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词条 Draft:Infermedica
释义

  1. Product

  2. Technology

  3. Implementations

  4. See also

  5. References

  6. External links

Infermedica is a healthcare IT company founded in 2012[1] in Poland that develops innovative medical software based on artificial intelligence technologies[2][3]. It creates an intelligent decision support systems for triage and preliminary medical diagnosis, for use by patients, physicians and other medical professionals. The company is supported by the European private and institutional investors such as RTAventures, InnovationNest[4] and Venture Inc[5][6][7] and is a part of a startup healthcare accelerator DreamIT Health based in Philadelphia[8]. It employs over 30 people that include doctors, engineers and data scientists.[9]

In 2016 Infermedica was one of the 9 Polish companies selected for funding in the Horizon 2020 SME Instrument[10][11][12]. The company is one of the key vendors in healthcare artificial intelligence market[13][14].

Infermedica’s business model is subscription-based and B2B-only. The products are offered globally as white-labeled solutions to organizations such as: health insurance companies, hospitals, telehealth companies, self-insured employers and health IT companies[15].

Product

Company core product is a symptom checker platform for patients that uses AI to perform a preliminary diagnostic interview. The AI suggests the most suitable and cost-efficient action to take such as visiting or calling a doctor, self-care treatment or going to an emergency department in case of highly severe symptoms. Infermedica assists patients in making the best decisions regarding their symptoms and allows healthcare companies to save money by making sure that patients use the proper services to treat their health issues.

Infermedica is available in the form of three complementary SaaS products:

  • HealthForm - a white-labeled enterprise-level platform for symptom checking and clinical decision support.
  • Call Center Triage platform - cloud-based software that helps operators in making informed triage recommendations.
  • Infermedica API[16] - open developer portal that allows integrating the diagnostic engine into 3rd party software[17][18].

Company products are available in 12 language versions and are CE certified (as Medical Device class I)[19].

Technology

The core of Infermedica’s technology is a scalable and high-performance recommendation engine, which is a proprietary technology. Provided with patient’s symptoms and risk factors, the engine allows to process data in the knowledge base and compute the probabilities of likely conditions.

Looking at the platform architecture, Infermedica has two primary components. The inference engine and the medical knowledge base. The inference engine is an advanced statistical algorithm designed to resemble reasoning of expert level human diagnosticians. The system uses a scalable and efficient distributed reasoning engine based on multiple Bayesian networks.[20] The medical knowledge base is developed and curated by the team of doctors and data extraction algorithms. The database currently includes over 800 conditions[9][21], 1,500 symptoms[22] and lab tests results.

The company claims to score 92% accuracy in listing the correct diagnosis in validation tests performed against real patient cases from The British Medical Journal, The New England Journal of Medicine, The Journal of the American Medical Association, and others[23].

Implementations

Infermedica has been implemented by some international companies such as Allianz, Dovera[24], Everyday Health or Medicover[25].

Infermedica products have been used so far by over 3 million patients worldwide[26]. It has a mobile symptom checker application Symptomate available from Google Play[27]. The company released the first symptom checker voice assistant for three major voice platforms: Amazon Alexa[28], Microsoft Cortana[29], and Google Assistant[30].

See also

  • Artificial intelligence in healthcare
  • Clinical decision support system
  • Inference engine

