MISTIC: a novel approach for metastasis classification in Italian electronic health records using transformers

Abstract Background Analysis of Electronic Health Records (EHRs) is crucial in real-world evidence (RWE), especially in oncology, as it provides valuable insights into the complex nature of the disease. The implementation of advanced techniques for automated extraction of structured information from...

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Bibliographic Details
Main Authors: Livia Lilli, Mario Santoro, Valeria Masiello, Stefano Patarnello, Luca Tagliaferri, Fabio Marazzi, Nikola Dino Capocchiano
Format: Article
Language:English
Published: BMC 2025-04-01
Series:BMC Medical Informatics and Decision Making
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Online Access:https://doi.org/10.1186/s12911-025-02994-w
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