ACCURACY OF THE SENTENCE-BERT SEMANTIC SEARCH SYSTEM FOR A JAPANESE DATABASE OF CLOSED MEDICAL MALPRACTICE CLAIMS

Accuracy of the Sentence-BERT Semantic Search System for a Japanese Database of Closed Medical Malpractice Claims

In this study, we developed a similar text retrieval system using Sentence-BERT (SBERT) for our Speaker database of closed medical malpractice claims and investigated its retrieval accuracy.We assigned each case in the database a short Japanese summary of the accident as well as two labels: the category was classified as a hospital department mainl

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Towards Standardized, Safe, and Efficacious Screening Approaches to Patients with Lower Extremity Peripheral Arterial Disease in the Setting of Lower Extremity Arthroplasty

Introduction: Peripheral arterial disease (PAD) impedes the ability to recover from lower extremity arthroplasties (LEA) while simultaneously increasing risks of peri- and postoperative complications, morbidity, and mortality.Despite the known risks that PAD presents, TV Antenna Outlet there are currently no standards outlining how practitioners sh

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