Faculty of Computer Science and Biomedical Engineering (7000)

  • 8010

    Inffeldgasse 10 Graz

    Austria

Research Output 1970 2019

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2017

Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest

Sirinukunwattana, K., Pluim, J. P. W., Chen, H., Qi, X., Heng, P-A., Guo, Y. B., Wang, L. Y., Matuszewski, B. J., Bruni, E., Sanchez, U., Böhm, A., Ronneberger, O., Cheikh, B. B., Racoceanu, D., Kainz, P., Pfeiffer, M., Urschler, M., Snead, D. R. J. & Rajpoot, N. M., Jan 2017, In : Medical image analysis. 35, p. 489-502 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Histology
Colon
Pathology
Intestinal Mucosa
Colonic Neoplasms

GPU-based RFA simulation for minimally invasive cancer treatment of liver tumours

Mariappan, P., Weir, P., Voglreiter, P., Flanagan, R., Alhonnoro, T., Pollari, M., Moche, M., Busse, H., Fuetterer, J., Portugaller, H. R., Blanco Sequeiros, R. & Kolesnik, M., 1 Jan 2017, In : International Journal of Computer Assisted Radiology and Surgery. 12, 1, p. 59-68

Research output: Contribution to journalArticleResearchpeer-review

Heading for new shores! Overcoming pitfalls in BCI design

Chavarriaga, R., Fried-Oken, M., Kleih, S., Lotte, F. & Scherer, R., 2017, In : Brain-Computer Interfaces. 4, 1-2, p. 60-73

Research output: Contribution to journalArticleResearchpeer-review

Open Access

How to Make Sense of Team Sport Data: From Acquisition to Data Modeling and Research Aspects

Stein, M., Janetzko, H., Seebacher, D., Jaeger, A., Nagel, M., Hölsch, J., Kosub, S., Schreck, T., Keim, D. A. & Grossniklaus, M., 2017, In : IEEE Transactions on Knowledge and Data Engineering. 2, 2

Research output: Contribution to journalArticleResearchpeer-review

HTC Vive MeVisLab integration via OpenVR for medical applications

Egger, J., Gall, M., Wallner, J., Boechat, P., Hann, A., Li, X., Chen, X. & Schmalstieg, D., 2017, In : PLoS ONE. 12, 3, p. e0173972

Research output: Contribution to journalArticleResearchpeer-review

Medical applications
Virtual reality
Libraries
medical equipment
Equipment and Supplies

iMooX 2.0 - die MOOC-Plattform geht in die zweite Runde

Ebner, M., 7 Nov 2017, TU Graz people, 63, 2017-3, p. 13.

Research output: Contribution to specialist publicationArticleResearch

In-app Reflection Guidance: Lessons Learned across Four Field Trials at the Workplace

Fessl, A., Wesiak, G., Feyertag, S. & Pammer-Schindler, V., 25 May 2017, In : IEEE Transactions on Learning Technologies. 99

Research output: Contribution to journalArticleResearchpeer-review

File
Application programs
workplace
knowledge transfer
educational setting
learning

Infimal convolution of total generalized variation functionals for dynamic MRI

Schlögl, M., Holler, M., Schwarzl, A., Bredies, K. & Stollberger, R., 2017, In : Magnetic Resonance in Medicine. 78, 1, p. 142–155

Research output: Contribution to journalArticleResearchpeer-review

Computer-Assisted Image Processing
Perfusion
Magnetic Resonance Imaging
Datasets

Informatische Grundbildung – ein Ländervergleich

Grandl, M. & Ebner, M., 22 Jun 2017, In : Medienimpulse. 2017, 2, p. 1-9

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Interactive Outlining of Pancreatic Cancer Liver Metastases in Ultrasound Images

Egger, J., Schmalstieg, D., Chen, X., Zoller, W. G. & Hann, A., 18 Apr 2017, In : Scientific reports. 7, 1, p. 892

Research output: Contribution to journalArticleResearchpeer-review

Liver Neoplasms
Pancreatic Neoplasms
Neoplasm Metastasis
Liver
Costs and Cost Analysis

Interactive reconstructions of cranial 3D implants under MeVisLab as an alternative to commercial planning software

Egger, J., Gall, M., Tax, A., Ücal, M., Zefferer, U., Li, X., von Campe, G., Schäfer, U., Schmalstieg, D. & Chen, X., 2017, In : PLoS ONE. 12, 3, p. e0172694

Research output: Contribution to journalArticleResearchpeer-review

prototypes
computer-aided design
Software
planning
Workflow

Interactive Regression Lens for Exploring Scatter Plots

Shao, L., Mahajan, A., Schreck, T. & Lehmann, D., Jun 2017, In : Computer Graphics Forum.

