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Pregled bibliografske jedinice broj: 13816

Machine learning approach defines immune response during met-enkephalin immunotherapy in multiple sclerosis and optic neuritis.

Štambuk, Nikola; Mašić, Nikola; Brinar, Vesna; Trbojević-Čepe, Milica; Štambuk, Vjera; Rabatić, Sabina; Marotti, Tanja; Šverko, Višnja; Marušić-Della Marina, Branka; Brzović, Zdravko et al.
Machine learning approach defines immune response during met-enkephalin immunotherapy in multiple sclerosis and optic neuritis. // Proceedings of the International Conference on Advances in Systems, Signals, Control, Computers : SSCC '98 / Bajić, V.B. (ur.).
Durban: IAAMSAD ; South African branch of the Academy of Nonlinear Sciences, 1998. str. 302-305 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)

CROSBI ID: 13816 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Machine learning approach defines immune response during met-enkephalin immunotherapy in multiple sclerosis and optic neuritis.

Autori
Štambuk, Nikola ; Mašić, Nikola ; Brinar, Vesna ; Trbojević-Čepe, Milica ; Štambuk, Vjera ; Rabatić, Sabina ; Marotti, Tanja ; Šverko, Višnja ; Marušić-Della Marina, Branka ; Brzović, Zdravko ; Zurak, Niko ; Svoboda Beusan, Ivna ; Mažuran, Renata ; Martinić, Roko ; Štambuk, Ana ; Karaman, Ksenija ; Gagro, Alenka ; Rudolf, Maja ; Malenica, Branko ; Pokrić, Biserka

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

Izvornik
Proceedings of the International Conference on Advances in Systems, Signals, Control, Computers : SSCC '98 / Bajić, V.B. - Durban : IAAMSAD ; South African branch of the Academy of Nonlinear Sciences, 1998, 302-305

ISBN
0-620-23135-1

Skup
International Conference on Advances in Systems, Signals, Control, Computers : SSCC '98

Mjesto i datum
Durban, Južnoafrička Republika, 22.09.1998. - 24.09.1998

Vrsta sudjelovanja
Poster

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
multiple sclerosis; optic neuritis; peptid-M; LUPEX; met-enkephalin; C4.5 classifier; decision making; CD23; CD4; CD8; interferon; LPO; therapy; EDSS; cells

Sažetak
Peptide therapy has been successfully applied as useful procedure for the treatment of several immune-mediated diseases. Standatd statistical approach based on the comparison of individual parameters is not always appropriate tool for the determination of prognostic parameters defining the response to peptide application. We used another data analysis based on the non-linear machine learning approach with C4.5 decision tree as a classifier. The method has been tested on the model of met-enkephalin, i.e., peptid-M, (LUPEX) vaccination in multiple sclerosis and optic neuritis.

Izvorni jezik
Engleski

Znanstvena područja
Javno zdravstvo i zdravstvena zaštita, Farmacija



POVEZANOST RADA

Projekti:
021001
00981108
00981107

Ustanove:
Imunološki zavod d.d.,
Institut "Ruđer Bošković", Zagreb

Profili:

Avatar Url Biserka Pokrić (autor)

Avatar Url Vesna Brinar (autor)

Avatar Url Nikola Štambuk (autor)

Avatar Url Ivna Svoboda-Beusan (autor)

Avatar Url Vjera Štambuk (autor)

Avatar Url Ksenija Karaman (autor)

Avatar Url Sabina Rabatić (autor)

Avatar Url Milica Trbojević-Čepe (autor)

Avatar Url Tatjana Marotti (autor)

Avatar Url Roko Martinić (autor)

Avatar Url Ana-Višnja Šverko (autor)

Avatar Url Nikola Mašić (autor)

Avatar Url Alenka Gagro (autor)

Avatar Url Zdravko Brzović (autor)

Avatar Url Branka Marušić-Della Marina (autor)

Avatar Url Renata Mažuran (autor)

Avatar Url Branko Malenica (autor)

Citiraj ovu publikaciju:

