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Medical Emergencies – Chief Complaint Extraction

To reduce unnecessary emergency visits, this platform evaluates patients’ health concerns over the phone and makes recommendations. Once a patient makes a triage call to a nurse to discuss their medical concerns, a chief complaint is recorded and evaluated in the system to provide the triage nurse with appropriate Schmitt-Thompson protocols.

These protocols begin a critical phase in the development of a chatbot functionality for patient triage.

Technologies

  • ParlAI
  • PyTorch
  • GPT-2
  • Kubernetes
  • Tornado
  • Rasa NLU
  • spaCy
  • WaveNet
  • Azure
  • Allen NLP
  • NLTK
  • Apache Spark & Luigi
  • Python

Leading Healthcare Services Provider