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Given the performance and success rate of Nuance's solution for radiology reports (Powerscribe 360) I would not be so pessimistic.



My guess is that application does actually use a custom language model to get that level of accuracy. As far as I know, Nuance doesn't offer any SDK or API that lets you specify your own language model; They just offer various applications with hardcoded language models.




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