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

por Kim, Hee E., Maros, Mate E., Siegel, Fabian, Ganslandt, Thomas
Publicado 2022

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

por Kim, Hee E., Maros, Mate E., Miethke, Thomas, Kittel, Maximilian, Siegel, Fabian, Ganslandt, Thomas
Publicado 2023

Myelofibrosis progression grading based on type I and type III collagen and fibrillin 1 expression boosted by whole slide image analysis

por Szekely, Tamas, Wichmann, Barna, Maros, Mate E, Csizmadia, Annamaria, Bodor, Csaba, Timar, Botond, Krenacs, Tibor
Publicado 2022

Transfer learning for medical image classification: a literature review

por Kim, Hee E., Cosa-Linan, Alejandro, Santhanam, Nandhini, Jannesari, Mahboubeh, Maros, Mate E., Ganslandt, Thomas
Publicado 2022

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

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

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...

por Wenz, Holger, Maros, Máté E., Meyer, Mathias, Gawlitza, Joshua, Förster, Alex, Haubenreisser, Holger, Kurth, Stefan, Schoenberg, Stefan O., Groden, Christoph, Henzler, Thomas
Publicado 2016

Cell Cycle Regulatory Protein Expression in Multinucleated Giant Cells of Giant Cell Tumor of Bone: do They Proliferate?

por Maros, Mate E., Balla, Peter, Micsik, Tamas, Sapi, Zoltan, Szendroi, Miklos, Wenz, Holger, Groden, Christoph, Forsyth, Ramses G., Picci, Piero, Krenacs, Tibor
Publicado 2021

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

por Maros, Máté E., Cho, Chang Gyu, Junge, Andreas G., Kämpgen, Benedikt, Saase, Victor, Siegel, Fabian, Trinkmann, Frederik, Ganslandt, Thomas, Groden, Christoph, Wenz, Holger
Publicado 2021

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

por Wenz, Holger, Maros, Máté E., Meyer, Mathias, Förster, Alex, Haubenreisser, Holger, Kurth, Stefan, Schoenberg, Stefan O., Flohr, Thomas, Leidecker, Christianne, Groden, Christoph, Scharf, Johann, Henzler, Thomas
Publicado 2015

PSEN1/SLC20A2 double mutation causes early-onset Alzheimer’s disease and primary familial brain calcification co-morbidity

por Hebestreit, Sophie, Schwahn, Janine, Sandikci, Vesile, Maros, Mate E., Valkadinov, Ivan, Yilmaz, Rüstem, Eckrich, Lukas, Loghmani, Seyed Babak, Lesch, Hendrik, Conrad, Julian, Wenz, Holger, Ebert, Anne, Brenner, David, Weishaupt, Jochen H.
Publicado 2023

Good Clinical Outcome Decreases With Number of Retrieval Attempts in Stroke Thrombectomy: Beyond the First-Pass Effect

por Flottmann, Fabian, Brekenfeld, Caspar, Broocks, Gabriel, Leischner, Hannes, McDonough, Rosalie, Faizy, Tobias D., Deb-Chatterji, Milani, Alegiani, Anna, Thomalla, Götz, Mpotsaris, Anastasios, Nolte, Christian H., Fiehler, Jens, Maros, Máté E.
Publicado 2021

Association Between Recanalization Attempts and Functional Outcome After Thrombectomy for Large Ischemic Stroke

por Winkelmeier, Laurens, Faizy, Tobias D., Broocks, Gabriel, Meyer, Lukas, Heitkamp, Christian, Brekenfeld, Caspar, Thaler, Christian, Steffen, Paul, Schell, Maximilian, Deb-Chatterji, Milani, Hanning, Uta, Kniep, Helge, Maros, Máté E., Thomalla, Götz, Fiehler, Jens, Flottmann, Fabian Alexander
Publicado 2023