Research output: Contribution to journalArticleResearchpeer-review

Introducing Mood Self-Tracking at Work: Empirical Insights from Call Centers

Rivera-Pelayo, V., Fessl, A., Müller, L. & Pammer-Schindler, V., Feb 2017, In : ACM Transactions on Computer-Human Interaction. 24, 1, p. 3:1-3:28 28 p., 3.

Research output: Contribution to journalArticleResearchpeer-review

ISAP - Towards Side-Channel Secure Authenticated Encryption

Dobraunig, C. E., Eichlseder, M., Mangard, S., Mendel, F. & Unterluggauer, T., 2017, In : IACR Transactions on Symmetric Cryptology. 2017, 1, p. 80-105

Research output: Contribution to journalArticleResearchpeer-review

Open Access

It’s not just about speed: Reviewing the recumbent bicycle once more.

Wieser, B., 2017, In : Social Studies of Science. 47, 2, p. 300-304 4 p.

Research output: Contribution to journalArticleResearchpeer-review

KI ab dem Kindergarten

Kandlhofer, M., Steinbauer, G., Hirschmugl-Gaisch, S. & Huber, P., 2017, In : OCG Journal. 01/2017/Jg. 42, 01

Research output: Contribution to journalArticleResearchpeer-review

La certificación de los MOOC. Ventajas, desafíos y experiencias prácticas

Kopp, M. & Ebner, M., 4 Feb 2017, In : Revista española de pedagogía. 75, 266, p. 83-100

Research output: Contribution to journalArticleResearchpeer-review

Learning analytics to improve writing skills for young children – an holistic approach

Steinhauer, N., Gros, M., Ebner, M., Ebner, M., Huppertz, A., Cormann, M., Biermeier, S., Burk, L., Edtstadler, K., Gabriel, S., Wintschnig, M., Aspalter, C. & Martich, S., 2017, In : Journal of Research in Innovative Teaching & Learning. 10, 2, p. 143-159

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Learning a Variational Network for Reconstruction of Accelerated MRI Data

Hammernik, K., Klatzer, T., Kobler, E., Recht, M. P., Sodickson, D. K., Pock, T. & Knoll, F., 2017, In : Magnetic Resonance in Medicine.

Research output: Contribution to journalArticleResearchpeer-review

Let's talk about reflection at work

Pammer-Schindler, V., Krogstie, B. & Prilla, M., 2017, In : International journal of technology enhanced learning. 9, 2-3, p. 151-168

Research output: Contribution to journalArticleResearchpeer-review

File
Terminology
learning
Communication
technical language
communication technology

Magnostics: Image-Based Search of Interesting Matrix Views for Guided Network Exploration

Behrisch, M., Bach, B., Hund, M., Delz, M., Rueden, L. V., Fekete, J. D. & Schreck, T., 1 Jan 2017, In : IEEE transactions on visualization and computer graphics. 23, 1, p. 31-40 10 p.

Research output: Contribution to journalArticleResearchpeer-review

Mechanical characterization of human brain tissue

Budday, S., Sommer, G., Birkl, C., Langkammer, C., Haybaeck, J., Kohnert, J., Bauer, M., Paulsen, F., Steinmann, P., Kuhl, E. & Holzapfel, G., 15 Jan 2017, In : Acta biomaterialia. 48, p. 319-340 22 p.

Research output: Contribution to journalArticleResearchpeer-review

Brain
Tissue
Constitutive models
Histology
Diffusion tensor imaging

Minimization and maximization versions of the quadratic travelling salesman problem

Oswin, A., Fischer, A., Fischer, F., Meier, J. F., Pferschy, U., Pilz, A. & Staněk, R., 3 Apr 2017, In : Optimization. 66, 4, p. 521-546 26 p.

Research output: Contribution to journalArticleResearchpeer-review

Traveling salesman problem
Travelling salesman problems
Elimination
Metric
Linearization

Model-based vestibular afferent stimulation: Modular workflow for analyzing stimulation scenarios in patient specific and statistical vestibular anatomy

Handler, M., Schier, P., Fritscher, K., Raudaschl, P., Chacko, L. J., Glückert, R., Saba, R., Schubert, R., Baumgarten, D. & Baumgartner, C., 5 Dec 2017, In : Frontiers in neuroscience. 11, 713, 17 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Modeling hypothermia induced effects for the heterogeneous ventricular tissue from cellular level to the impact on the ECG

