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Enhancing Summarization Performance through Transformer-Based Prompt Engineering in Automated Medical Reporting

Enhancing Summarization Performance through Transformer-Based Prompt Engineering in Automated Medical Reporting

by | 5 January 2024 | HealthINF 2024 - 17th International Conference on Health Informatics, Publications

Customized medical prompts enable Large Language Models (LLM) to effectively address medical dialogue summarization. The process of medical reporting is often time-consuming for healthcare professionals. Implementing medical dialogue summarization techniques presents...
Comparative Experimentation of Accuracy Metrics in Automated Medical Reporting: The Case of Otitis Consultations

Comparative Experimentation of Accuracy Metrics in Automated Medical Reporting: The Case of Otitis Consultations

by | 5 January 2024 | HealthINF 2024 - 17th International Conference on Health Informatics, Publications

Generative Artificial Intelligence (AI) can be used to automatically generate medical reports based on transcripts of medical consultations. The aim is to reduce the administrative burden that healthcare professionals face. The accuracy of the generated reports needs...