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Advanced Analytics

3,805 bytes added, 16:52, 23 August 2017
Medical Terminology Management
There are a number of tools available from multiple software vendors that can potentially enable advanced analytics. Not all are marketed specifically for analytics, some are technologies that can enable advanced analysis and BI. This is a running list of all such offerings that are in the market today. For the niche of Population Health related analytics offerings, see [[Population Health Management|this]] page.
'''==Healthcare-Industry Focused Analytics'''==
* [http://www.medai.com MEDai]
* [http://www.healthdialog.com Health Dialog]
* [http://www.ingenix.com Ingenix] (now [http://www.optum.com Optum])
* [http://www.scioinspire.com/ SCIOinspire]
* [http://www.medinsight.milliman.com/home/index.php Milliman MedInsight]: Predictive analytics
* [http://www.hcinsight.com Healthcare Insight]
* [http://www.360fresh.com 360Fresh]
* [http://www.explorys.com Explorys]
* [http://www.populationmanager.com/ Population Manager]
* [http://www.veriskhealth.com/index.php Verisk Health] (DxCG)
* [http://www.apixio.com Apixio]
* [http://www.viewics.com/index.html Viewics]: Lab focused BI
* [http://www.spectramd.com SpectraMD]
* [http://www.loopbackanalytics.com/our-solution/ Loopback analytics]
* [http://www.sdihealth.com/about_us/main.aspx SDI]
* [http://www.healthdialog.com/Main/Measurableresults/AllProductsandServices/AnalyticSolutions Health Dialog]
* [http://www.healthdatainsights.com/ Health Data Insights]
* [http://www.mynehealth.com/ Myne Health]
* [http://www.clinicast.net CliniCast]: Analytic solutions to help optimize population and case management
* [http://www.comprehend.com/about-us/ Comprehend Clinical]
* [http://www.gnshealthcare.com/about-us/ GNS Healthcare]
* [http://www.hcdataworks.com/about/index.htm Healthcare Dataworks]
* [http://diagnosisone.com/Products.aspx Diagnosis One]
* [https://www.healthlevel.com/ Health Level]
* [http://www.inovalon.com/howwehelp/pages/healthcare-data-insights.aspx Inovalon]
* [http://allazohealth.com/whatwedo/ Allazo Health]: Nascent startup with analytics focused on Med Adherence only
* [http://www.rxante.com/solutions/ RxAnte]: Analytics platform for medication adherence and management
* [http://www.embiondemand.com/about/ EMBI] Emergency Medicine Business Intelligence and analytics
* [http://www.healthcatalyst.com/what-we-deliver/ Health Catalyst]
* [https://www.ivantagehealth.com/ iVantage]: Got $10M funding in June 2013
* [http://www.medacist.com/AboutUs.asp Medacist]: Analytics for Pharmacy Auditing
* [http://arbormetrix.com/how-it-works/ ArborMetrix]
* [http://www.flatiron.com/platform/index.html Flatiron]: Focusing on Oncology initially. Backed by big tech names like Google Ventures, Social+Capital.
* [http://qpidhealth.com/qpid-overview/ Qpid Health]
* [http://www.kyron.com Kyron]: Stealth mode
* [https://www.ivantagehealth.com/the-ivantage-difference/ iVantage]
* [http://ambientclinical.com/ Ambient Clinical]: ICU decision support. Spin-off from Mayo
* [http://www.hcdataworks.com/solutions/index.htm Healthcare DataWorks]: EDW solution for healthcare data aggregation
* [http://www.comprehend.com Comprehend]: Clinical Analytics startup funded by YC, Sequoia. Seems to skew Pharma for now.
* [http://www.visiquate.com/ Visiquate]: Founded by the ex-founder of MedeAnalytics
* [http://www.predilytics.com/solutions/overview/ Predilytics]: Funded by Google Ventures
* [http://capsicohealth.com/products.html Capsico Health]: Hyper-focused analytics on bundled payments and payment model related reform
* [http://www.cloudmedxhealth.com Cloud MedX]: YCombinator 2016
* [http://www.analyticsmd.com AnalyticsMD]: YCombinator 2015. Raised $13M+. Now called Qventus. Doing operational analytics. Buzzwords on website include AI.
* [https://www.jvion.com/ Jvion]: Louisiana-based. Raised $8.9M in 2016.
* [http://www.lightbeamhealth.com/care-management.html LightBeam Health]
* [http://medalogix.com Medalogix]: Post-acute analytics to predict patient risk and do pop health interventions. Raised $5M.
'''== Generic Analytics''' (Industry Agnostic)==
* [http://www.jmp.com SAS JMP]
* [http://www.qlikview.com QlikView]
* [http://www.artinsoft.com ArtinSoft]
* [http://www.fico.com/en/Industries/HealthcarePharma/Pages/default.aspx FICO]
* [http://www.octibco.com OpenConnect/products/analytics/default.jsp TIBCO]
* [http://www-01.ibm.com/software/data/infosphere/streams/ IBM Infosphere]
* [http://www.autonomy.com/content/Technology/autonomys-technology-a-different-approach/index.en.html Autonomy]
* [http://www.dimins.com/healthcare.html Dimensional Insight]
* [http://salford-systems.com/cart.php Salford Systems]
* [http://www.splunk.com Splunk]: Operational analytics from machine/device data
* [http://www.ayasdi.com/solutions/ Ayasdi]: Hot startup, based on [http://www.ayasdi.com/rethink-data/ Topological Data Analysis] research from Stanford. Khosla funded.
