title: An intelligent assistant for physicians.
abstract: This paper presents a software tool developed for assisting physicians during an examination process. The tool consists of a number of modules with the aim to make the examination process not only quicker but also fault proof moving from a simple electronic medical records management system towards an intelligent assistant for the physician. The intelligent component exploits users' inputs as well as well established standards to line up possible suggestions for filling in the examination report. As the physician continues using it, the tool keeps extracting new knowledge. The architecture of the tool is presented in brief while the intelligent component which builds upon the notion of multilabel learning is presented in more detail. Our preliminary results from a real test case indicate that the performance of the intelligent module can reach quite high performance without a large amount of data.
authors.forename: Dimitris
authors.initials: D
authors.lastname: Gavrilis
authors.forename: George
authors.initials: G
authors.lastname: Georgoulas
authors.forename: Nikolaos
authors.initials: N
authors.lastname: Vasiloglou
authors.forename: George
authors.initials: G
authors.lastname: Nikolakopoulos
mesh_terms: D000465:Algorithms; D020000:Decision Support Systems, Clinical; D003936:Diagnosis, Computer-Assisted; D001330:Electronic Data Processing; D057286:Electronic Health Records; D017048:Health Care Costs; D006801:Humans; D015233:Models, Statistical; D010820:Physicians; D011787:Quality of Health Care; D012984:Software; D014584:User-Computer Interface