian Khan, Global Strategic Positioning & Brand Manager at Solgenia, discussed this shifting dynamic with an ...
Due of the rise of Hadoop, many enterprises are now deploying their first small clusters of 10 to 20 servers. At this small scale, the complexity of operating the cluster looks and feels like general data center servers. It is not until the clusters scale, as they inevitably do, when the pain caused by the exponential complexity becomes apparent. We've seen this problem occur time and time again. In his session at Big Data Expo, Greg Bruno, Vice President of Engineering and co-founder of StackI...
You use an agile process; your goal is to make your organization more agile. But what about your data infrastructure? The truth is, today's databases are anything but agile - they are effectively static repositories that are cumbersome to work with, difficult to change, and cannot keep pace with application demands. Performance suffers as a result, and it takes far longer than it should to deliver new features and capabilities needed to make your organization competitive. As your application an...
Once the decision has been made to move part or all of a workload to the cloud, a methodology for selecting that workload needs to be established. How do you move to the cloud? What does the discovery, assessment and planning look like? What workloads make sense? Which cloud model makes sense for each workload? What are the considerations for how to select the right cloud model? And how does that fit in with the overall IT transformation?
17th Cloud Expo, taking place Nov 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA, will feature technical sessions from a rock star conference faculty and the leading industry players in the world. Cloud computing is now being embraced by a majority of enterprises of all sizes. Yesterday's debate about public vs. private has transformed into the reality of hybrid cloud: a recent survey shows that 74% of enterprises have a hybrid cloud strategy. Meanwhile, 94% of enterprises a...
The recent trends like cloud computing, social, mobile and Internet of Things are forcing enterprises to modernize in order to compete in the competitive globalized markets. However, enterprises are approaching newer technologies with a more silo-ed way, gaining only sub optimal benefits. The Modern Enterprise model is presented as a newer way to think of enterprise IT, which takes a more holistic approach to embracing modern technologies.
SYS-CON Events announced today that SUSE, a pioneer in open source software, will exhibit at SYS-CON's DevOps Summit 2015 New York, which will take place June 9-11, 2015, at the Javits Center in New York City, NY. SUSE provides reliable, interoperable Linux, cloud infrastructure and storage solutions that give enterprises greater control and flexibility. More than 20 years of engineering excellence, exceptional service and an unrivaled partner ecosystem power the products and support that help ...
Move from reactive to proactive cloud management in a heterogeneous cloud infrastructure. In his session at 16th Cloud Expo, Manoj Khabe, Innovative Solution-Focused Transformation Leader at Vicom Computer Services, Inc., will show how to replace a help desk-centric approach with an ITIL-based service model and service-centric CMDB that’s tightly integrated with an event and incident management platform. Learn how to expand the scope of operations management to service management. He will al...
There's no doubt that the Internet of Things is driving the next wave of innovation. Google has spent billions over the past few months vacuuming up companies that specialize in smart appliances and machine learning. Already, Philips light bulbs, Audi automobiles, and Samsung washers and dryers can communicate with and be controlled from mobile devices. To take advantage of the opportunities the Internet of Things brings to your business, you'll want to start preparing now.
In a world of ever-accelerating business cycles and fast-changing client expectations, the cloud increasingly serves as a growth engine and a path to new business models. Dynamic clouds enable businesses to continuously reinvent themselves, adapting their business processes, their service and software delivery and their operations to achieve speed-to-market and quick response to customer feedback. As the cloud evolves, the industry has multiple competing cloud technologies, offering on-premises ...
As the world moves from DevOps to NoOps, application deployment to the cloud ought to become a lot simpler. However, applications have been architected with a much tighter coupling than it needs to be which makes deployment in different environments and migration between them harder. The microservices architecture, which is the basis of many new age distributed systems such as OpenStack, Netflix and so on is at the heart of CloudFoundry – a complete developer-oriented Platform as a Service (PaaS...
T-Mobile has been transforming the wireless industry with its “Uncarrier” initiatives. Today as T-Mobile’s IT organization works to transform itself in a like manner, technical foundations built over the last couple of years are now key to their drive for more Agile delivery practices. In his session at DevOps Summit, Martin Krienke, Sr Development Manager at T-Mobile, will discuss where they started their Continuous Delivery journey, where they are today, and where they are going in an effort ...
SAP is delivering break-through innovation combined with fantastic user experience powered by the market-leading in-memory technology, SAP HANA. In his General Session at 15th Cloud Expo, Thorsten Leiduck, VP ISVs & Digital Commerce, SAP, discussed how SAP and partners provide cloud and hybrid cloud solutions as well as real-time Big Data offerings that help companies of all sizes and industries run better. SAP launched an application challenge to award the most innovative SAP HANA and SAP HANA...
There is no question that the cloud is where businesses want to host data. Until recently hypervisor virtualization was the most widely used method in cloud computing. Recently virtual containers have been gaining in popularity, and for good reason. In the debate between virtual machines and containers, the latter have been seen as the new kid on the block – and like other emerging technology have had some initial shortcomings. However, the container space has evolved drastically since coming on...
P2P RTC will impact the landscape of communications, shifting from traditional telephony style communications models to OTT (Over-The-Top) cloud assisted & PaaS (Platform as a Service) communication services. The P2P shift will impact many areas of our lives, from mobile communication, human interactive web services, RTC and telephony infrastructure, user federation, security and privacy implications, business costs, and scalability. In his session at @ThingsExpo, Robin Raymond, Chief Architect...
The widespread success of cloud computing is driving the DevOps revolution in enterprise IT. Now as never before, development teams must communicate and collaborate in a dynamic, 24/7/365 environment. There is no time to wait for long development cycles that produce software that is obsolete at launch. DevOps may be disruptive, but it is essential. The DevOps Summit at Cloud Expo – to be held June 3-5, 2015, at the Javits Center in New York City – will expand the DevOps community, enable a wide...
The web app is Agile. The REST API is Agile. The testing and planning are Agile. But alas, Data infrastructures certainly are not. Once an application matures, changing the shape or indexing scheme of data often forces at best a top down planning exercise and at worst includes schema changes which force downtime. The time has come for a new approach that fundamentally advances the agility of distributed data infrastructures. Come learn about a new solution to the problems faced by software orga...
Cloud Expo, Inc. has announced today that Andi Mann returns to DevOps Summit 2015 as Conference Chair. The 4th International DevOps Summit will take place on June 9-11, 2015, at the Javits Center in New York City. "DevOps is set to be one of the most profound disruptions to hit IT in decades," said Andi Mann. "It is a natural extension of cloud computing, and I have seen both firsthand and in independent research the fantastic results DevOps delivers. So I am excited to help the great team at ...
Explosive growth in connected devices. Enormous amounts of data for collection and analysis. Critical use of data for split-second decision making and actionable information. All three are factors in making the Internet of Things a reality. Yet, any one factor would have an IT organization pondering its infrastructure strategy. How should your organization enhance its IT framework to enable an Internet of Things implementation? In his session at Internet of @ThingsExpo, James Kirkland, Chief Ar...
Container technology is sending shock waves through the world of cloud computing. Heralded as the 'next big thing,' containers provide software owners a consistent way to package their software and dependencies while infrastructure operators benefit from a standard way to deploy and run them. Containers present new challenges for tracking usage due to their dynamic nature. They can also be deployed to bare metal, virtual machines and various cloud platforms. How do software owners track the usag...