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Pregled bibliografske jedinice broj: 948567

Stochastic Sensitivity Analysis for Dosimetry of Head Tissues for the Three Compartment Head Model

Šušnjara, Anna; Cvetković, Mario; Dodig, Hrvoje; Poljak, Dragan
Stochastic Sensitivity Analysis for Dosimetry of Head Tissues for the Three Compartment Head Model // 3rd International Conference on Smart and Sustainable Technologies 2018: SpliTech2018 / Perković, Toni ; Milanović, Željka ; Vukojević, Katarina ; Rodrigues, Joel J. P. C. ; Nižetić, Sandro ; Patrono, Luigi ; Šolić, Petar (ur.).
Split: Fakultet elektrotehnike, strojarstva i brodogradnje Sveučilišta u Splitu, 2018. str. 1-7 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)

CROSBI ID: 948567 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Stochastic Sensitivity Analysis for Dosimetry of Head Tissues for the Three Compartment Head Model

Autori
Šušnjara, Anna ; Cvetković, Mario ; Dodig, Hrvoje ; Poljak, Dragan

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

Izvornik
3rd International Conference on Smart and Sustainable Technologies 2018: SpliTech2018 / Perković, Toni ; Milanović, Željka ; Vukojević, Katarina ; Rodrigues, Joel J. P. C. ; Nižetić, Sandro ; Patrono, Luigi ; Šolić, Petar - Split : Fakultet elektrotehnike, strojarstva i brodogradnje Sveučilišta u Splitu, 2018, 1-7

ISBN
978-953-290-083-5

Skup
3rd International Conference on Smart and Sustainable Technologies (SpliTech 2018)

Mjesto i datum
Split, Hrvatska, 26.06.2018. - 29.06.2018

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
electromagnetic dosimetry ; human head model ; hybrid method ; sensitivity analysis ; sparse grid interpolation ; stochastic collocation

Sažetak
This paper presents a stochastic framework for the assessment of stochastic sensitivity of electric parameters in the three-compartment model of the human head. The electric parameters of scalp, skull and brain are modelled as random variables with uniform distribution. The propagation of uncertainties from input parameters to the output of interest, i.e. induced electric field is carried out by using the non-intrusive Lagrange stochastic collocation method. The sparse grid interpolation in the multidimensional random space is used to generate the simulation points thus speeding up the calculation compared to traditional Monte Carlo sampling methods or full tensor stochastic collocation methods. The impact of the conductivity and relative permittivity of all three tissues to the induced electric field in the skull and scalp, respectively, is obtained. The presented approach provides a satisfactory insight into the behaviour of the model output with respect to parameter variations and allows the ranking of the input parameters from the most to the least influential ones, respectively.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika



POVEZANOST RADA

Ustanove:
Fakultet elektrotehnike, strojarstva i brodogradnje, Split,
Pomorski fakultet, Split

Profili:

Avatar Url Hrvoje Dodig (autor)

Avatar Url Mario Cvetković (autor)

Avatar Url Anna Šušnjara (autor)

Avatar Url Dragan Poljak (autor)

Citiraj ovu publikaciju:

Šušnjara, Anna; Cvetković, Mario; Dodig, Hrvoje; Poljak, Dragan
Stochastic Sensitivity Analysis for Dosimetry of Head Tissues for the Three Compartment Head Model // 3rd International Conference on Smart and Sustainable Technologies 2018: SpliTech2018 / Perković, Toni ; Milanović, Željka ; Vukojević, Katarina ; Rodrigues, Joel J. P. C. ; Nižetić, Sandro ; Patrono, Luigi ; Šolić, Petar (ur.).
Split: Fakultet elektrotehnike, strojarstva i brodogradnje Sveučilišta u Splitu, 2018. str. 1-7 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Šušnjara, A., Cvetković, M., Dodig, H. & Poljak, D. (2018) Stochastic Sensitivity Analysis for Dosimetry of Head Tissues for the Three Compartment Head Model. U: Perković, T., Milanović, Ž., Vukojević, K., Rodrigues, J., Nižetić, S., Patrono, L. & Šolić, P. (ur.)3rd International Conference on Smart and Sustainable Technologies 2018: SpliTech2018.
@article{article, author = {\v{S}u\v{s}njara, Anna and Cvetkovi\'{c}, Mario and Dodig, Hrvoje and Poljak, Dragan}, year = {2018}, pages = {1-7}, keywords = {electromagnetic dosimetry, human head model, hybrid method, sensitivity analysis, sparse grid interpolation, stochastic collocation}, isbn = {978-953-290-083-5}, title = {Stochastic Sensitivity Analysis for Dosimetry of Head Tissues for the Three Compartment Head Model}, keyword = {electromagnetic dosimetry, human head model, hybrid method, sensitivity analysis, sparse grid interpolation, stochastic collocation}, publisher = {Fakultet elektrotehnike, strojarstva i brodogradnje Sveu\v{c}ili\v{s}ta u Splitu}, publisherplace = {Split, Hrvatska} }
@article{article, author = {\v{S}u\v{s}njara, Anna and Cvetkovi\'{c}, Mario and Dodig, Hrvoje and Poljak, Dragan}, year = {2018}, pages = {1-7}, keywords = {electromagnetic dosimetry, human head model, hybrid method, sensitivity analysis, sparse grid interpolation, stochastic collocation}, isbn = {978-953-290-083-5}, title = {Stochastic Sensitivity Analysis for Dosimetry of Head Tissues for the Three Compartment Head Model}, keyword = {electromagnetic dosimetry, human head model, hybrid method, sensitivity analysis, sparse grid interpolation, stochastic collocation}, publisher = {Fakultet elektrotehnike, strojarstva i brodogradnje Sveu\v{c}ili\v{s}ta u Splitu}, publisherplace = {Split, Hrvatska} }

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