id	author	title	date	pages	extension	mime	words	sentences	flesch	summary	cache	txt
cord-244388-dxrrpxl7	Marchiori, Chiara	Artificial Intelligence Decision Support for Medical Triage	2020-11-09		.txt	text/plain	4989	244	47	Built on case records and guidelines using AI-based methods, the system consists of the following building blocks: 1) an engine for the automated ingestion of unstructured clinical notes, the extraction of relevant medical entities and their organization into a knowledge graph (KG); 2) a data-driven dialog system that allows a conversation with such medical knowledge base and drives the patient interactions; 3) an inference engine able to suggest the most appropriate recommendation in terms of point of care and time frame for treatment. After ontology creation, the input case records together with the extracted medical concepts and metadata were automatically ingested and organized in a language agnostic knowledge graph (KG). For the neural network based model we constructed a training corpus masking one or multiple medical concepts from each patient case and optimised the network to predict the obscured features.	./cache/cord-244388-dxrrpxl7.txt	./txt/cord-244388-dxrrpxl7.txt