☆ 3.8 Proceedings Paper

Development of a Framework Dealing with Partial Data Unavailability and Unstructuredness to Support Post-Market Surveillance

2023 IEEE EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS, BHI (2023)

Validation of CORE-MD PMS Support Tool: A Novel Strategy for Aggregating Information from Notices of Failures to Support Medical Devices’ Post-Market Surveillance

Yijun Ren et al.

Therapeutic Innovation & Regulatory Science (2023)

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Article Computer Science, Artificial Intelligence

A Survey on Deep Learning for Named Entity Recognition

Jing Li et al.

Summary: This paper provides a comprehensive review of existing deep learning techniques for named entity recognition (NER), including NER resources, categorization methods, and recent applied techniques. The paper introduces the basics of NER systems and outlines future research directions and challenges in the field.

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2022)

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Article Orthopedics

Improved clinical investigation and evaluation of high-risk medical devices: the rationale and objectives of CORE-MD (Coordinating Research and Evidence for Medical Devices)

A. G. Fraser et al.

Summary: In the EU, the management of medical devices involves collaboration between various authorities, including approval by the European Medicines Agency, conformity assessment by independent bodies, and clinical research. The latest Medical Device Regulation, in effect since 2021, provides general principles for evaluating and approving medical devices, but faces challenges in methodological details.

EFORT OPEN REVIEWS (2021)

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Review Public, Environmental & Occupational Health