Емпиричен бейсовски подход при работа с медицински данни

  • Антон Славчев Георгиев Научни

Абстракт

Абстракт: В статията са анализирани възможностите, предоставяни от Бейсовската параметрична емпирична процедура, в ситуации при които е необходимо съвместяване на едно­род­ни дан­ни, постъпващи от диверсифицирани източници на информация за ме­дико-диаг­нос­­тич­ни изследвания, за различни заболявания, за въздей­ствието на нови меди­каменти върху здравословното състояние на пациен­ти. Предложената процедура се основава на дискретна апроксимация на априорното разпределение.  

Биографични данни

Антон Славчев Георгиев, Научни

доц. д.т.н Антон Славче Георгиев

Технически университет Варна

Литература

References
[1] Will Gemma. The 6 Types Of Knowledge: From A Priori To Procedural. May 19, 2014.
[2] Vladimira Boyadzhieva, Nikolai Stoiov, Tsvetoslav Georgiev, Guenka Petrova. How to treat patients with rheumatoid arthritis? Opportunities and benefits of the implemen¬ta¬tion of a pharmacoeconomic cost-effectiveness analysis. January 2015.
[3] Tsvetoslav Georgiev, Rumen Stoilov, Marin Penkov, Andrey Trifonov. Radiographic Assessment of Knee Osteoarthritis. Revmatologiia, Sep 2016.
[4] Tsvetoslav Georgiev, M. Ivanova, R. Stoiov. Recent trends in the pathogenic mechanism of osteoarthritis. Revmatologiia. October 2013.
[5] Tsvetoslav Georgiev, Rumen Stoilov, Vladimira Boyadzhieva, M. Ivanova. Hyaluronic acid - Historical data, classification, mechanism of action and recommendations. January 2014.
[6] Tsvetoslav Georgiev, Rumen Stoilov, M. Ivanova. Biomarkers in osteoarthritis. January 2013
[7] Tsvetoslav Georgiev. A mathematical method for integration of information, which is similar in nature, for the purpose of medical research. Journal „Компютърни науки и ко¬му¬ника¬ции”, V.5, N.1, 2016, pp.51-59. ISSN:1314-7846.
http://ojs.bfu.bg/index.php/knk/article/view/201/251
[8] Tsvetoslav Georgiev, Anton Georgiev. Statistical method for the purpose of medical research based on involvement of a priori data interpretation of running experimental results (Ста¬тис¬тически метод за целите на медицинските изследвания, основаващ се на из¬ползва¬нето на априорни данни при анализа на текущите експериментални резул¬та¬ти). Hi Tech Journal / HiTech Agency ISSN 2534-9996 [S.l.], Vol1 N1 (1), 2017. pp. 2-9, http://hitech.agency/hit/index.php/hit/article/view/12
[9] Tsvetoslav Georgiev, Anton Georgiev, Nikolay Nikolov, Toncho Papanchev. Нови възможности за редукция на срока за добиване на достоверна и точна информация за целите на медицинските изследвания. (NEW OPPORTUNITIES FOR ACCELERATED EXTRACTION OF RELIABLE AND ACCURATE INFORMATION FOR THE PURPOSE OF MEDICAL-DIAGNOSTIC RESEARCH). Scientific Forum "Innovation and Business", Technical University - Varna, 14.10.2016.
[10] Rosen Vasilev, Vladimir Chikov, Valentin Gyurov, Ivaylo Nedelchev, Stoyan Tashev, Asen Krastilev, Tzvetan Alistarov, Natalia Nikolova, "System for intelligent measuring, registering and control in electrical substation", E+E, Vol. 50. No 5-6/2015, pp.18-24
[11] Rosen Vasilev, Intelligence System for Measuring and Automation Control of Air and Cable Outlets, Conference proceedings of 6-th international conference Tehnonav 2008, pp. 534÷538. Ovidius University Press, ISBN 978-973-614-447-9.
[12] Росен Василев, Илия Маринов, Димитър Димитров. Методика за вътрешно лабора¬тор¬но калибриране на термометри, XIX научен симпозиум с МУ “Мет¬¬ро¬ло-гия и метрологично осигуряване 2009”, 10÷14.09.2009, гр. Созо¬пол, 488-495.
[13] Orlin Stanchev, Angel Marinov, Emilian Bekov. Experimental analysis of energy transfer of piezoelectric polymer transformers. XIX-th International Symposium on Electrical Apparatus and Technologies SIELA 2016 ( IEEE conference and IEEE holds the copyright of the Symposium Proceedings ), 29 May – 1 June 2016 Bourgas, Bulgaria.
[14] Nikolay Nikolov, Anton Georgiev, Toncho Papanchev, Tsvetoslav Georgiev, Dimitar Zla-tev. Reliability Assessment of Sensor Networks. Scientific Forum "Innovation and Business", Technical University - Varna, 14.10.2016.
