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start [2021/01/20 13:17] – created samistart [2021/09/15 00:45] (Version actuelle) pz
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-====== Bientôt un nouveau site... ======+====== PREDHIC: Predicting heart failure readmission and mortality using natural language processing ====== 
 + 
 +While natural language processing performance has increased in recent years from a technical point 
 +of view, it is important to investigate how it contributes to a decision-making task that helps a specialist 
 +based upon information found in text. In that context, the specialized domain limits the availability of 
 +in-domain training data and emphasizes the importance of terminology and a priori knowledge; and 
 +typically not only text, but also structured data need to be taken into account. PREDHIC investigates 
 +associated research directions in state-of-the-art neural text representation and classification 
 +methods, and evaluates their impact on a real task, with real data, with a multicentric design: the 
 +assessment of the risk of readmission and mortality of heart failure patients after hospital discharge, 
 +a question of high clinical interest. It associates NLP specialists from two computer science teams to 
 +medical information and heart failure specialists from two hospitals.
  
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