Welcome!

@CloudExpo Authors: Elizabeth White, Yeshim Deniz, Carmen Gonzalez, Scott Millis, Liz McMillan

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 writes on enterprise IT. He is a founder and partner at Cognitio Corp and publsher of CTOvision.com

@CloudExpo Stories
"Once customers get a year into their IoT deployments, they start to realize that they may have been shortsighted in the ways they built out their deployment and the key thing I see a lot of people looking at is - how can I take equipment data, pull it back in an IoT solution and show it in a dashboard," stated Dave McCarthy, Director of Products at Bsquare Corporation, in this SYS-CON.tv interview at @ThingsExpo, held November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA.
20th Cloud Expo, taking place June 6-8, 2017, at the Javits Center in New York City, NY, 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.
@DevOpsSummit taking place June 6-8, 2017 at Javits Center, New York City, is co-located with the 20th International Cloud Expo and will feature technical sessions from a rock star conference faculty and the leading industry players in the world. @DevOpsSummit at Cloud Expo New York Call for Papers is now open.
IoT is rapidly changing the way enterprises are using data to improve business decision-making. In order to derive business value, organizations must unlock insights from the data gathered and then act on these. In their session at @ThingsExpo, Eric Hoffman, Vice President at EastBanc Technologies, and Peter Shashkin, Head of Development Department at EastBanc Technologies, discussed how one organization leveraged IoT, cloud technology and data analysis to improve customer experiences and effici...
"We are an all-flash array storage provider but our focus has been on VM-aware storage specifically for virtualized applications," stated Dhiraj Sehgal of Tintri in this SYS-CON.tv interview at 19th Cloud Expo, held November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA.
The cloud competition for database hosts is fierce. How do you evaluate a cloud provider for your database platform? In his session at 18th Cloud Expo, Chris Presley, a Solutions Architect at Pythian, gave users a checklist of considerations when choosing a provider. Chris Presley is a Solutions Architect at Pythian. He loves order – making him a premier Microsoft SQL Server expert. Not only has he programmed and administered SQL Server, but he has also shared his expertise and passion with b...
"IoT is going to be a huge industry with a lot of value for end users, for industries, for consumers, for manufacturers. How can we use cloud to effectively manage IoT applications," stated Ian Khan, Innovation & Marketing Manager at Solgeniakhela, in this SYS-CON.tv interview at @ThingsExpo, held November 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA.
As data explodes in quantity, importance and from new sources, the need for managing and protecting data residing across physical, virtual, and cloud environments grow with it. Managing data includes protecting it, indexing and classifying it for true, long-term management, compliance and E-Discovery. Commvault can ensure this with a single pane of glass solution – whether in a private cloud, a Service Provider delivered public cloud or a hybrid cloud environment – across the heterogeneous enter...
Without a clear strategy for cost control and an architecture designed with cloud services in mind, costs and operational performance can quickly get out of control. To avoid multiple architectural redesigns requires extensive thought and planning. Boundary (now part of BMC) launched a new public-facing multi-tenant high resolution monitoring service on Amazon AWS two years ago, facing challenges and learning best practices in the early days of the new service. In his session at 19th Cloud Exp...
The cloud promises new levels of agility and cost-savings for Big Data, data warehousing and analytics. But it’s challenging to understand all the options – from IaaS and PaaS to newer services like HaaS (Hadoop as a Service) and BDaaS (Big Data as a Service). In her session at @BigDataExpo at @ThingsExpo, Hannah Smalltree, a director at Cazena, provided an educational overview of emerging “as-a-service” options for Big Data in the cloud. This is critical background for IT and data professionals...
Today we can collect lots and lots of performance data. We build beautiful dashboards and even have fancy query languages to access and transform the data. Still performance data is a secret language only a couple of people understand. The more business becomes digital the more stakeholders are interested in this data including how it relates to business. Some of these people have never used a monitoring tool before. They have a question on their mind like “How is my application doing” but no id...
@GonzalezCarmen has been ranked the Number One Influencer and @ThingsExpo has been named the Number One Brand in the “M2M 2016: Top 100 Influencers and Brands” by Onalytica. Onalytica analyzed tweets over the last 6 months mentioning the keywords M2M OR “Machine to Machine.” They then identified the top 100 most influential brands and individuals leading the discussion on Twitter.
What happens when the different parts of a vehicle become smarter than the vehicle itself? As we move toward the era of smart everything, hundreds of entities in a vehicle that communicate with each other, the vehicle and external systems create a need for identity orchestration so that all entities work as a conglomerate. Much like an orchestra without a conductor, without the ability to secure, control, and connect the link between a vehicle’s head unit, devices, and systems and to manage the ...
More and more brands have jumped on the IoT bandwagon. We have an excess of wearables – activity trackers, smartwatches, smart glasses and sneakers, and more that track seemingly endless datapoints. However, most consumers have no idea what “IoT” means. Creating more wearables that track data shouldn't be the aim of brands; delivering meaningful, tangible relevance to their users should be. We're in a period in which the IoT pendulum is still swinging. Initially, it swung toward "smart for smar...
In an era of historic innovation fueled by unprecedented access to data and technology, the low cost and risk of entering new markets has leveled the playing field for business. Today, any ambitious innovator can easily introduce a new application or product that can reinvent business models and transform the client experience. In their Day 2 Keynote at 19th Cloud Expo, Mercer Rowe, IBM Vice President of Strategic Alliances, and Raejeanne Skillern, Intel Vice President of Data Center Group and G...
"We are a modern development application platform and we have a suite of products that allow you to application release automation, we do version control, and we do application life cycle management," explained Flint Brenton, CEO of CollabNet, in this SYS-CON.tv interview at DevOps at 19th Cloud Expo, held November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA.
Information technology is an industry that has always experienced change, and the dramatic change sweeping across the industry today could not be truthfully described as the first time we've seen such widespread change impacting customer investments. However, the rate of the change, and the potential outcomes from today's digital transformation has the distinct potential to separate the industry into two camps: Organizations that see the change coming, embrace it, and successful leverage it; and...
In IT, we sometimes coin terms for things before we know exactly what they are and how they’ll be used. The resulting terms may capture a common set of aspirations and goals – as “cloud” did broadly for on-demand, self-service, and flexible computing. But such a term can also lump together diverse and even competing practices, technologies, and priorities to the point where important distinctions are glossed over and lost.
All clouds are not equal. To succeed in a DevOps context, organizations should plan to develop/deploy apps across a choice of on-premise and public clouds simultaneously depending on the business needs. This is where the concept of the Lean Cloud comes in - resting on the idea that you often need to relocate your app modules over their life cycles for both innovation and operational efficiency in the cloud. In his session at @DevOpsSummit at19th Cloud Expo, Valentin (Val) Bercovici, CTO of Soli...
Predictive analytics tools monitor, report, and troubleshoot in order to make proactive decisions about the health, performance, and utilization of storage. Most enterprises combine cloud and on-premise storage, resulting in blended environments of physical, virtual, cloud, and other platforms, which justifies more sophisticated storage analytics. In his session at 18th Cloud Expo, Peter McCallum, Vice President of Datacenter Solutions at FalconStor, discussed using predictive analytics to mon...