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The latter, not the former. The former is extraction, not prediction. A lot of factors go into predicting the post-acute care route that results in the best ou
by pilotneko 3y ago
The latter, not the former. The former is extraction, not prediction.
A lot of factors go into predicting the post-acute care route that results in the best outcome. You are correct that it would be possible to create features using an LLM, but that is a very difficult problem
compared to simply treating the problem as a sequence classification.
- jerrygenser 3y agoAgreed that there are better approaches than LLm to solve this problem There are deep learning and sequence models that are focused on this task using extracted structured info. Wouldn't you be better off using llm or any extraction + linking model to identify medical concepts and then a model that only understands medical concepts in order to do predict the next medical concepts.