The paper presents a cloud service for the formation of case records, the feature of which is a formal presentation of all entered patient data. A formal presentation of the case record is necessary for further processing of patient data by intelligent decision support services, as well as for obtaining new knowledge about the diagnosis and treatment of patients based on machine learning methods. The service is implemented on the medical portal of the IACPaaS cloud platform. The basic principles of development, architecture and software interface are presented. The technology of using the service is described.
References
1. Vaganova E.V. Medicinskie informacionnye sistemy kak ob"ekt ocenki: faktory i tendencii razvitiya. Vestn. Tom. gos. un-ta. Ekonomika. 2017 ; 37 : 113-130. (In Russ).
2. Berestneva O.G., S h aropin K.A., Starikova A.V., Kabanova L.I. Tekhnologiya formirovaniya baz znanij v medicinskih informacionnyh sistemah. Izvestiya YUFU. Tekhnicheskie nauki. 2010 ; 8 : 32-36. (In Russ).
3. Bledzhyanc G.A., Sarkisyan M.A., Isakova Y u.A., Tumanov N.A., Popov A.N., Begmurodova N.S h. Klyuchevye tekhnologii formirovaniya iskusstvennogo intellekta v medicine. Remedium. 2015 ; 12 : 10-15. (In Russ).
4. Burceva A.L., Berestneva E.V., Stepanenko N.P. Sozdanie bazy znanij dlya medicinskoj ekspertnoj sistemy. Sovremennye naukoemkie tekhnologii. 2016 ; 3–1 : 14–17. (In Russ).
5. Kobrinskij B.A. Komp'yuterizirovannye i distancionnye obuchayushchie sistemy (na primere medicinskoj diagnostiki). Otkrytoe obrazovanie. 2018 ; 22( 2 ): 45-53. doi: 10.21686/1818-4243-2018-2-45-53. (In Russ).
6. Gribova V.V., Kleshchev A.S., Moskalenko F M., Timchenko V.A., Fedorishchev L.A., S h alfeeva E.A. Oblachnaya platforma IACPaaS dlya razrabotki obolochek intellektual'nyh servisov: sostoyanie i perspektivy razvitiya. Programmnye produkty i sistemy. 2018 ; 31 ( 3 ): 527–536. (In Russ).
7. Gribova V.V., Kleshchev A.S., Moskalenko F.M., Timchenko V.A. Model' redaktora slozhnostrukturirovannyh informacionnyh edinic, upravlyaemogo metainformaciej, i ego realizaciya. Nauchno-tekhnicheskaya informaciya. Ser. 2. 2016 ; 2 : 1–13. (In Russ).
8. Gribova V.V., Kleshchev A.S., Moskalenko F.M., Timchenko V.A. Model' porozhdeniya orgrafov informacii po orgrafu metainformacii dlya dvuhurovnevoj modeli slozhnostrukturirovannyh informacionnyh edinic. Nauchno-tekhnicheskaya informaciya. Ser. 2. 2015 ; 12 : 26–38. (In Russ).
9. Gribova V.V., Petryaeva M.V., Okun' D.B., S h alfeeva E.A. Ontologiya medicinskoj diagnostiki dlya intellektual'nyh sistem podderzhki prinyatiya reshenij. Ontologiya proektirovaniya. 2018 ; 1(27) : 58-73. (In Russ).
10. Nenasheva E.O., Pal'chunov D.E. Razrabotka avtomatizirovannyh metodov preobrazovaniya predlozhenij estestvennogo yazyka v beskvantornye formuly logiki predikatov. Vestnik NGU. Seriya: Informacionnye tekhnologii. 2017 ; 15( 3 ): 49-63. (In Russ). doi: 10.25205/1818-7900-2017-15-3-49-63.