Kienast, R., Handler, M., Stöger, M., Daniel, B., Hanser, F. & Baumgartner, C., 16 Aug 2017, In : PLoS ONE. 12(8), p. e0182979 22 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Multiscale and Multiaxial Mechanics of Vascular Smooth Muscle

Murtada, S-I., Humphrey, J. D. & Holzapfel, G., 8 Aug 2017, In : Biophysical Journal. 113, 3, p. 714-727 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Mechanics
Vascular Smooth Muscle
Smooth Muscle
Theoretical Models
Extracellular Matrix

Neuromorphic Hardware In The Loop: Training a Deep Spiking Network on the BrainScaleS Wafer-Scale System

Schmitt, S., Klähn, J., Bellec, G. E. F., Grübl, A., Maurice, G., Hartl, A., Hartmann, S., Husmann, D., Husmann, K., Jeltsch, S., Karasenko, V., Kleider, M., Koke, C., Kononov, A., Mauch, C., Müller, E., Müller, P., Partzsch, J., Petrovici, M., Schiefer, S. & 9 othersScholze, S., Thanasoulis, V., Vogginger, B., Legenstein, R., Maass, W., Mayr, C., Schüffny, R., Schemmel, J. & Meier, K., 17 Mar 2017, In : arXiv.org e-Print archive. arXiv:1703.01909, 8 p.

Research output: Contribution to journalArticleResearch

File
Hardware
Substrates
Backpropagation
Energy utilization
Neural networks

OmniColor – A Smart Glasses App to Support Colorblind People

Lausegger, G. C., Spitzer, M. & Ebner, M., 24 Jul 2017, In : International Journal of Interactive Mobile Technologies. p. 161-177

Research output: Contribution to journalArticleResearchpeer-review

Open Access

On fiber dispersion models: exclusion of compressed fibers and spurious model comparisons

Holzapfel, G. & Ogden, R. W., 2017, In : Journal of elasticity. 129, p. 49-68

Research output: Contribution to journalArticleResearchpeer-review

Online Reduction of Artifacts in EEG of Simultaneous EEG-fMRI Using Reference Layer Adaptive Filtering (RLAF)

Steyrl, D., Krausz, G., Koschutnig, K., Edlinger, G. & Müller-Putz, G. R., 9 Nov 2017, In : Brain Topography.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Artifacts
Electroencephalography
Magnetic Resonance Imaging
Alpha Rhythm
Visual Evoked Potentials

On the Convergence of Modeling and Simulation

Augsdörfer, U. & Riffnaller-Schiefer, A., 21 Aug 2017, In : IEEE computer graphics and applications. 37, 4, p. 8-13 6 p.

Research output: Contribution to journalArticleResearch

Product development
Structural integrity
Product design
Merging
Specifications

Packing plane spanning trees and paths in complete geometric graphs

Aichholzer, O., Hackl, T., Korman, M., van Kreveld, M., Löffler, M., Pilz, A., Speckmann, B. & Welzl, E., 1 Aug 2017, In : Information Processing Letters. 124, p. 35-41 7 p.

Research output: Contribution to journalArticleResearchpeer-review

Geometric Graphs
Spanning tree
Complete Graph
Packing
Path

Partial Differential Equations — Towards a gradient flow for microstructure

Eggeling, E., 2017, In : Rendiconti Lincei / Matematica e Applicazioni. 28, 4, p. 777-805

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Gradient Flow
Statistic
Microstructure
Partial differential equation
Grain Boundary

Pattern representation and recognition with accelerated analog neuromorphic systems

Petrovici, M. A., Schmitt, S., Klähn, J., Stöckel, D., Schroeder, A., Bellec, G., Bill, J., Breitwieser, O., Bytschok, I., Grübl, A., Güttler, M., Hartel, A., Hartmann, S., Husmann, D., Husmann, K., Jeltsch, S., Karasenko, V., Kleider, M., Koke, C., Kononov, A. & 15 othersMauch, C., Müller, P., Partzsch, J., Pfeil, T., Schiefer, S., Scholze, S., Subramoney, A., Thanasoulis, V., Vogginger, B., Legenstein, R., Maass, W., Schüffny, R., Mayr, C., Schemmel, J. & Meier, K., 17 Mar 2017, In : arXiv.org e-Print archive. preprint arXiv:1703.06043, 4 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Hardware
Network components
Neurology
Dynamical systems
Neural networks

Pocket Code – Programmieren für Alle mit einem offenen Online-Kurs

Ebner, M., Janisch, S., Höllerbauer, B., Grandl, M. & Slany, W., 3 Apr 2017, fnma-Magazin, 01/2017, p. 16-19.