[15] Anton Georgiev, Nikolay Nikolov „Structural reliability analysis of a star structured complex electronic system” Електронно списание „Компютърни науки и комуникации” Vol.4, 2015. pp.44-51. ISSN:1314-7846 http://ojs.bfu.bg/index.php/knk/article/view/190/244
[16] Anton Georgiev, Toncho Papanchev, D. Kovachev Evaluation of Technical Condition of a Radar with Redundancy. International journal of engineering and innovative technology. (IJEIT) ISSN:2277-3754 / International Association of Scientific Innovation and Research (IASIR)/. ISO 9001:2008 Certified International Journal: V. 4, Issue 6, December 2014. pp. 185-192. http://www.ijeit.com/archivedescription.php?id=38
[17] Toncho Papanchev, Anton Georgiev, G. Todorinov. Analysis of parameter estimation methods for Weibull distribution and interval data. International journal of engineering and innovative technology (IJEIT), ISSN:2277-3754 /International Association of Scientific Innovation and Research (IASIR)/. ISO 9001:2008 Certified International Journal: V. 3, Issue 9, March 2014. pp. 230-235. http://www.ijeit.com/Vol%203/Issue%209/IJEIT1412201403_38.pdf
[18] Neli Georgieva, Anton Georgiev, Dimitar Kovachev, Evaluation of the technical conditi¬on of stroboscopic device “Terminator-2”, 27th International Spring Seminar on Electro¬nics Technology: Meeting the Challenges of Electronics Technology Progress, Pro-ceedings IEEE, ISSE2004. Annual School. Lectures, V. 24, IEEE Catalog 04EX830. ISBN0-7803-8422-9, INSPEC Accession Number: 8496584 pp.221-225. DOI:10.1109/ISSE.2004.1490424 http://ieeexplore.ieee.org/Xplore/login.jsp?url=/iel5/9976/32042/01490424.pdf?arnumber=1490424
[19] Toncho Papanchev, Anton Georgiev, Hristo Gigov, Neli Georgieva, Georgi Todorinov, A Study on Reliability Characteristics of Programmable Temperature Controller, XX International Scientific Conference ELECTRONICS - ET2011, Sozopol Bulgaria, 14-16.09.2011. Annual journal of Electronics, 2011, Vol. 5, pp. 206-209, ISSN 1313-1842.
[20] Anton Georgiev, Toncho Papanchev, Nikolay Nikolov. Reliability assessment of power semiconductor devices. XIX-th International Symposium on Electrical Apparatus and Technologies SIELA 2016 (IEEE conference), 29.05-1.06.2016 Bourgas, Bulgaria, ISBN: 978-1-4673-9522-9; ISBN: 978-1-4673-9523-6INSPEC Accession Number: 16229936, DOI: 10.1109/SIELA.2016.7543003
[21] Anton Georgiev, Nikolay Nikolov, Toncho Papanchev. Maintenance process efficiency when conduct reliability-centered maintenance of complex electronic systems. XIX-th International Symposium on Electrical Apparatus and Technologies SIELA 2016 ( IEEE conference), 29.05-1.06.2016 Bourgas, Bulgaria, ISBN: 978-1-4673-9522-9; ISBN: 978-1-4673-9523-6INSPEC Accession Number: 16229991, DOI: 10.1109/SIELA.2016.7543002
[22] Anton Georgiev, Neli Georgieva. ‘Estimation of the failureless work of micro¬electronic devices via non-homogeneous pri¬ori data’. Annual School Lectures Special Issue II. 21-th International “Spring” Seminar on Semiconductor and Hybrid Tech¬nologies, Vo¬l. 21, N. 2, Sofia, 1999. ISSN 0861-0797.p.15-20.
[23] Ledermann W., E. Lloyd. Handbook of applicable mathematics: Vol. VI: STATISTICS, Part A. Chichester-New York-Brisbane-Toronto-Singapore John Wiley & Sons Ltd, 1984.
[24] Jeffreys H. Theory of probability. 3-rd ed. Oxford: Clarendon Press, 1961 // Oxford Univ Pr on Demand; Edición: 3 (12.11.1998) ISBN-10:0198503687, ISBN-13:978-0198503682.
[25] Christian P. Robert, Nicolas Chopin, Judith Rousseau. Harold Jeffreys’s Theory of Proba¬bility Revisited. Institute of Mathematical Statistics, Statistical Science 2009, Vol. 24, No. 2, 141–172 DOI: 10.1214/09-STS284.
[26] Bennett G. Basic concepts of empirical Bayes methods with some results for the Weibull distribution. In: Tsokos CP, Shimi IN (eds) Theory and applications of reliability: with emphasis on Bayesian and nonparametric methods. Academic, New York, 1977, pp 181-202.
Публикуван
2017-05-01
Как да се цитира
ГЕОРГИЕВ, Антон Славчев. Емпиричен бейсовски подход при работа с медицински данни. Списание ХайТек / HiTech Journal, [S.l.], v. 1, n. 1, p. 31-39, май 2017. ISSN 2534-9996. Достъпно на: <https://hitech.agency/hit/index.php/hit/article/view/15>. Дата на достъп: 22 апр. 2019.
Раздел
ХайТек. Рецензирани научно-технически публикации