Frank Kramer

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 39

Top Topics

Medical Image Segmentation

Convolutional Neural Networks

Gene Expression Profiles

Top Venues

J. Biomed. Informatics

Publications

Dominik Müller, Philip Meyer, Lukas Rentschler, Robin Manz, Daniel Hieber, Jonas Bäcker, Samantha Cramer, Christoph Wengenmayr, Bruno Märkl, Ralf Huss, Frank Kramer, Iñaki Soto Rey, Johannes Raffler
Assessing the Performance of Deep Learning for Automated Gleason Grading in Prostate Cancer. CoRR (2024)
Dominik Müller, Dennis Hartmann, Iñaki Soto Rey, Frank Kramer
Abstract: AUCMEDI - Von der Insellösung zur einheitlichen und automatischen Klassifizierung von Medizinischen Bildern. Bildverarbeitung für die Medizin (2023)
Elisabeth Veronica Mess, Julia Krumme, Frank Kramer, Alexandra Teynor
Data and Information Problems in Health Care and How Creative Methods Might Solve Them. ICIMTH (2023)
Dominik Müller, Niklas Schröter, Silvan Mertes, Fabio Hellmann, Miriam Elia, Wolfgang Reif, Bernhard Bauer, Elisabeth André, Frank Kramer
Towards Automated COVID-19 Presence and Severity Classification. CoRR (2023)
Johann Frei, Frank Kramer
Annotated dataset creation through large language models for non-english medical NLP. J. Biomed. Informatics 145 (2023)
Dominik Müller, Silvan Mertes, Niklas Schröter, Fabio Hellmann, Miriam Elia, Bernhard Bauer, Wolfgang Reif, Elisabeth André, Frank Kramer
Towards Automated COVID-19 Presence and Severity Classification. MIE (2023)
Johann Frei, Ludwig Frei-Stuber, Frank Kramer
GERNERMED++: Semantic annotation in German medical NLP through transfer-learning, translation and word alignment. J. Biomed. Informatics 147 (2023)
Florian Auer, Nadja Bramkamp, Simone Mayer, Dominik Müller, Frank Kramer
The RCX Extension Hub: A Resource for Implementations Extending the R Adaption of the Cytoscape Exchange Format. MIE (2023)
Steffen Netzband, Katharina Ott, Florian Auer, Frank Kramer
Evaluation of the Availability of Nursing Quality Indicators in German FHIR Implementations. ICIMTH (2023)
Dominik Müller, Iñaki Soto Rey, Frank Kramer
Towards a Guideline for Evaluation Metrics in Medical Image Segmentation. CoRR (2022)
Florian Auer, Zhibek Abdykalykova, Dominik Müller, Frank Kramer
Implementation of Gene Expression Profiles in the HL7 FHIR Standard. MIE (2022)
Johann Frei, Frank Kramer
GERNERMED: An open German medical NER model. Softw. Impacts 11 (2022)
Simone Mayer, Dominik Müller, Frank Kramer
Standardized Medical Image Classification across Medical Disciplines. CoRR (2022)
Dominik Müller, Iñaki Soto Rey, Frank Kramer
An Analysis on Ensemble Learning Optimized Medical Image Classification With Deep Convolutional Neural Networks. IEEE Access 10 (2022)
Florian Auer, Zhibek Abdykalykova, Dominik Müller, Frank Kramer
Adaptation of HL7 FHIR for the Exchange of Patients' Gene Expression Profiles. ICIMTH (2022)
Dominik Müller, Iñaki Soto Rey, Frank Kramer
An Analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural Networks. CoRR (2022)
Dominik Müller, Dennis Hartmann, Philip Meyer, Florian Auer, Iñaki Soto Rey, Frank Kramer
MISeval: A Metric Library for Medical Image Segmentation Evaluation. MIE (2022)
Dominik Müller, Dennis Hartmann, Philip Meyer, Florian Auer, Iñaki Soto Rey, Frank Kramer
MISeval: a Metric Library for Medical Image Segmentation Evaluation. CoRR (2022)
Florian Auer, Simone Mayer, Frank Kramer
