Publications by authors named "Clemens Heitzinger"

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Graphene-based FETs for advanced biocatalytic profiling: investigating heme peroxidase activity with machine learning insights.
Samaneh Mirsian, Wolfgang Hilber, Ehsan Khodadadian, Maryam Parvizi, Amirreza Khodadadian, Clemens Heitzinger

Mikrochim Acta· March 2025

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TipSegNet: Fingertip Segmentation in Contactless Fingerprint Imaging.
Laurenz Ruzicka, Bernhard Kohn, Clemens Heitzinger

Sensors (Basel)· March 2025

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Development and external validation of temporal fusion transformer models for continuous intraoperative blood pressure forecasting.
Lorenz Kapral, Christoph Dibiasi, Natasa Jeremic, Stefan Bartos, Sybille Behrens, Clemens Heitzinger

EClinicalMedicine· September 2024

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Toward Synthetic Physical Fingerprint Targets.
Laurenz Ruzicka, Bernhard Strobl, Stephan Bergmann, Gerd Nolden, Tom Michalsky, Clemens Heitzinger

Sensors (Basel)· April 2024

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Development of a Reinforcement Learning Algorithm to Optimize Corticosteroid Therapy in Critically Ill Patients with Sepsis.
Razvan Bologheanu, Lorenz Kapral, Daniel Laxar, Mathias Maleczek, Christoph Dibiasi, Clemens Heitzinger

J Clin Med· February 2023

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Superhuman performance on sepsis MIMIC-III data by distributional reinforcement learning.
Markus Böck, Julien Malle, Daniel Pasterk, Hrvoje Kukina, Ramin Hasani, Clemens Heitzinger

PLoS One· November 2022

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Hyper-Parameter Optimization of Stacked Asymmetric Auto-Encoders for Automatic Personality Traits Perception.
Effat Jalaeian Zaferani, Mohammad Teshnehlab, Amirreza Khodadadian, Clemens Heitzinger, Mansour Vali

Sensors (Basel)· August 2022

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Rational Design of Field-Effect Sensors Using Partial Differential Equations, Bayesian Inversion, and Artificial Neural Networks.
Amirreza Khodadadian, Maryam Parvizi, Mohammad Teshnehlab, Clemens Heitzinger

Sensors (Basel)· June 2022

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Comprehensive Approach to Distinguish Patients with Solid Tumors from Healthy Controls by Combining Androgen Receptor Mutation p.H875Y with Cell-Free DNA Methylation and Circulating miRNAs.
Elena Tomeva, Olivier J Switzeny, Clemens Heitzinger, Berit Hippe, Alexander G Haslberger

Cancers (Basel)· January 2022

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Protein Transport through Nanopores Illuminated by Long-Time-Scale Simulations.
Gregor Mitscha-Baude, Benjamin Stadlbauer, Stefan Howorka, Clemens Heitzinger

ACS Nano· June 2021

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Uncertainty quantification in epidemiological models for the COVID-19 pandemic.
Leila Taghizadeh, Ahmad Karimi, Clemens Heitzinger

Comput Biol Med· October 2020

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A Bayesian estimation method for variational phase-field fracture problems.
Amirreza Khodadadian, Nima Noii, Maryam Parvizi, Mostafa Abbaszadeh, Thomas Wick, Clemens Heitzinger

Comput Mech· July 2020

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Modeling single-molecule stochastic transport for DNA exo-sequencing in nanopore sensors.
Benjamin Stadlbauer, Gregor Mitscha-Baude, Clemens Heitzinger

Nanotechnology· February 2020

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Bayesian inversion for a biofilm model including quorum sensing.
Leila Taghizadeh, Ahmad Karimi, Elisabeth Presterl, Clemens Heitzinger

Comput Biol Med· February 2020

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A new method for selective functionalization of silicon nanowire sensors and Bayesian inversion for its parameters.
Samaneh Mirsian, Amirreza Khodadadian, Marjan Hedayati, Ali Manzour-Ol-Ajdad, Reza Kalantarinejad, Clemens Heitzinger

Biosens Bioelectron· October 2019

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A multilevel Monte Carlo finite element method for the stochastic Cahn-Hilliard-Cook equation.
Amirreza Khodadadian, Maryam Parvizi, Mostafa Abbaszadeh, Mehdi Dehghan, Clemens Heitzinger

Comput Mech· February 2019

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Optimal design of nanowire field-effect troponin sensors.
Amirreza Khodadadian, Kiarash Hosseini, Ali Manzour-Ol-Ajdad, Marjan Hedayati, Reza Kalantarinejad, Clemens Heitzinger

Comput Biol Med· August 2017

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Brownian-motion based simulation of stochastic reaction-diffusion systems for affinity based sensors.
Gerhard Tulzer, Clemens Heitzinger

Nanotechnology· April 2016

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Serum Creatinine Back-Estimation in Cardiac Surgery Patients: Misclassification of AKI Using Existing Formulae and a Data-Driven Model.
Martin Hermann Bernardi, Daniel Schmidlin, Robin Ristl, Clemens Heitzinger, Arno Schiferer

Clin J Am Soc Nephrol· March 2016

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Fluctuations due to association and dissociation processes at nanowire-biosensor surfaces and their optimal design.
Gerhard Tulzer, Clemens Heitzinger

Nanotechnology· January 2015

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Kinetic parameter estimation and fluctuation analysis of CO at SnO2 single nanowires.
Gerhard Tulzer, Stefan Baumgartner, Elise Brunet, Giorgio C Mutinati, Stephan Steinhauer, Clemens Heitzinger

Nanotechnology· August 2013

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Predictive simulations and optimization of nanowire field-effect PSA sensors including screening.
Stefan Baumgartner, Clemens Heitzinger, Aleksandar Vacic, Mark A Reed

Nanotechnology· June 2013

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Determination of surface concentrations of individual molecule-layers used in nanoscale biosensors by in situ ATR-FTIR spectroscopy.
Manuel Punzet, Dieter Baurecht, Franz Varga, Heidrun Karlic, Clemens Heitzinger

Nanoscale· April 2012

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An algorithm for three-dimensional Monte-Carlo simulation of charge distribution at biofunctionalized surfaces.
Alena Bulyha, Clemens Heitzinger

Nanoscale· April 2011

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