Rapid Convolutional Neural Networks for Gram-Stained Image Classification at Inference Time on Mobile Devices: Empirical Study from Transfer Learning to Optimization

by Hee E. Kim, Mate E. Maros, Fabian Siegel, Thomas Ganslandt
Published 2022-11-01

Lightweight Visual Transformers Outperform Convolutional Neural Networks for Gram-Stained Image Classification: An Empirical Study

by Hee E. Kim, Mate E. Maros, Thomas Miethke, Maximilian Kittel, Fabian Siegel, Thomas Ganslandt
Published 2023-04-01

Transfer learning for medical image classification: a literature review

by Hee E. Kim, Alejandro Cosa-Linan, Nandhini Santhanam, Mahboubeh Jannesari, Mate E. Maros, Thomas Ganslandt
Published 2022-04-01

Artificial Neural Network-Derived Cerebral Metabolic Rate of Oxygen for Differentiating Glioblastoma and Brain Metastasis in MRI: A Feasibility Study

by Hakim Baazaoui, Simon Hubertus, Máté E. Maros, Sherif A. Mohamed, Alex Förster, Lothar R. Schad, Holger Wenz
Published 2021-10-01

Influence of neurovascular anatomy on perforation site in different mouse strains using the filament perforation model for induction of subarachnoid hemorrhage.

by Vanessa Weyer, Máté E Maros, Stefanie Kirschner, Samantha Krost-Reuhl, Christoph Groden, Martin Kramer, Marc A Brockmann, Andrea Kronfeld
Published 2022-01-01

Influence of neurovascular anatomy on perforation site in different mouse strains using the filament perforation model for induction of subarachnoid hemorrhage

by Vanessa Weyer, Máté E. Maros, Stefanie Kirschner, Samantha Krost-Reuhl, Christoph Groden, Martin Kramer, Marc A. Brockmann, Andrea Kronfeld
Published 2022-01-01

Sepsis and delayed cerebral ischemia are associated and have a cumulative effect on poor functional outcome in aneurysmal subarachnoid hemorrhage

by Franz-Simon Centner, Holger Wenz, Mariella Eliana Oster, Franz-Joseph Dally, Franz-Joseph Dally, Johannes Sauter-Servaes, Tanja Pelzer, Tanja Pelzer, Jochen J. Schoettler, Bianka Hahn, Amr Abdulazim, Katharian A. M. Hackenberg, Christoph Groden, Joerg Krebs, Manfred Thiel, Nima Etminan, Máté E. Maros, Máté E. Maros
Published 2024-05-01

Intra-individual diagnostic image quality and organ-specific-radiation dose comparison between spiral cCT with iterative image reconstruction and z-axis automated tube current modu...

by Holger Wenz, Máté E. Maros, Mathias Meyer, Joshua Gawlitza, Alex Förster, Holger Haubenreisser, Stefan Kurth, Stefan O. Schoenberg, Christoph Groden, Thomas Henzler
Published 2016-01-01

Comparative analysis of machine learning algorithms for computer-assisted reporting based on fully automated cross-lingual RadLex mappings

by Máté E. Maros, Chang Gyu Cho, Andreas G. Junge, Benedikt Kämpgen, Victor Saase, Fabian Siegel, Frederik Trinkmann, Thomas Ganslandt, Christoph Groden, Holger Wenz
Published 2021-03-01

Image Quality of 3rd Generation Spiral Cranial Dual-Source CT in Combination with an Advanced Model Iterative Reconstruction Technique: A Prospective Intra-Individual Comparison St...

by Holger Wenz, Máté E Maros, Mathias Meyer, Alex Förster, Holger Haubenreisser, Stefan Kurth, Stefan O Schoenberg, Thomas Flohr, Christianne Leidecker, Christoph Groden, Johann Scharf, Thomas Henzler
Published 2015-01-01

Prediction of tissue outcome in acute ischemic stroke based on single-phase CT angiography at admission

by Frosti Palsson, Frosti Palsson, Nils D. Forkert, Nils D. Forkert, Nils D. Forkert, Nils D. Forkert, Lukas Meyer, Gabriel Broocks, Fabian Flottmann, Máté E. Maros, Matthias Bechstein, Laurens Winkelmeier, Eckhard Schlemm, Jens Fiehler, Susanne Gellißen, Helge C. Kniep
Published 2024-03-01