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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.hcinsight.com Healthcare Insight] | |||
* [http://www.360fresh.com 360Fresh] | |||
* [http://www.explorys.com Explorys] | |||
* [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.sdihealth.com/about_us/main.aspx SDI] | |||
* [http://www.healthdialog.com/Main/Measurableresults/AllProductsandServices/AnalyticSolutions Health Dialog] | |||
* [http://www.anvitahealth.com/Anvita_Insight_Analysis_Engine/ Anvita Health] (Formerly SafeMed) | |||
* [http://www.potentiamed.com PotentiaMed] | |||
* [http://www.medeanalytics.com/healthcare-analytics-solutions/medeanalytics-solutions.html MedeAnalytics] | |||
* [http://www.recomdata.com/solutions.html Recombinant Data Corp.] | |||
* [http://www.predictive-medical.com Predictive Medical Technologies] | |||
* [http://www.archimedesmodel.com Archimedes Model] | |||
* [http://www.humedica.com Humedica] | |||
* [http://www.kyruus.com/ Kyruus] | |||
* [http://www.activehealth.com/data-analytics.php Active Health (Aetna)] | |||
* [http://www.humedica.com Humedica] | |||
* [http://www.anthemhi.com/products Anthem Healthcare Intelligence] | |||
* [http://www.ginger.io/Main/Platform Ginger.io] | |||
* [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 Innovalon] | |||
* [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] | |||
'''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.tibco.com/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.revolution-computing.com/ Revolution Computing] (creators of 'R' Statistical Modeling Language) | |||
* [http://www.netezza.com/data-warehouse-appliance-industries/lifesciences.aspx Netezza] | |||
* [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] | |||
---- | |||
Below are some focused offerings that may not directly provide advanced healthcare analytics, but enable it in some way. I consider them to bel 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] | |||
**[http://acg.jhsph.edu/ ACG] by Johns Hopkins | |||
**3M [http://solutions.3m.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) | |||
*'''Rules Engines, Knowledge-bases''' | |||
**[http://thomsonreuters.com/products_services/healthcare/healthcare_products/clinical_deci_support/ Thompson Reutors MicroMedex Clinical Decision Support] | |||
**[http://www.zynx.com Zynx Health] | |||
*'''Medical Terminology Management''' | |||
** [http://www.healthlanguage.com/ Health Language] | |||
** [http://www.apelon.com Apelon] | |||
** [http://www.e-imo.com Intelligent Medical Objects] | |||
** [http://www.3mtcs.com/ 3M] | |||
** [http://www.cap.org/apps/docs/snomed/sts/clinical_informatics.html CAP STS] | |||
* '''[[NLP & Speech Recognition]]''' | |||
*'''Data Visualization''' | |||
**[http://www.mappinghealth.com/ Mapping for Health] | |||
** [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 | |||
*'''Miscellaneous''' | |||
** [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 |
Revision as of 23:34, 4 March 2014
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 this page.
Healthcare-Industry Focused Analytics
- MEDai
- Health Dialog
- Ingenix (now Optum)
- SCIOinspire
- Healthcare Insight
- 360Fresh
- Explorys
- Verisk Health (DxCG)
- Apixio
- Viewics: Lab focused BI
- SpectraMD
- SDI
- Health Dialog
- Anvita Health (Formerly SafeMed)
- PotentiaMed
- MedeAnalytics
- Recombinant Data Corp.
- Predictive Medical Technologies
- Archimedes Model
- Humedica
- Kyruus
- Active Health (Aetna)
- Humedica
- Anthem Healthcare Intelligence
- Ginger.io
- Health Data Insights
- Myne Health
- CliniCast: Analytic solutions to help optimize population and case management
- Comprehend Clinical
- GNS Healthcare
- Healthcare Dataworks
- Diagnosis One
- Health Level
- Innovalon
- Allazo Health: Nascent startup with analytics focused on Med Adherence only
- RxAnte: Analytics platform for medication adherence and management
- EMBI Emergency Medicine Business Intelligence and analytics
- Health Catalyst
- iVantage: Got $10M funding in June 2013
- Medacist: Analytics for Pharmacy Auditing
- ArborMetrix
- Flatiron: Focusing on Oncology initially. Backed by big tech names like Google Ventures, Social+Capital.
- Qpid Health
- Kyron: Stealth mode
- iVantage
Generic Analytics (Industry Agnostic)
- SAS JMP
- QlikView
- ArtinSoft
- FICO
- TIBCO
- IBM Infosphere
- Autonomy
- Revolution Computing (creators of 'R' Statistical Modeling Language)
- Netezza
- Dimensional Insight
- Salford Systems
- Splunk: Operational analytics from machine/device data
- Ayasdi: Hot startup, based on Topological Data Analysis research from Stanford. Khosla funded.
- Predilytics: Machine learning applied to population health
- Predixion
Below are some focused offerings that may not directly provide advanced healthcare analytics, but enable it in some way. I consider them to bel tools/services that complement the broader value proposition of the companies listed above.
- Morbidity Scoring/Classification Tools
- DxCG
- ACG by Johns Hopkins
- 3M Clinical Risk Grouping (CRG)
- Ingenix Episode Treatment Groups (ETG)
- Ingenix Episode Risk Groups (ERG)
- Rules Engines, Knowledge-bases
- Medical Terminology Management
- Data Visualization
- Consulting & Training Services
- The Modeling Agency
- Abbott Analytics
- Decision Management Solutions (James Taylor)
- Truven Health Analytics: Division of Thomson Reuters
- Miscellaneous
- Data Mining Group(DMG) is an independent, vendor led consortium that develops data mining standards, such as the Predictive Model Markup Language (PMML).
- Abbott's Blog on data mining