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Dr AI, cure my low back pain!

Talkat NDC Oslo 2018 · 2018-06-11..06-15· [machine-learning]
links:none on file
slides:none on file

A prototype uses a case-based reasoning case base of patient histories and exercise plans, then applies genetic-algorithm adaptation to recombine two retrieved plans into a new seven-exercise plan. Evaluation is leave-one-out with three medical experts rating quality and recommending plans; adapted plans appear among the top two almost as often as expert-created plans and score comparably on average, while unadapted reuse performs worse. This is a proof of concept, not a deployed system.

AI-written summary · about

  1. 0:00Start
  2. 0:36CASE BASED REASONING
  3. 2:24GENETIC ALGORITHMS
  4. 5:51EXPERIMENTS & RESULTS
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