ZASTOSOWANIE I OGRANICZENIA TECHNOLOGII INFORMACYJNYCH W DIAGNOSTYCE MEDYCZNEJ

Marcin Maciejewski

doi:10.5604/20830157.1148052

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Published: Dec 27, 2019

DOI: https://doi.org/10.5604/20830157.1148052

Issue Vol. 5 No. 1 (2015)

Articles

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TOPOLOGICAL DERIVATIVE - THEORY AND APPLICATIONS
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AN INTERVAL TYPE-2 FUZZY SYSTEMS IN THE MANAGEMENT OF EMISSIONS OF NITROGEN OXIDES
Marcin Kacprowicz

20-23
FUZZY EVALUATION OF VISUAL CONNECTEDNESS IN THERMOGRAPHY IMAGES OF CYLINDRICAL SURFACE
Tomasz Jaworski, Jacek Kucharski

24-28
OBJECT-RELATIONAL MAPPING TECHNOLOGIES IN PHP APPLICATIONS
Beata Pańczyk, Arkadiusz Sławiński

29-32
IMPLEMENTATION OF FUZZY CONTROL ALGORITHM FOR PHOTOVOLTAIC ARRAY MAXIMUM POWER POINT TRACKING
Stefan Wójtowicz, Maciej Zawistowski

33-36
BENCHMARKING OF POWER DISTRIBUTION SYSTEMS
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37-44
IMPLEMENTATION OF BASIC INTEGRATION METHODS IN APP INVENTOR ENVIRONMENT AND THEIR EFFICIENCY
Kamil Żyła

45-48
MOBILE DEVICES AS ACCELERATION RECORDERS
Jakub Smołka, Maria Skublewska-Paszkowska, Marcin Badurowicz, Edyta Łukasik

49-52
POSSIBILITIES OF STAND-OFF DETECTION OF ALCOHOL IN CAR CABINS WITH WINDOWS
Jarosław Młyńczak, Krzysztof Kopczyński, Jan Kubicki, Jadwika Mierczyk

53-58
AUTOMATIC IDENTIFICATION METHOD OF BLURRED IMAGES
Mikolaj Karpinski, Nazarii Piontko, Volodymyr Karpinskyi

59-61
EXAMINATION OF HEATING PROCESS OF FILTERS PROTECTING AGAINST HAZARDOUS INFRARED RADIATION
Grzegorz Gralewicz, Grzegorz Owczarek, Janusz Kubrak

62-65
INFORMATION TECHNOLOGY IMPLEMENTATIONS AND LIMITATIONS IN MEDICAL RESEARCH
Marcin Maciejewski

66-72
RELIABILITY ANALYSIS OF PWR REACTOR PROTECTION SYSTEM
Karol Kowal, Mieczysław Borysiewicz

73-79
USING THE GPU TO DETERMINING THE AREA THE FLAME IN THE VISION DIAGNOSTIC SYSTEM
Daniel Sawicki

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AUTOMATED SYSTEM TO CONTROL A ROBOT’S MOVEMENT ON COMPLEX TRAJECTORY WITH AVOIDING OBSTACLES BASED ON FUZZY LOGIC
Oksana Radion

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ALGORITHMIC REALIZATION IMPACTS ASSESSMENT FOR RENEWABLE SOURCES ELECTRIC POWER ON RELIABILITY ELECTRICAL NETWORKS
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DOI

https://doi.org/10.5604/20830157.1148052

Authors

Marcin Maciejewski

m.maciejewski@pollub.pl

Politechnika Lubelska, Instytut Elektroniki i Technik Informacyjnych, Poland

Abstract

The article presents an overview of common uses of information technology in medicine and medical diagnostics, also pointing out major obstacles in the process of introducing information technology in the fields above . Information technology tools widely used in medicine include but are not limited to databases, decision algorithms and data processing and mining methods. Major obstacles include heterogeneity of medical data, their complexity and free text descriptions of procedures, diagnoses and interpretations of test results.

Keywords:

data mining, medical data, data processing, heterogenity

References

Branson A., Hauer T., McClatchey R., Rouglin D., Shamdasani J.: A Data Model for Integrating Heterogeneous Medical Data in the Health-e-Child Project CCS Research Centre Stud Health Technol Inform, 2008.

Ciosa K.J., Moore G.W.: Uniqueness of medical data mining, Artificial Intelligence in Medicine 26, 2002, 1–24.

Hariz M., Adnan M., Husain W.: Data Mining for Medical Systems: A Review, Proceedings International Conference on Advances in Computer and Information Technology - ACIT 2012.

Healey M.P., Jacobson J.E.: Common Medical Diagnoses: An Algorithmic Approach, Saunders, 2006.

Miller M, Rabczenko D, Wojtyniak B.: Epidemiologia w zdrowiu publicznym, Wydawnictwo Lekarskie PZWL, 1/2010.

Mitchell T.M.: Machine Learning McGraw-Hill, 2011.

Morris F. C.: Computer Medical Databases The First Six Decades (1950–2010), Springer, 2011.

Nguyen H.P., Kreinovich V.: Fuzzy Logic and its Applications in Medicine

Phuong N. H., Kreinovich V.: Fuzzy logic and its applications in medicine. Int. J. Med. Inform., 2001.

Salski A., Holsten B., Trepel M.: A fuzzy approach to ecological modelling and data analysis, Handbook of Ecological Modelling and Informatics, Wit Press, 01/2009.

Shortliffe, E.H., Cimino J. J.: Biomedical Informatics Computer Applications in Health Care and Biomedicine, Springer, 2014.

Tarski A.: Introduction to Logic and to theMethodology of Deductive Sciences,Courier Dover Publications, Oxford University Press, 1994.

Wojtusiak J.: Semantic Data Types in Machine Learning from Healthcare Data, Proceedings of the International Conference on Machine Learning and Applications (ICMLA), Florida, 2012.

Zadeh L.A.: Fuzzy sets, Information and Control, 1965.

http://guidetodatamining.com/

http://www.cdisc.org/

http://www.cdisc.org/system/files/all/article/image/jpeg/newdataset.jpg

http://www.hl7.org/

http://i.msdn.microsoft.com/dynimg/IC117351.gif

http://www.openehr.org/

http://www.openehr.org/files/what_is_openehr/multi_level_modelling.png

http://www.who.int/classifications/icd/en/

Maciejewski, M. (2019). INFORMATION TECHNOLOGY IMPLEMENTATIONS AND LIMITATIONS IN MEDICAL RESEARCH. Informatyka, Automatyka, Pomiary W Gospodarce I Ochronie Środowiska, 5(1), 66–72. https://doi.org/10.5604/20830157.1148052

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