Štambuk, Nikola; Mašić, Nikola; Brinar, Vesna; Trbojević-Čepe, Milica; Štambuk, Vjera; Rabatić, Sabina; Marotti, Tanja; Šverko, Višnja; Marušić-Della Marina, Branka; Brzović, Zdravko et al.
Machine learning approach defines immune response during met-enkephalin immunotherapy in multiple sclerosis and optic neuritis. // Proceedings of the International Conference on Advances in Systems, Signals, Control, Computers : SSCC '98 / Bajić, V.B. (ur.).
Durban: IAAMSAD ; South African branch of the Academy of Nonlinear Sciences, 1998. str. 302-305 (poster, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Štambuk, N., Mašić, N., Brinar, V., Trbojević-Čepe, M., Štambuk, V., Rabatić, S., Marotti, T., Šverko, V., Marušić-Della Marina, B. & Brzović, Z. (1998) Machine learning approach defines immune response during met-enkephalin immunotherapy in multiple sclerosis and optic neuritis.. U: Bajić, V. (ur.)Proceedings of the International Conference on Advances in Systems, Signals, Control, Computers : SSCC '98.
@article{article, author = {\v{S}tambuk, Nikola and Ma\v{s}i\'{c}, Nikola and Brinar, Vesna and Trbojevi\'{c}-\v{C}epe, Milica and \v{S}tambuk, Vjera and Rabati\'{c}, Sabina and Marotti, Tanja and \v{S}verko, Vi\v{s}nja and Maru\v{s}i\'{c}-Della Marina, Branka and Brzovi\'{c}, Zdravko and Zurak, Niko and Svoboda Beusan, Ivna and Ma\v{z}uran, Renata and Martini\'{c}, Roko and \v{S}tambuk, Ana and Karaman, Ksenija and Gagro, Alenka and Rudolf, Maja and Malenica, Branko and Pokri\'{c}, Biserka}, editor = {Baji\'{c}, V.}, year = {1998}, pages = {302-305}, keywords = {multiple sclerosis, optic neuritis, peptid-M, LUPEX, met-enkephalin, C4.5 classifier, decision making, CD23, CD4, CD8, interferon, LPO, therapy, EDSS, cells}, isbn = {0-620-23135-1}, title = {Machine learning approach defines immune response during met-enkephalin immunotherapy in multiple sclerosis and optic neuritis.}, keyword = {multiple sclerosis, optic neuritis, peptid-M, LUPEX, met-enkephalin, C4.5 classifier, decision making, CD23, CD4, CD8, interferon, LPO, therapy, EDSS, cells}, publisher = {IAAMSAD ; South African branch of the Academy of Nonlinear Sciences}, publisherplace = {Durban, Ju\v{z}noafri\v{c}ka Republika} }
@article{article, author = {\v{S}tambuk, Nikola and Ma\v{s}i\'{c}, Nikola and Brinar, Vesna and Trbojevi\'{c}-\v{C}epe, Milica and \v{S}tambuk, Vjera and Rabati\'{c}, Sabina and Marotti, Tanja and \v{S}verko, Vi\v{s}nja and Maru\v{s}i\'{c}-Della Marina, Branka and Brzovi\'{c}, Zdravko and Zurak, Niko and Svoboda Beusan, Ivna and Ma\v{z}uran, Renata and Martini\'{c}, Roko and \v{S}tambuk, Ana and Karaman, Ksenija and Gagro, Alenka and Rudolf, Maja and Malenica, Branko and Pokri\'{c}, Biserka}, editor = {Baji\'{c}, V.}, year = {1998}, pages = {302-305}, keywords = {multiple sclerosis, optic neuritis, peptid-M, LUPEX, met-enkephalin, C4.5 classifier, decision making, CD23, CD4, CD8, interferon, LPO, therapy, EDSS, cells}, isbn = {0-620-23135-1}, title = {Machine learning approach defines immune response during met-enkephalin immunotherapy in multiple sclerosis and optic neuritis.}, keyword = {multiple sclerosis, optic neuritis, peptid-M, LUPEX, met-enkephalin, C4.5 classifier, decision making, CD23, CD4, CD8, interferon, LPO, therapy, EDSS, cells}, publisher = {IAAMSAD ; South African branch of the Academy of Nonlinear Sciences}, publisherplace = {Durban, Ju\v{z}noafri\v{c}ka Republika} }

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