Data-dependent visualization of biological networks in the web-browser with NDExEdit. PLoS Comput. Biol. 18 (6) (2022)
Florian Auer, Johann Frei, Dominik Müller, Frank Kramer
Perspective on Code Submission and Automated Evaluation Platforms for University Teaching. CoRR (2022)
Johann Frei, Ludwig Frei-Stuber, Frank Kramer
GERNERMED++: Transfer Learning in German Medical NLP. CoRR (2022)
Adrian Pfleiderer, Dominik Müller, Frank Kramer
Nucleus Segmentation and Analysis in Breast Cancer with the MIScnn Framework. CoRR (2022)
Johann Frei, Frank Kramer
Annotated Dataset Creation through General Purpose Language Models for non-English Medical NLP. CoRR (2022)
Dennis Hartmann, Verena Schmid, Philip Meyer, Iñaki Soto Rey, Dominik Müller, Frank Kramer
MISm: A Medical Image Segmentation Metric for Evaluation of weak labeled Data. CoRR (2022)
Dominik Müller, Iñaki Soto Rey, Frank Kramer
Multi-Disease Detection in Retinal Imaging Based on Ensembling Heterogeneous Deep Learning Models. GMDS (2021)
Dominik Fuchs, Ann-Kathrin Waibel, Maximilian Karthan, Nadine Seifert, Michael Örtl, Sabrina Bethge, Gina Fischer, Luca Waschbüsch, Steffen Netzband, Frank Kramer, Andreas Mahler, Alexandra Teynor, Dominik Merli, Elisabeth Veronica Mess, Jennifer Öttinger, Stefanie Schmid, Amelie Scheu, Walter Swoboda, Petra Friedrich
CARE REGIO - Digital Transformation and Technology in Nursing Care. ICIMTH (2021)
Florian Auer, Johann Frei, Dominik Müller, Frank Kramer
Perspective on Code Submission and Automated Evaluation Platforms for University Teaching. MedInfo (2021)
Pia Schneider, Dominik Müller, Frank Kramer
Classification of Viral Pneumonia X-ray Images with the Aucmedi Framework. CoRR (2021)
Dominik Müller, Frank Kramer
MIScnn: a framework for medical image segmentation with convolutional neural networks and deep learning. BMC Medical Imaging 21 (1) (2021)
Johann Frei, Frank Kramer
GERNERMED - An Open German Medical NER Model. CoRR (2021)
Dennis Hartmann, Dominik Müller, Iñaki Soto Rey, Frank Kramer
Assessing the Role of Random Forests in Medical Image Segmentation. CoRR (2021)
Dominik Müller, Iñaki Soto Rey, Frank Kramer
Multi-Disease Detection in Retinal Imaging based on Ensembling Heterogeneous Deep Learning Models. CoRR (2021)
Philip Meyer, Dominik Müller, Iñaki Soto Rey, Frank Kramer
COVID-19 Image Segmentation Based on Deep Learning and Ensemble Learning. MIE (2021)
Dominik Müller, Iñaki Soto Rey, Frank Kramer
Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net. CoRR (2020)
Hryhorii Chereda, Annalen Bleckmann, Frank Kramer, Andreas Leha, Tim Beißbarth
Utilizing Molecular Network Information via Graph Convolutional Neural Networks to Predict Metastatic Event in Breast Cancer. GMDS (2019)
Dominik Müller, Frank Kramer
MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning. CoRR (2019)
Frank Kramer, Steffen Just, Tanja Zeller
New perspectives: systems medicine in cardiovascular disease. BMC Syst. Biol. 12 (1) (2018)
Florian Auer, Zaynab Hammoud, Alexandr Ishkin, Dexter Pratt, Trey Ideker, Frank Kramer
ndexr - an R package to interface with the network data exchange. Bioinform. 34 (4) (2018)
Michaela Bayerlová, Klaus Jung, Frank Kramer, Florian Klemm, Annalen Bleckmann, Tim Beißbarth
Comparative study on gene set and pathway topology-based enrichment methods. BMC Bioinform. 16 (2015)
Frank Kramer, Michaela Bayerlová, Florian Klemm, Annalen Bleckmann, Tim Beißbarth
rBiopaxParser - an R package to parse, modify and visualize BioPAX data. Bioinform. 29 (4) (2013)