Fully automated AI-enabled, Medical Coding software to help your team work faster and smarter ClinionAI uses Deep Learning NLP models to automate the coding of Adverse Events and Concomitant Medication.
The AI Medical Coding algorithm has been trained on millions of biomedical terms for medical context learning using machine learning models.
MedDRA dictionaries are encoded and embedded in the model. Adverse event terms entered into Clinion EDC are matched with the MedDRA dictionary terms by the ML Algorithm and results with associated confidence scores are displayed. Users can choose the best fit!
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Https://arxiv.org/abs/2406.02061v1 research paper shows the reasoning breakdown in SOTA LLMs by asking a simple question, “Alice has N brothers and she also has M sisters. How many sisters does Alice’s brother have?” I investigated performance of different prompts on this question, and show that 'Expand-then solve' prompt significantly outperforms standard and chain-of-thought prompts. Article link -... - Source: Hacker News / about 4 hours ago
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