Innovative Approach for a Typology of Treatment Sequences in Early Stage HER2 Positive Breast Cancer Patients Treated With Trastuzumab in the French National Hospital Database.

Olivier Tredan,Marie Laurent,Melina Gilberg,Rim Ghorbal,Alexandre Vainchtock,Joannie Lortet-Tieulent,Martin Prodel,Julien Dupin

Cancer informatics（2022）

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摘要

The treatment sequences of most patients were in line with the recommendations in force. The machine learning approach provided a telling visual display of the results, thereby allowing healthcare professionals, health authorities, patients, and care givers to see the whole picture of the hospital-administered drug strategies.

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关键词

PMSI,Trastuzumab,artificial intelligence,breast cancer,claims database,clustering,early stage breast cancer,observational study,real-world evidence

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