* [http://www.predilytics.com/ Predilytics]: Machine learning applied to population health
* [http://www.predixionsoftware.com/Solutions/Healthcare Predixion]
* [http://www.srgtech.com/blender/ SRG Technology]: Interestingly enough, a spin-off of MGH
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There are some focused offerings that may not directly provide advanced healthcare analytics, but enable it. I consider them to be important fundamental tools/services that complement the broader value proposition of the companies listed above.
*'''Morbidity Scoring/Classification Tools'''**[http://www.dxcg.com/research-resources/index.asp DxCG]== Related Offerings ==**[http://acg.jhsphBelow are some focused offerings that may not directly provide advanced healthcare analytics, but enable it in some way.edu/ ACG] by Johns Hopkins**3M [http:/I consider them to bel tools/solutions.3mservices that complement the broader value proposition of the companies listed above.com/wps/portal/3M/en_US/3M_Health_Information_Systems/HIS/Products/CRG/ Clinical Risk Grouping] (CRG)**Ingenix [http://www.ingenix.com/Products/Payers/NetworkCredentialingPayers/EnterpriseWideDecisionSupport/EpisodeTreatmentGroups/ Episode Treatment Groups] (ETG)**Ingenix [http://www.ingenix.com/Products/Payers/NetworkCredentialingPayers/EnterpriseWideDecisionSupport/EpisodeRiskGroups/ Episode Risk Groups] (ERG)
===Morbidity Scoring/Classification Tools===*'''Rules Engines, Knowledge[http://www.dxcg.com/research-bases'''resources/index.asp DxCG]*[http://acg.jhsph.edu/ ACG] by Johns Hopkins*3M [http://thomsonreuterssolutions.3m.com/products_serviceswps/healthcareportal/healthcare_products3M/clinical_deci_supporten_US/3M_Health_Information_Systems/HIS/Products/CRG/ Thompson Reutors MicroMedex Clinical Decision SupportRisk Grouping](CRG)*Ingenix [http://www.ingenix.com/Products/Payers/NetworkCredentialingPayers/EnterpriseWideDecisionSupport/EpisodeTreatmentGroups/ Episode Treatment Groups] (ETG)*Ingenix [http://www.zynxingenix.com Zynx Health/Products/Payers/NetworkCredentialingPayers/EnterpriseWideDecisionSupport/EpisodeRiskGroups/ Episode Risk Groups](ERG)
*'''Medical Terminology Management'''===Rules Engines, Knowledge-bases===** [http://www.healthlanguagethomsonreuters.com/ Health Language]** [http:products_services/healthcare/www.apelon.com Apelon]** [http:healthcare_products/clinical_deci_support/www.e-imo.com Intelligent Medical ObjectsThompson Reutors MicroMedex Clinical Decision Support]** [http://www.3mtcszynx.com/ 3M]** [http://www.cap.org/apps/docs/snomed/sts/clinical_informatics.html CAP STSZynx Health]
===Medical Terminology Management===*'''Data Visualization'''[http://www.healthlanguage.com/ Health Language]*[http://www.apelon.com Apelon]* [http://spotfirewww.e-imo.com SpotfireIntelligent Medical Objects]*[https://www.hddaccess.com/products 3M]* [http://www.cordacap.org/apps/docs/snomed/sts/clinical_informatics.html CAP STS]* [http://ontoserver.csiro.au OntoServer]: Australian govt. initiative. Free to use in Australia, but licensed elsewhere.* [http://clinicalarchitecture.com/cordasymedical-companyhealthcare-informationterminology-management-software/ Symedical]* [http://b2i.php Cordasg/terminology-server/ Snow Owl by B2i]
*'''Consulting & Training Services'''** ===[http://www.the-modeling-agency.com/about.html The Modeling Agency]** [http://www.abbottanalytics.com/data-mining-consulting-services.php Abbott AnalyticsNLP & Speech Recognition]** [http://www.decisionmanagementsolutions.com/ Decision Management Solutions] (James Taylor)===
===Data Visualization===*[http://www.mappinghealth.com/ Mapping for Health]*'''Miscellaneous'''[http://spotfire.com Spotfire]*[http://www.corda.com/corda-company-information.php Corda] ===Consulting & Training Services===* [http://www.the-modeling-agency.com/about.html The Modeling Agency]* [http://www.abbottanalytics.com/data-mining-consulting-services.php Abbott Analytics]* [http://www.decisionmanagementsolutions.com/ Decision Management Solutions] (James Taylor)* [http://thomsonreuters.com/products_services/healthcare/healthcare_products/a-z/reform_solutions_hospitals_health/ Truven Health Analytics]: Division of Thomson Reuters* [http://www.dmg.org/ Data Mining Group](DMG) is an independent, vendor led consortium that develops data mining standards, such as the Predictive Model Markup Language (PMML).** [http://abbottanalytics.blogspot.com/Dean Abbott's Blog] on data mining

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