Search Results - "Maros, Mate E."

Transfer learning for medical image classification: a literature review by Kim, Hee E, Cosa-Linan, Alejandro, Santhanam, Nandhini, Jannesari, Mahboubeh, Maros, Mate E, Ganslandt, Thomas

“…Transfer learning (TL) with convolutional neural networks aims to improve performances on a new task by leveraging the knowledge of similar tasks learned in…”
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In situ cell cycle analysis in giant cell tumor of bone reveals patients with elevated risk of reduced progression-free survival by Maros, Mate E., Schnaidt, Sven, Balla, Peter, Kelemen, Zoltan, Sapi, Zoltan, Szendroi, Miklos, Laszlo, Tamas, Forsyth, Ramses, Picci, Piero, Krenacs, Tibor

“…Giant cell tumor of bone (GCTB) is a frequently recurring locally aggressive osteolytic lesion, where pathological osteoclastogenesis and bone destruction are…”
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PSEN1/SLC20A2 double mutation causes early-onset Alzheimer’s disease and primary familial brain calcification co-morbidity by 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.

“…Primary familial brain calcification (PFBC; formerly Fahr’s disease) and early-onset Alzheimer’s disease (EOAD) may share partially overlapping pathogenic…”
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Rapid Convolutional Neural Networks for Gram-Stained Image Classification at Inference Time on Mobile Devices: Empirical Study from Transfer Learning to Optimization by Kim, Hee E, Maros, Mate E, Siegel, Fabian, Ganslandt, Thomas

“…Despite the emergence of mobile health and the success of deep learning (DL), deploying production-ready DL models to resource-limited devices remains…”
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Lightweight Visual Transformers Outperform Convolutional Neural Networks for Gram-Stained Image Classification: An Empirical Study by Kim, Hee E, Maros, Mate E, Miethke, Thomas, Kittel, Maximilian, Siegel, Fabian, Ganslandt, Thomas

“…We aimed to automate Gram-stain analysis to speed up the detection of bacterial strains in patients suffering from infections. We performed comparative…”
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The neglected need for psychological intervention in patients suffering from incidentally discovered intracranial aneurysms by Wenz, Holger, Wenz, Ralf, Maros, Máté E, Groden, Christoph, Schmieder, Kirsten, Fontana, Johann

“…Highlights • Higher prevalence of PTSD in incidental aneurysm (iA) patients compared to meningioma patients. • Higher prevalence of depression/psychological…”
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Machine learning workflows to estimate class probabilities for precision cancer diagnostics on DNA methylation microarray data by Maros, Máté E., Capper, David, Jones, David T. W., Hovestadt, Volker, von Deimling, Andreas, Pfister, Stefan M., Benner, Axel, Zucknick, Manuela, Sill, Martin

“…DNA methylation data-based precision cancer diagnostics is emerging as the state of the art for molecular tumor classification. Standards for choosing…”
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Myelofibrosis progression grading based on type I and type III collagen and fibrillin 1 expression boosted by whole slide image analysis by Szekely, Tamas, Wichmann, Barna, Maros, Mate E, Csizmadia, Annamaria, Bodor, Csaba, Timar, Botond, Krenacs, Tibor

“…Aims: The progression of primary myelofibrosis is characterised by ongoing extracellular matrix deposition graded based on ‘reticulin’ and ‘collagen’ fibrosis,…”
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Longitudinal imaging and evaluation of SAH-associated cerebral large artery vasospasm in mice using micro-CT and angiography by Weyer, Vanessa, Maros, Máté E, Kronfeld, Andrea, Kirschner, Stefanie, Groden, Christoph, Sommer, Clemens, Tanyildizi, Yasemin, Kramer, Martin, Brockmann, Marc A

“…Longitudinal in vivo imaging studies characterizing subarachnoid hemorrhage (SAH)-induced large artery vasospasm (LAV) in mice are lacking. We developed a…”
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Good Clinical Outcome Decreases With Number of Retrieval Attempts in Stroke Thrombectomy: Beyond the First-Pass Effect by 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.

“…Endovascular therapy is the standard of care in the treatment of acute ischemic stroke due to large-vessel occlusion. Often, more than one retrieval attempt is…”
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Influence of neurovascular anatomy on perforation site in different mouse strains using the filament perforation model for induction of subarachnoid hemorrhage by Weyer, Vanessa, Maros, Máté E, Kirschner, Stefanie, Krost-Reuhl, Samantha, Groden, Christoph, Kramer, Martin, Brockmann, Marc A, Kronfeld, Andrea

