From spoken narratives to domain knowledge: Mining linguistic data for medical image understanding

Highlights • The medical images that can be described more consensually by physicians tend to be less diagnostically challenging. • The medical images that can be described with highly related concepts by most physicians tend to be less diagnostically challenging. • We develop a method based on anch...

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Veröffentlicht in:	Artificial intelligence in medicine 2014-10, Vol.62 (2), p.79-90
Hauptverfasser:	Guo, Xuan, Yu, Qi, Alm, Cecilia Ovesdotter, Calvelli, Cara, Pelz, Jeff B, Shi, Pengcheng, Haake, Anne R
Format:	Artikel
Sprache:	eng
Schlagworte:	Applied sciences Artificial intelligence Biological and medical sciences Clustering algorithm Computer science control theory systems Computerized medical documentation Computerized, statistical medical data processing and models in biomedicine Correlation analysis Data Mining Data processing. List processing. Character string processing Diagnostic Imaging Diagnostic systems Exact sciences and technology General aspects Humans Image-based diagnostic reasoning Inspection Internal Medicine Lexical consensus Linguistics Medical Medical data analysis Medical sciences Memory organisation. Data processing Narratives Occupational training. Personnel. Work management Other Pattern recognition. Digital image processing. Computational geometry Physicians Semantic relatedness Software Unified Medical Language System
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