Scheme for Unstructured Knowledge Representation in Medical Expert System for Low Back Pain Management

Autor: Subrata Goswami, Sounak Sadhukhan, Sayantika Das, Debarpita Santra, Shreya Sinha, Swapan Kumar Basu
Rok vydání: 2018
Předmět:
Zdroj: Smart Intelligent Computing and Applications ISBN: 9789811319266
DOI: 10.1007/978-981-13-1927-3_4
Popis: A fundamental requirement to achieve effectiveness in a medical expert system is the proper representation of knowledge about a patient. Knowledge about a patient is stored in the expert system in terms of clinical records which should contain information about multiple visits of the patient. During each visit, several conversations are made between the patient and the consulting physician. These conversations, being unstructured in nature, cannot be stored in the computer using available structured knowledge representation schemes. So, we propose a recursive frame-based structure for representing clinical records. The frames related to a patient collectively form a frame system, where one frame may point to other frames. The proposed representation scheme is complete, consistent, and free from redundancy.
Databáze: OpenAIRE