“…Background Filament perforation is a widely-used method to induce subarachnoid hemorrhage (SAH) in mice. Whereas the perforation site has been assumed to be in…”
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Individual glioblastoma cells harbor both proliferative and invasive capabilities during tumor progression by Ratliff, Miriam, Karimian-Jazi, Kianush, Hoffmann, Dirk C, Rauschenbach, Laurèl, Simon, Matthias, Hai, Ling, Mandelbaum, Henriette, Schubert, Marc C, Kessler, Tobias, Uhlig, Stefanie, Dominguez Azorin, Daniel, Jung, Erik, Osswald, Matthias, Solecki, Gergely, Maros, Máté E, Venkataramani, Varun, Glas, Martin, Etminan, Nima, Scheffler, Björn, Wick, Wolfgang, Winkler, Frank

“…Abstract Background Glioblastomas are characterized by aggressive and infiltrative growth, and by striking heterogeneity. The aim of this study was to…”
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Comparative analysis of machine learning algorithms for computer-assisted reporting based on fully automated cross-lingual RadLex mappings by Maros, Máté E., Cho, Chang Gyu, Junge, Andreas G., Kämpgen, Benedikt, Saase, Victor, Siegel, Fabian, Trinkmann, Frederik, Ganslandt, Thomas, Groden, Christoph, Wenz, Holger

“…Computer-assisted reporting (CAR) tools were suggested to improve radiology report quality by context-sensitively recommending key imaging biomarkers. However,…”
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Association Between Recanalization Attempts and Functional Outcome After Thrombectomy for Large Ischemic Stroke by 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

“…Recently, 3 randomized controlled trials provided high-level evidence that patients with large ischemic stroke achieved better functional outcomes after…”
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Prediction of tissue outcome in acute ischemic stroke based on single-phase CT angiography at admission by Palsson, Frosti, Forkert, Nils D, Meyer, Lukas, Broocks, Gabriel, Flottmann, Fabian, Maros, Máté E, Bechstein, Matthias, Winkelmeier, Laurens, Schlemm, Eckhard, Fiehler, Jens, Gellißen, Susanne, Kniep, Helge C

“…In acute ischemic stroke, prediction of the tissue outcome after reperfusion can be used to identify patients that might benefit from mechanical thrombectomy…”
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Sepsis and delayed cerebral ischemia are associated and have a cumulative effect on poor functional outcome in aneurysmal subarachnoid hemorrhage by Centner, Franz-Simon, Wenz, Holger, Oster, Mariella Eliana, Dally, Franz-Joseph, Sauter-Servaes, Johannes, Pelzer, Tanja, Schoettler, Jochen J, Hahn, Bianka, Abdulazim, Amr, Hackenberg, Katharian A M, Groden, Christoph, Krebs, Joerg, Thiel, Manfred, Etminan, Nima, Maros, Máté E

“…Although sepsis and delayed cerebral ischemia (DCI) are severe complications in patients with aneurysmal subarachnoid hemorrhage (aSAH) and share…”
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Cell Cycle Regulatory Protein Expression in Multinucleated Giant Cells of Giant Cell Tumor of Bone: do They Proliferate? by Maros, Mate E, Balla, Peter, Micsik, Tamas, Sapi, Zoltan, Szendroi, Miklos, Wenz, Holger, Groden, Christoph, Forsyth, Ramses G, Picci, Piero, Krenacs, Tibor

“…Cells of the monocyte macrophage lineage form multinucleated giant cells (GCs) by fusion, which may express some cell cycle markers. By using a comprehensive…”
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In vivo micro-CT imaging of untreated and irradiated orthotopic glioblastoma xenografts in mice: capabilities, limitations and a comparison with bioluminescence imaging by Kirschner, Stefanie, Felix, Manuela C., Hartmann, Linda, Bierbaum, Miriam, Maros, Máté E., Kerl, Hans U., Wenz, Frederik, Glatting, Gerhard, Kramer, Martin, Giordano, Frank A., Brockmann, Marc A.

“…Small animal imaging is of increasing relevance in biomedical research. Studies systematically assessing the diagnostic accuracy of contrast-enhanced in vivo…”
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Artificial Neural Network-Derived Cerebral Metabolic Rate of Oxygen for Differentiating Glioblastoma and Brain Metastasis in MRI: A Feasibility Study by Baazaoui, Hakim, Hubertus, Simon, Maros, Máté E., Mohamed, Sherif A., Förster, Alex, Schad, Lothar R., Wenz, Holger

“…Glioblastoma may appear similar to cerebral metastasis on conventional MRI in some cases, but their therapies differ significantly. This prospective…”
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Cell cycle analysis can differentiate thin melanomas from dysplastic nevi and reveals accelerated replication in thick melanomas by Kiszner, Gergo, Wichmann, Barnabas, Nemeth, Istvan B., Varga, Erika, Meggyeshazi, Nora, Teleki, Ivett, Balla, Peter, Maros, Mate E., Penksza, Karoly, Krenacs, Tibor

“…Cell replication integrates aberrations of cell cycle regulation and diverse upstream pathways which all can contribute to melanoma development and…”
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