title: Approach to extract billing data from medical documentation in Russia - lessons learned.
abstract: Lack of a proper infrastructure of health care providers leads to the breaks in the health care process Informatization. This results in the manifestation of different data entry point. The different data sets that are entered in these different points tend to serve the same task. However, due to the different qualification of staff a consistency of data cannot be preserved. The paper presents an approach where data is split to the different levels.
authors.affiliation: Tomsk Polytechnic University, Lenina 30, Tomsk, Russia.
authors.forename: Georgy
authors.initials: G
authors.lastname: Kopanitsa
authors.affiliation: Tomsk Polytechnic University, Lenina 30, Tomsk, Russia.
authors.forename: Vladimir
authors.initials: V
authors.lastname: Yampolskiy
mesh_terms: D004282:Documentation / Q000379:methods*; D006751:Hospital Information Systems / Q000458:organization & administration*; D016247:Information Storage and Retrieval / Q000379:methods*; D016347:Medical Records Systems, Computerized / Q000458:organization & administration*; D017146:Models, Organizational; D010350:Patient Credit and Collection / Q000458:organization & administration*; D012426:Russia