AN APPLICATION FOR MONITORING AND DIAGNOSIS THE HEALTH OF A HUMAN SUBJECT
The paper presents an application developed for monitoring the health of a human subject, respectively for monitoring a set of critical medical parameters (blood glucose, cholesterol, blood pressure, pulse and oxygen saturation) while the diagnosis is made based on the application supplied result...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Petroleum-Gas University of Ploiesti
2020-06-01
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| Series: | Romanian Journal of Petroleum & Gas Technology |
| Subjects: | |
| Online Access: | http://jpgt.upg-ploiesti.ro/wp-content/uploads/2020/07/07_Carbureanu_Bratu.pdf |
| _version_ | 1797720747504828416 |
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| author | Madalina Carbureanu Petrus Bratu |
| author_facet | Madalina Carbureanu Petrus Bratu |
| author_sort | Madalina Carbureanu |
| collection | DOAJ |
| description | The paper presents an application developed for monitoring the health of a human
subject, respectively for monitoring a set of critical medical parameters (blood glucose,
cholesterol, blood pressure, pulse and oxygen saturation) while the diagnosis is made
based on the application supplied results. The field of artificial intelligence is a very
wide one, providing to the user a set of various techniques such as: fuzzy logic, artificial
neural networks, adaptive neuro-fuzzy systems, expert systems, data mining, genetic
algorithms. To develop the application software (the necessary decision rules, in fact the
fuzzy rules) was used one of the most efficient (due to the multiple advantages supplied
by the usage of fuzzy logic together with artificial neural networks) artificial
intelligence technique, respectively the neuro-fuzzy inference systems, while the
application interface was developed using the Visual Studio programming environment
(respectively the C# language). A set of simulation results related to the developed
application are presented for different test cases, such as: a healthy human subject, a
human subject with diabetes, a human subject with high cholesterol, with high blood
pressure, with lower level of blood oxygen and also with hypoxemia. |
| first_indexed | 2024-03-12T09:24:57Z |
| format | Article |
| id | doaj.art-266aefae49014a228a87d1301b1b6666 |
| institution | Directory Open Access Journal |
| issn | 2734-5319 |
| language | English |
| last_indexed | 2024-03-12T09:24:57Z |
| publishDate | 2020-06-01 |
| publisher | Petroleum-Gas University of Ploiesti |
| record_format | Article |
| series | Romanian Journal of Petroleum & Gas Technology |
| spelling | doaj.art-266aefae49014a228a87d1301b1b66662023-09-02T14:17:36ZengPetroleum-Gas University of PloiestiRomanian Journal of Petroleum & Gas Technology2734-53192020-06-01116675AN APPLICATION FOR MONITORING AND DIAGNOSIS THE HEALTH OF A HUMAN SUBJECTMadalina Carbureanu0Petrus Bratu1 Petroleum-Gas University of Ploiesti, RomaniaRomaniaThe paper presents an application developed for monitoring the health of a human subject, respectively for monitoring a set of critical medical parameters (blood glucose, cholesterol, blood pressure, pulse and oxygen saturation) while the diagnosis is made based on the application supplied results. The field of artificial intelligence is a very wide one, providing to the user a set of various techniques such as: fuzzy logic, artificial neural networks, adaptive neuro-fuzzy systems, expert systems, data mining, genetic algorithms. To develop the application software (the necessary decision rules, in fact the fuzzy rules) was used one of the most efficient (due to the multiple advantages supplied by the usage of fuzzy logic together with artificial neural networks) artificial intelligence technique, respectively the neuro-fuzzy inference systems, while the application interface was developed using the Visual Studio programming environment (respectively the C# language). A set of simulation results related to the developed application are presented for different test cases, such as: a healthy human subject, a human subject with diabetes, a human subject with high cholesterol, with high blood pressure, with lower level of blood oxygen and also with hypoxemia.http://jpgt.upg-ploiesti.ro/wp-content/uploads/2020/07/07_Carbureanu_Bratu.pdfmonitoringdiagnosisneuro-fuzzy inference systemsfuzzy rulesmedical parameters |
| spellingShingle | Madalina Carbureanu Petrus Bratu AN APPLICATION FOR MONITORING AND DIAGNOSIS THE HEALTH OF A HUMAN SUBJECT Romanian Journal of Petroleum & Gas Technology monitoring diagnosis neuro-fuzzy inference systems fuzzy rules medical parameters |
| title | AN APPLICATION FOR MONITORING AND DIAGNOSIS THE HEALTH OF A HUMAN SUBJECT |
| title_full | AN APPLICATION FOR MONITORING AND DIAGNOSIS THE HEALTH OF A HUMAN SUBJECT |
| title_fullStr | AN APPLICATION FOR MONITORING AND DIAGNOSIS THE HEALTH OF A HUMAN SUBJECT |
| title_full_unstemmed | AN APPLICATION FOR MONITORING AND DIAGNOSIS THE HEALTH OF A HUMAN SUBJECT |
| title_short | AN APPLICATION FOR MONITORING AND DIAGNOSIS THE HEALTH OF A HUMAN SUBJECT |
| title_sort | application for monitoring and diagnosis the health of a human subject |
| topic | monitoring diagnosis neuro-fuzzy inference systems fuzzy rules medical parameters |
| url | http://jpgt.upg-ploiesti.ro/wp-content/uploads/2020/07/07_Carbureanu_Bratu.pdf |
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