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Frank Krämer

Towards a guideline for evaluation metrics in medical image segmentation
2022 · Dominik Müller, Iñaki Soto-Rey, et al. · BMC Research Notes · 812
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Estrogen-Dependent Gene Transcription in Human Breast Cancer Cells Relies upon Proteasome-Dependent Monoubiquitination of Histone H2B
2011 · Tanja Prenzel, Yvonne Begus-Nahrmann, et al. · Cancer Research · 167
An Analysis on Ensemble Learning Optimized Medical Image Classification With Deep Convolutional Neural Networks
2022 · Dominik Muller, Inaki Soto-Rey, et al. · IEEE Access · 158
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The Histone H2B Monoubiquitination Regulatory Pathway Is Required for Differentiation of Multipotent Stem Cells
2012 · Oleksandra Karpiuk, Zeynab Najafova, et al. · Molecular Cell · 155
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MIScnn: a framework for medical image segmentation with convolutional neural networks and deep learning
2021 · Dominik Müller, Frank Kramer · BMC Medical Imaging · 149
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Chemoradiotherapy Resistance in Colorectal Cancer Cells is Mediated by Wnt/β-catenin Signaling
2017 · Georg Emons, Melanie Spitzner, et al. · Molecular Cancer Research · 144
β-catenin-independent WNT signaling in basal-like breast cancer and brain metastasis
2010 · F. Klemm, A. Bleckmann, et al. · Carcinogenesis · 139
STAT3 inhibition sensitizes colorectal cancer to chemoradiotherapy in vitro and in vivo
2013 · Melanie Spitzner, Birte Roesler, et al. · International Journal of Cancer · 132
Explaining decisions of graph convolutional neural networks: patient-specific molecular subnetworks responsible for metastasis prediction in breast cancer
2021 · Hryhorii Chereda, Annalen Bleckmann, et al. · Genome Medicine · 125
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Multilayer networks: aspects, implementations, and application in biomedicine
2020 · Zaynab Hammoud, Frank Kramer · Big Data Analytics · 122
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Robust chest CT image segmentation of COVID-19 lung infection based on limited data
2021 · Dominik Müller, Iñaki Soto-Rey, et al. · Informatics in Medicine Unlocked · 113
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GottBERT: a pure German Language Model
2024 · Raphael Scheible, Johann Frei, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 104
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Silencing of the Wnt transcription factor TCF4 sensitizes colorectal cancer cells to (chemo-) radiotherapy
2011 · Emil Kendziorra, Kerstin Ahlborn, et al. · Carcinogenesis · 91
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Comparative study on gene set and pathway topology-based enrichment methods
2015 · Michaela Bayerlová, Klaus Jung, et al. · BMC Bioinformatics · 90
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A Gene Expression Signature for Chemoradiosensitivity of Colorectal Cancer Cells
2010 · Melanie Spitzner, Georg Emons, et al. · International Journal of Radiation Oncology*Biology*Physics · 88
The histone methyltransferase DOT1L is required for proper DNA damage response, DNA repair, and modulates chemotherapy responsiveness
2019 · Vijayalakshmi Kari, Sanjay Kumar Raul, et al. · Clinical Epigenetics · 74
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Identification of a microRNA expression signature for chemoradiosensitivity of colorectal cancer cells, involving miRNAs-320a, -224, -132 and let7g
2013 · Junius Salendo, Melanie Spitzner, et al. · Radiotherapy and Oncology · 71
Systems-wide RNAi analysis of CASP8AP2/FLASH shows transcriptional deregulation of the replication-dependent histone genes and extensive effects on the transcriptome of colorectal cancer cells
2012 · Amanda B Hummon, Jason J Pitt, et al. · Molecular Cancer · 66
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Annotated dataset creation through large language models for non-english medical NLP
2023 · Johann Frei, Frank Kramer · Journal of Biomedical Informatics · 57
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Nuclear LEF1/TCF4 correlate with poor prognosis but not with nuclear β-catenin in cerebral metastasis of lung adenocarcinomas
2012 · A. Bleckmann, L. Siam, et al. · Clinical & Experimental Metastasis · 47
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UDP glucuronosyltransferase 1A expression levels determine the response of colorectal cancer cells to the heat shock protein 90 inhibitor ganetespib
2014 · H Landmann, D A Proia, et al. · Cell Death and Disease · 44
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Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net
2020 · Müller, Dominik, Rey, Iñaki Soto, et al. · Zenodo (CERN European Organization for Nuclear Research) · 40
Multi-Disease Detection in Retinal Imaging Based on Ensembling Heterogeneous Deep Learning Models
2021 · Dominik Müller, Iñaki Soto-Rey, et al. · Studies in health technology and informatics · 37
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Utilizing Molecular Network Information via Graph Convolutional Neural Networks to Predict Metastatic Event in Breast Cancer
2019 · Chereda Hryhorii, Bleckmann Annalen, et al. · Studies in health technology and informatics · 37
rBiopaxParser—an R package to parse, modify and visualize BioPAX data
2012 · Frank Kramer, Michaela Bayerlová, et al. · Bioinformatics · 37
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Works count: 206
Citation count: 3,706
H-index: 29
I10-index: 48
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