References

1. ^{{cite web|last=Sennaar|first=Kumba|title=Chatbots for Healthcare – Comparing 5 Current Applications|url=https://www.techemergence.com/chatbots-for-healthcare-comparison/ | date= 2018-11-12 | publisher=TechEmergence|accessdate=15 November 2018}}
2. ^[https://www.bloomberg.com/research/stocks/private/snapshot.asp?privcapId=323384135 Infermedica Sp. z o.o: Private Company Information] Bloomberg, Retrieved 2018-11-17.
3. ^[https://pitchbook.com/profiles/company/61231-06 Infermedica Company Profile: Valuation & Investors] PitchBook, Retrieved 2018-11-17.
4. ^[https://www.innovationnest.co/blog/infermedica-joins-our-portfolio/ Infermedica joins our portfolio] InnovationNest, Retrieved 2018-11-17.
5. ^[https://ventureinc.com/portfolio/ Venture Inc - Portfolio] Venture Inc, Retrieved 2018-11-15.
6. ^[https://www.crunchbase.com/organization/infermedica#section-investors Infermedica Profile] Crunchbase, Retrieved 2018-11-15.
7. ^[https://www.reuters.com/article/idUSFWN15903Z BRIEF-Venture Incubator buys 27 pct stake in Infermedica] Reuters, Retrieved 2018-11-15.
8. ^{{cite web|last=Lovett|first=Laura|title=Healthcare accelerator Dreamit announces spring cohort|url=https://www.mobihealthnews.com/content/healthcare-accelerator-dreamit-announces-spring-cohort | date= 2018-03-22 | publisher=MobiHealthNews|accessdate=15 November 2018}}
9. ^1 {{cite web|last=Liu|first=John|title=Healthcare skill is comparatively easy to access on the Cortana platform: Infermedica|url=https://www.asmag.com/showpost/27208.aspx | date= 2018-06-12 | publisher=Asmag.com|accessdate=18 November 2018}}
10. ^Success of Polish companies in Horizon 2020 National Contact Point for Research Programmes of the European Union, Retrieved 2018-11-17.
11. ^[https://sme.easme-web.eu/?b=920875418 EIC SME Instrument data hub - Infermedica Sp. z o.o.] EASME, Retrieved 2018-11-17.
12. ^[https://cordis.europa.eu/project/rcn/208150_en.html Disruptive Artificial Intelligence engine to facilitate rapid low cost development of specialist e-health applications for smart decision making in medical pre-diagnosis] CORDIS, Retrieved 2018-11-17.
13. ^[https://marketintelligencedata.com/2018/11/13/global-healthcare-chatbots-market-size-status-and-forecast-2018-2025/ Global Healthcare Chatbots Market Size, Status and Forecast 2018-2025] Market Intelligence Data, Retrieved 2018-11-15.
14. ^[https://medicalfuturist.com/top-12-health-chatbots The Top 12 Health Chatbots] The Medical Futurist, Retrieved 2018-11-15.
15. ^[https://www.prnewswire.com/news-releases/medical-ai-startup-infermedica-releases-a-new-platform-for-insurers-300584700.html Medical AI Startup Infermedica Releases a New Platform for Insurers] (Press release) PR Newswire, Retrieved 2018-11-15.
16. ^[https://medium.com/hacking-healthcare/hacking-healthcare-modernizing-healthcare-it-f42baca1dc7 Hacking Healthcare: Modernizing Healthcare IT] Medium, Retrieved 2018-11-18.
17. ^{{cite web|last=McMillan|first=Candice|title=Infermedica API Provides Healthcare Diagnostic Insights|url=https://www.programmableweb.com/news/infermedica-api-provides-healthcare-diagnostic-insights/brief/2015/05/21 | date= 2015-05-21 | publisher=ProgrammableWeb|accessdate=15 November 2018}}
18. ^[https://rapidapi.com/volodimir.kudriachenko/api/Infermedica Infermedica API] RapidAPI, Retrieved 2018-11-17.
19. ^[https://blog.infermedica.com/weve-moved-symptomate-to-the-next-level/ We’ve moved Symptomate to the next level] Infermedica Blog, Retrieved 2018-11-15.
20. ^{{cite book |last1=Peek |first1=Niels |last2=Marín Morales |first2=Roque Luis |last3=Peleg |first3=Mor |title=Artificial Intelligence in Medicine: 14th Conference on Artificial Intelligence in Medicine, AIME 2013, Murcia, Spain, May 29 -- June 1, 2013, Proceedings |date=December 6, 2013 |publisher=Springer |location=Murcia |isbn=9783642383267 |page=145}}
21. ^[https://developer.infermedica.com/docs/available-conditions Available conditions] developers.infermedica.com, Retrieved 2018-11-15.
22. ^[https://developer.infermedica.com/docs/available-symptoms Available symptoms] developers.infermedica.com, Retrieved 2018-11-15.
23. ^[https://developer.infermedica.com/docs/content#7-regression-testing Regression testing] developers.infermedica.com, Retrieved 2018-11-15.
24. ^Dreamit Startup Infermedica Wins HIMSS Award DreamIt Ventures, Retrieved 2018-11-15.
25. ^{{cite web|last=Torres|first=Roberto|title=At Dreamit’s HealthTech Demo Day, a penchant for machine learning and AI|url=https://technical.ly/philly/2018/06/05/dreamit-healthtech-demo-day-2018/| date= 2018-06-05 | publisher=technical.ly]|accessdate=15 November 2018}}
26. ^[https://blog.infermedica.com/infermedica-2017/ Infermedica 2017: Year in review] Infermedica Blog, Retrieved 2018-11-15.
27. ^[https://appgrooves.com/app/symptomate-symptom-checker-by-infermedica-sp-z-o-o Symptomate - Symptom Checker] AppGrooves, Retrieved 2018-11-15.
28. ^[https://www.amazon.com/Infermedica-Symptom-Checker/dp/B071JFJWZC Symptom Checker] Amazon.com, Retrieved 2018-11-15.
29. ^[https://www.microsoft.com/en-us/cortana/skills/all/symptomate Symptomate - Cortana Skills] Microsoft Cortana, Retrieved 2018-11-15.
30. ^[https://assistant.google.com/services/a/uid/000000a04396478b Symptomate | Google Assistant] Google Assistant, Retrieved 2018-11-15.

External links

  • [https://www.infermedica.com Infermedica] corporate website
  • [https://symptomate.com Symptomate] product website

5 : 2012 establishments in Poland|Internet properties established in 2012|Software companies of Poland|Information technology companies of Poland|Polish brands
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