Firms working in most cancers, ladies's well being and dependancy remedy are among the many BlueCross BlueShield Information Innovation Problem finalists.
How AI and large information can scale back untimely births
Karen Roby realized how Lucina Well being, based mostly in Kentucky, was utilizing AI to find out if a lady was vulnerable to untimely labor.
When are the info higher than cash? If you end up a well being care firm, you are attempting to disrupt the system and that information comes from about 19 billion medical health insurance claims.
The 5 BlueCross BlueShield Information Innovation Problem finalists can have two months to get info on physician visits, hospital stays and prescriptions from greater than 27 million BlueCross BlueShield members. The complete Blue Well being Intelligence information warehouse consists of greater than 10 years of historical past and represents every three-digit postal code in america.
The BlueCross BlueShield Affiliation (BCBSA) and Blue Well being Intelligence (BHI) introduced the finalists this week. Firms can have entry to a subset of the BCBS information for 2 months. The concept is to make use of actual world information as a actuality test towards the options developed by the businesses. The winner can have entry to a subset of the info for six months and will probably be mentored by BCBSA.
Finalists work on well being points starting from diabetes to most cancers to dependancy.
Meet the finalists
Livongo helps folks with well being issues that require every day administration, akin to diabetes and hypertension. Livongo sells its merchandise to giant corporations to be able to scale back the well being prices of their workers.
The corporate has launched a administration program for folks with diabetes, which gives a linked blood glucose monitor, limitless take a look at strips, customized well being recommendations, digital instruments and training. Livongo was launched earlier this 12 months.
Livongo plans to make use of the BHI dataset to establish, predict and prioritize well being plan members who don’t take prescriptions in keeping with directions. The corporate describes its strategy to evaluation as follows: AI + AI: Mixture, interpret, apply and iterate (Determine a).
Determine A: The Livongo Well being Utilized Sign Engine makes use of information evaluation to enhance the well being care of individuals with continual illnesses.
It gives a navigator to assist folks get the appropriate care on the proper time, whether or not it's a dialog with a nurse, an emergency go to or a physician's go to. Pager's objectives are to cut back the variety of ER visits, enhance name middle effectivity, and enhance using single-point options. Pager plans to make use of the IHB dataset together with its personal information sources to simplify the method of well timed receipt of applicable well being care (Determine B).
Determine B: Pager browsers assist folks discover the appropriate well being care on the proper time.
This start-up is creating CancerSEEK, a blood take a look at designed to detect most cancers at an early stage of the illness. If the take a look at proves optimistic, Thrive will present recommendation for added medical care, if any. Certainly one of Thrive's priorities is to make the take a look at reasonably priced for all sufferers and to make sure that it’s lined by medical health insurance. Thrive plans to leverage the BHI dataset to quantify the financial impression of early most cancers detection.
Wildflower well being
The founding father of Wildflower based the corporate after her personal high-risk being pregnant. She discovered "silos within the silos" of data and had bother navigating the obtainable assets. Wildflower has an app and different digital providers to assist households navigate well being care assets for pregnant ladies, infants and younger kids. Wildflower Well being plans to make use of the IHB dataset together with its personal information sources to enhance its danger stratification mannequin to allow applicable and well timed intervention of pregnant ladies (Determine c).
Determine C: Wildflower Well being helps pregnant ladies discover the appropriate care.
Supply: Wildflower Well being
Workit Well being
Workit Well being affords people a web based remedy of opioid dependancy and a digital wellness program for employers. The corporate will examine the BHI dataset to search out methods to measure the success of dependancy remedies. The crew additionally desires to discover a technique to intervene in actual time for folks with substance abuse issues.
These new options should tackle one of many following use circumstances:
Determine, plan and prioritize members and suppliers for real-time interventionsUse information to take away limitations to careManage dynamic particular person care course of
After two months, every finalist will seem earlier than the leaders of BCBSA and BHI. The well being insurer needs to make use of machine studying and algorithms to foretell the way forward for an individual's well being. To take action, they have to combine totally different sources of information: genomic information, monetary information, and knowledge on the EHR; discover new methods to combine real-time information into the evaluation; and turn out to be higher at sample recognition.
The BHI Information Warehouse consists of claims information from 195 million members, together with over 984.6 million claims, 13.6 billion claims from professionals and four.6 billion claims of Rx.
SEE: Digital transformation card (Free PDF)
Blue Well being Intelligence maintains a well being care database of built-in medical and pharmaceutical claims. All information used for BHI evaluation is topic to 4 ranges of certification, together with an impartial third get together actuarial assessment, to make sure the strongest basis of statistically dependable information. Member and value information is de-identified to guard the privateness of sufferers and companions.
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