Zobrazeno 1 - 10
of 141
pro vyhledávání: '"Clemens Heitzinger"'
Autor:
Lorenz Kapral, Christoph Dibiasi, Natasa Jeremic, Stefan Bartos, Sybille Behrens, Aylin Bilir, Clemens Heitzinger, Oliver Kimberger
Publikováno v:
EClinicalMedicine, Vol 75, Iss , Pp 102797- (2024)
Summary: Background: During surgery, intraoperative hypotension is associated with postoperative morbidity and should therefore be avoided. Predicting the occurrence of hypotension in advance may allow timely interventions to prevent hypotension. Pre
Externí odkaz:
https://doaj.org/article/428d4f2c41c74c8fbbbd06df6905d4cf
Autor:
Laurenz Ruzicka, Bernhard Strobl, Stephan Bergmann, Gerd Nolden, Tom Michalsky, Christoph Domscheit, Jannis Priesnitz, Florian Blümel, Bernhard Kohn, Clemens Heitzinger
Publikováno v:
Sensors, Vol 24, Iss 9, p 2847 (2024)
Biometric fingerprint identification hinges on the reliability of its sensors; however, calibrating and standardizing these sensors poses significant challenges, particularly in regards to repeatability and data diversity. To tackle these issues, we
Externí odkaz:
https://doaj.org/article/db8486179732464281894e478ecc7f93
Autor:
Laurenz Ruzicka, Dominik Söllinger, Bernhard Kohn, Clemens Heitzinger, Andreas Uhl, Bernhard Strobl
Publikováno v:
IET Biometrics, Vol 2023 (2023)
Current fingerprint identification systems face significant challenges in achieving interoperability between contact-based and contactless fingerprint sensors. In contrast to existing literature, we propose a novel approach that can combine pose corr
Externí odkaz:
https://doaj.org/article/f99f12cebf1045b6bc568f2c0f0a3e00
Publikováno v:
Mathematics, Vol 11, Iss 9, p 2118 (2023)
In this paper, we present a numerical scheme based on a collocation method to solve stochastic non-linear Poisson–Boltzmann equations (PBE). This equation is a generalized version of the non-linear Poisson–Boltzmann equations arising from a form
Externí odkaz:
https://doaj.org/article/7c4fda959e0f4e89b33f6096a19aa5a4
Publikováno v:
PLoS ONE, Vol 17, Iss 11, p e0275358 (2022)
We present a novel setup for treating sepsis using distributional reinforcement learning (RL). Sepsis is a life-threatening medical emergency. Its treatment is considered to be a challenging high-stakes decision-making problem, which has to procedura
Externí odkaz:
https://doaj.org/article/544fa40c40fb4a3896bdcbaffa5fcdd3
Autor:
Effat Jalaeian Zaferani, Mohammad Teshnehlab, Amirreza Khodadadian, Clemens Heitzinger, Mansour Vali, Nima Noii, Thomas Wick
Publikováno v:
Sensors, Vol 22, Iss 16, p 6206 (2022)
In this work, a method for automatic hyper-parameter tuning of the stacked asymmetric auto-encoder is proposed. In previous work, the deep learning ability to extract personality perception from speech was shown, but hyper-parameter tuning was attain
Externí odkaz:
https://doaj.org/article/9925640a0d21458ba11619100d1f6590
Publikováno v:
Sensors, Vol 22, Iss 13, p 4785 (2022)
Silicon nanowire field-effect transistors are promising devices used to detect minute amounts of different biological species. We introduce the theoretical and computational aspects of forward and backward modeling of biosensitive sensors. Firstly, w
Externí odkaz:
https://doaj.org/article/a4b38133d38048e09c0070eab1e03701
Autor:
Markus Böck, Clemens Heitzinger
Publikováno v:
SIAM Journal on Mathematics of Data Science. 4:675-693
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2b4e746a34b0c5bff522e16583eac14c
https://doi.org/10.1137/20m1364436
https://doi.org/10.1137/20m1364436
Autor:
Stephanie Holly, Robin Heel, Denis Katic, Leopold Schoeffl, Andreas Stiftinger, Peter Holzner, Thomas Kaufmann, Bernhard Haslhofer, Daniel Schall, Clemens Heitzinger, Jana Kemnitz
Anomaly detection in large industrial cooling systems is very challenging due to the high data dimensionality, inconsistent sensor recordings, and lack of labels. The state of the art for automated anomaly detection in these systems typically relies
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c952ec781b866bfefb676d8444e1adf3
http://arxiv.org/abs/2210.08011
http://arxiv.org/abs/2210.08011
Publikováno v:
ACS Nano
The transport of molecules through nanoscale confined space is relevant in biology, biosensing, and industrial filtration. Microscopically modeling transport through nanopores is required for a fundamental understanding and guiding engineering, but t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::30d2a39eee6e40e05d314fbd44e20963
https://doi.org/10.1021/acsnano.1c01078
https://doi.org/10.1021/acsnano.1c01078