NLP & Speech Recognition

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  • Health Fidelity (based on Columbia’s MedLEE engine)
  • Wired Informatics: Founded 2013. Boston Children's Hospital spinoff. The R&D leader is same as the one behind open-source cTAKES engine.
  • Medicomp: Documentation tool. SDK.
  • Dragon Medical from Nuance: The biggest player, used by many other companies like MD-IT
  • MModal: Multiple solutions with Speech Recognition at core. Transcription, Documentation improvement.
  • CliniThink: Converts free-text medical data into structured information
  • Code Ryte: NLP engine that automatically assigns appropriate codes. Part of 3M now.
  • 360 Fresh: NLP for risk assessments and outcomes analysis. Acquired by Advisory Board.
  • MedCPU: Does free-text processing to deliver clinical workflow decision support
  • QPIDHealth: Aggregates EHR data, Does NLP search and manifests as apps.
  • Talix: Spinoff from Healthline. Uses proprietary NLP to do Analytics.
  • Sytrue: Based out of Chico, CA.
  • NarrativeDx: ?NLP & machine learning for patient feedback. $5.47 raised.
  • Linguamatics: NLP base text mining for Life Sciences and Healthcare. UK based. Founded 2001.

Voice-driven AI Assistants (Virtual Scribes)

  • Commure
  • Suki: Ex-flipart, google CEO. Raised $20M from Benihoff, Venrock, Social Capital. Focused on physician documentation for now.
  • SayKara: $2.5M seed. Seattle. Documentation focused.
  • Notable Health: Uses apple watch for voice-based physician-patient interaction workflows. $13.5M. Greylock.
  • Aiva: Techstars alum. Raised from Amazon Alexa fund and Google Assistant Investments.
  • Sopris Health: $3.4M raised. Denver.
  • Robin Healthcare: $15M, Berkeley, CA based. NVP.