Research output: Contribution to specialist publicationArticleResearch

Poluautomatsko stvaranje priča/sadržaja za geografski poslužitelj

Mehmood, R. & Maurer, H., 1 Jun 2017, In : Kartografija i Geoinformacije. 16, 27, p. 12-25 14 p.

Research output: Contribution to journalArticleResearchpeer-review

sentences
geography
personnel
food
cleaning

Procedural modeling of architecture with round geometry

Edelsbrunner, J., Havemann, S., Sourin, A. & Fellner, D. W., 1 May 2017, In : Computers & graphics. 64, p. 14-25 12 p.

Research output: Contribution to journalArticleResearchpeer-review

Facades
Geometry
Domes
Towers
Costs

Property-Based Testing of Web Services by Deriving Properties from Business-Rule Models

Aichernig, B. K. & Schumi, R. A., 2017, In : Software and Systems Modeling.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
Business Rules
Web services
Web Services
Testing
Industry

Reference layer adaptive filtering (RLAF) for EEG artifact reduction in simultaneous EEG-fMRI

Steyrl, D., Krausz, G., Koschutnig, K., Edlinger, G. & Müller-Putz, G., 3 Feb 2017, In : Journal of neural engineering. 14, 2, p. 1-20

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Adaptive filtering
Electroencephalography
Artifacts
Magnetic Resonance Imaging
Visual Evoked Potentials

Reproducibility of relaxometry of human lumbar vertebrae at 3 Tesla usingH MR spectroscopy

Neumayer, B., Widek, T., Stollberger, R. & Scheurer, E., 12 Dec 2017, In : Journal of magnetic resonance imaging.

Research output: Contribution to journalArticleResearchpeer-review

Lumbar Vertebrae
Magnetic Resonance Spectroscopy
Fats
Water
Volunteers

Reward-based stochastic self-configuration of neural circuits

Kappel, D., Legenstein, R., Habenschuss, S., Hsieh, M. & Maass, W., 2017, In : arXiv.org e-Print archive. arXiv preprint arXiv:1704.04238, 32 p.

Research output: Contribution to journalArticleResearchpeer-review

Plasticity
Networks (circuits)
Fokker Planck equation
Random processes
Sampling

Rheological characterization of human brain tissue

Budday, S., Sommer, G., Holzapfel, G., Haybaeck, J., Steinmann, P. & Kuhl, E., 2017, In : Acta biomaterialia. 60, p. 315-329

Research output: Contribution to journalArticleResearchpeer-review

Roof type selection based on patch-based classification using deep learning for high resolution satellite imagery

Partovi, T., Fraundorfer, F., Azimi, S., Marmanis, D. & Reinartz, P., 30 May 2017, In : International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. 42, 1W1, p. 653-657 5 p.

Research output: Contribution to journalArticleResearchpeer-review

Satellite imagery
satellite imagery
Roofs
roof
learning

Scaling up liquid state machines to predict over address events from dynamic vision sensors

Kaiser, J., Stal, R., Subramoney, A., Roennau, A. & Dillmann, R., 1 Sep 2017, In : Bioinspiration & Biomimetics. 12, 5

Research output: Contribution to journalArticleResearchpeer-review

Robotics
Neurosciences
Sensors
Liquids
Silicon

Segmentation and classification of colon glands with deep convolutional neural networks and total variation regularization

Kainz, P., Pfeiffer, M. & Urschler, M., 3 Oct 2017, In : PeerJ. 5, 28 p., e3874.

Research output: Contribution to journalArticleResearchpeer-review

neural networks
colon
Colon
Tissue
Neural networks
Aortic Valve
Geometry
Biomedical Engineering
Boidae
Parametric Analysis

Social Semantic Search: A Case Study on Web 2.0 for Science

De Vocht, L., Selver, S., Verborgh, R., Mannens, E. & Ebner, M., 30 Sep 2017, In : International journal on semantic web and information systems. 13, 4, p. 155-180

Research output: Contribution to journalArticleResearchpeer-review

Software Systems Engineering programmes a capability approach

Meersman, R. A., 1 Mar 2017, In : The Journal of Systems and Software . 125, March 2017, p. 354 364 p.

Research output: Contribution to journalArticleResearchpeer-review

Speckle Reduction with Trained Nonlinear Diffusion Filtering

Feng, W. & Chen, Y., 1 May 2017, In : Journal of Mathematical Imaging and Vision. 58, 1, p. 162-178 17 p.

Research output: Contribution to journalArticleResearchpeer-review

Nonlinear Diffusion
Speckle
Filtering
Speckle Noise
Image Restoration