ML for doctors' work optimisation

Day 1 /  / Track 1  /  For practicing engineers

The talk will cover medical ML products made by DOC+. Two existing products will be described:

  1. Medical chat-bot for anamnesis and symptoms collection. Simplifies doctors' routine and optimizes patients' paths.

  2. Medical quality control system. Checks all electroniс health records in real time for formal and factual mistakes.

We will tell about:

  • setting business problems in terms of Data Science;
  • feature extraction from medical texts;
  • Classifiers and Recommendation Systems training;
  • implementation and field-testing in practice.

We will also demonstrate both products in action.