A recent study on hardware accelerated Monte Carlo modeling of light propagation in biological tissues

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F62690094%3A18450%2F16%3A50005025" target="_blank" >RIV/62690094:18450/16:50005025 - isvavai.cz</a>

Výsledek na webu

<a href="http://dx.doi.org/10.1007/978-3-319-42007-3_43" target="_blank" >http://dx.doi.org/10.1007/978-3-319-42007-3_43</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/978-3-319-42007-3_43" target="_blank" >10.1007/978-3-319-42007-3_43</a>

Jazyk výsledku

angličtina

Název v původním jazyce

A recent study on hardware accelerated Monte Carlo modeling of light propagation in biological tissues

Popis výsledku v původním jazyce

The Monte Carlo (MC) method is the gold standard in photon migration through 3D media with spatially varying optical properties. MC offers excellent accuracy, easy-to-program and straightforward parallelization. In this study we summarize the recent advances in accelerating simulations of light propagation in biological tissues. The systematic literature review method is involved selecting the relevant studies for the research. With this approach research questions regarding the acceleration techniques are formulated and additional selection criteria are applied. The selected studies are analyzed and the research questions are answered. We discovered that there are several possibilities for accelerating the MC code and the CUDA platform is used in more than 60% of all studies. We also discovered that the trend in GPU acceleration with CUDA has continued in last two years.

Název v anglickém jazyce

A recent study on hardware accelerated Monte Carlo modeling of light propagation in biological tissues

Popis výsledku anglicky

The Monte Carlo (MC) method is the gold standard in photon migration through 3D media with spatially varying optical properties. MC offers excellent accuracy, easy-to-program and straightforward parallelization. In this study we summarize the recent advances in accelerating simulations of light propagation in biological tissues. The systematic literature review method is involved selecting the relevant studies for the research. With this approach research questions regarding the acceleration techniques are formulated and additional selection criteria are applied. The selected studies are analyzed and the research questions are answered. We discovered that there are several possibilities for accelerating the MC code and the CUDA platform is used in more than 60% of all studies. We also discovered that the trend in GPU acceleration with CUDA has continued in last two years.

Druh

D - Stať ve sborníku

CEP obor

JC - Počítačový hardware a software

OECD FORD obor

—

Projekt

—

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2016

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

ISBN

978-3-319-42006-6

ISSN

0302-9743

e-ISSN

—

Počet stran výsledku

10

Strana od-do

493-502

Název nakladatele

Springer

Místo vydání

Berlin

Místo konání akce

Morioka; Japan

Datum konání akce

2. 8. 2016

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

000387771300043