11. Klyshinsky E., Gribova V.V., Shakhgeldyan C., Shalfeeva E.A., Okun D.B., Geltser B.I., Gorbach T.A., Karpik O.D. Formalization of Medical Records Using an Ontology: Patient Complaints. Communications in Computer and Information Science. 2020; 1086: 141–152. d oi: 10.1007/978-3-030-39575-9_14.
2. Berestneva O.G., S h aropin K.A., Starikova A.V., Kabanova L.I. Tekhnologiya formirovaniya baz znanij v medicinskih informacionnyh sistemah. Izvestiya YUFU. Tekhnicheskie nauki. 2010 ; 8 : 32-36. (In Russ).
3. Bledzhyanc G.A., Sarkisyan M.A., Isakova Y u.A., Tumanov N.A., Popov A.N., Begmurodova N.S h. Klyuchevye tekhnologii formirovaniya iskusstvennogo intellekta v medicine. Remedium. 2015 ; 12 : 10-15. (In Russ).
4. Burceva A.L., Berestneva E.V., Stepanenko N.P. Sozdanie bazy znanij dlya medicinskoj ekspertnoj sistemy. Sovremennye naukoemkie tekhnologii. 2016 ; 3–1 : 14–17. (In Russ).
5. Kobrinskij B.A. Komp'yuterizirovannye i distancionnye obuchayushchie sistemy (na primere medicinskoj diagnostiki). Otkrytoe obrazovanie. 2018 ; 22( 2 ): 45-53. doi: 10.21686/1818-4243-2018-2-45-53. (In Russ).
6. Gribova V.V., Kleshchev A.S., Moskalenko F M., Timchenko V.A., Fedorishchev L.A., S h alfeeva E.A. Oblachnaya platforma IACPaaS dlya razrabotki obolochek intellektual'nyh servisov: sostoyanie i perspektivy razvitiya. Programmnye produkty i sistemy. 2018 ; 31 ( 3 ): 527–536. (In Russ).
7. Gribova V.V., Kleshchev A.S., Moskalenko F.M., Timchenko V.A. Model' redaktora slozhnostrukturirovannyh informacionnyh edinic, upravlyaemogo metainformaciej, i ego realizaciya. Nauchno-tekhnicheskaya informaciya. Ser. 2. 2016 ; 2 : 1–13. (In Russ).
8. Gribova V.V., Kleshchev A.S., Moskalenko F.M., Timchenko V.A. Model' porozhdeniya orgrafov informacii po orgrafu metainformacii dlya dvuhurovnevoj modeli slozhnostrukturirovannyh informacionnyh edinic. Nauchno-tekhnicheskaya informaciya. Ser. 2. 2015 ; 12 : 26–38. (In Russ).
9. Gribova V.V., Petryaeva M.V., Okun' D.B., S h alfeeva E.A. Ontologiya medicinskoj diagnostiki dlya intellektual'nyh sistem podderzhki prinyatiya reshenij. Ontologiya proektirovaniya. 2018 ; 1(27) : 58-73. (In Russ).
10. Nenasheva E.O., Pal'chunov D.E. Razrabotka avtomatizirovannyh metodov preobrazovaniya predlozhenij estestvennogo yazyka v beskvantornye formuly logiki predikatov. Vestnik NGU. Seriya: Informacionnye tekhnologii. 2017 ; 15( 3 ): 49-63. (In Russ). doi: 10.25205/1818-7900-2017-15-3-49-63.
11. Klyshinsky E., Gribova V.V., Shakhgeldyan C., Shalfeeva E.A., Okun D.B., Geltser B.I., Gorbach T.A., Karpik O.D. Formalization of Medical Records Using an Ontology: Patient Complaints. Communications in Computer and Information Science. 2020; 1086: 141–152. d oi: 10.1007/978-3-030-39575-9_14.
For citation
Gribova V.V., Fedorischev L. A. Cloud service for the formation of formalized case records. Medical doctor and information technology. 2020; S1: 51-57. (In Russ.). doi: 10.37690/1811-0193-2020-S1-51-57.
Documents
Keywords