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Pregled bibliografske jedinice broj: 1189633

Diagnostic of asthma using fuzzy rules implemented in accordance with international guidelines and physicians experience

Badnjevic, Almir; Gurbeta, Lejla; Cifrek, Mario; Marjanovic, Damir
Diagnostic of asthma using fuzzy rules implemented in accordance with international guidelines and physicians experience // Proceedings of the 2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) / Biljanović, Petar (ur.).
Rijeka: Institute of Electrical and Electronics Engineers (IEEE), 2016. str. 375-380 doi:10.1109/mipro.2016.7522171 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)

CROSBI ID: 1189633 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Diagnostic of asthma using fuzzy rules implemented in accordance with international guidelines and physicians experience

Autori
Badnjevic, Almir ; Gurbeta, Lejla ; Cifrek, Mario ; Marjanovic, Damir

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the 2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) / Biljanović, Petar - Rijeka : Institute of Electrical and Electronics Engineers (IEEE), 2016, 375-380

ISBN
978-953-233-087-8

Skup
2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO)

Mjesto i datum
Opatija, Hrvatska, 30.05.2016. - 03.06.2016

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
asthma ; fuzzy rules ; classification ; global initiative for asthma

Sažetak
This paper presents a system for classification of asthma based on fuzzy rules. Fuzzy rules are defined according to Global Initiative for Asthma (GINA) guidelines, as well as through consultations with long-term experience of pulmologists. Our fuzzy system for classification of asthma is based on a combination of spirometry (SPIR) and Impulse Oscillometry System (IOS) test results, which are inputs to fuzzy system. Additionally, the use of bronchodilatation and bronhoprovocation enabled a complete patient's dynamic assessment rather than a simple static assessment. The system was retroactively tested with 1250 Medical Reports established by pulmologists, out of which 728 were diagnosed with asthma and 522 were healthy subjects. Sensitivity and specificity were assessed, on this dataset, which were 91.89% and 95.01%, respectively.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Kliničke medicinske znanosti



POVEZANOST RADA

Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Damir Marjanović (autor)

Avatar Url Mario Cifrek (autor)

Poveznice na cjeloviti tekst rada:

doi

Citiraj ovu publikaciju:

Badnjevic, Almir; Gurbeta, Lejla; Cifrek, Mario; Marjanovic, Damir
Diagnostic of asthma using fuzzy rules implemented in accordance with international guidelines and physicians experience // Proceedings of the 2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) / Biljanović, Petar (ur.).
Rijeka: Institute of Electrical and Electronics Engineers (IEEE), 2016. str. 375-380 doi:10.1109/mipro.2016.7522171 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Badnjevic, A., Gurbeta, L., Cifrek, M. & Marjanovic, D. (2016) Diagnostic of asthma using fuzzy rules implemented in accordance with international guidelines and physicians experience. U: Biljanović, P. (ur.)Proceedings of the 2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) doi:10.1109/mipro.2016.7522171.
@article{article, author = {Badnjevic, Almir and Gurbeta, Lejla and Cifrek, Mario and Marjanovic, Damir}, editor = {Biljanovi\'{c}, P.}, year = {2016}, pages = {375-380}, DOI = {10.1109/mipro.2016.7522171}, keywords = {asthma, fuzzy rules, classification, global initiative for asthma}, doi = {10.1109/mipro.2016.7522171}, isbn = {978-953-233-087-8}, title = {Diagnostic of asthma using fuzzy rules implemented in accordance with international guidelines and physicians experience}, keyword = {asthma, fuzzy rules, classification, global initiative for asthma}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, publisherplace = {Opatija, Hrvatska} }
@article{article, author = {Badnjevic, Almir and Gurbeta, Lejla and Cifrek, Mario and Marjanovic, Damir}, editor = {Biljanovi\'{c}, P.}, year = {2016}, pages = {375-380}, DOI = {10.1109/mipro.2016.7522171}, keywords = {asthma, fuzzy rules, classification, global initiative for asthma}, doi = {10.1109/mipro.2016.7522171}, isbn = {978-953-233-087-8}, title = {Diagnostic of asthma using fuzzy rules implemented in accordance with international guidelines and physicians experience}, keyword = {asthma, fuzzy rules, classification, global initiative for asthma}, publisher = {Institute of Electrical and Electronics Engineers (IEEE)}, publisherplace = {Opatija, Hrvatska} }

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