Frank Kramer

According to our database, Frank Kramer authored at least 40 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

RFMiD: Retinal Image Analysis for multi-Disease Detection challenge.

Samiksha Pachade, Prasanna Porwal, Manesh Kokare, Girish Deshmukh, Vivek Sahasrabuddhe, Zhengbo Luo, Feng Han, Zitang Sun, Li Qihan, Sei-ichiro Kamata, Edward Ho, Edward Wang, Asaanth Sivajohan, Saerom Youn, Kevin Lane, Jin Chun, Xinliang Wang, Yunchao Gu, Sixu Lu, Young-tack Oh, Hyunjin Park, Chia-Yen Lee, Hung Yeh, Kai-Wen Cheng, Haoyu Wang, Jin Ye, Junjun He, Lixu Gu, Dominik Müller, Iñaki Soto Rey, Frank Kramer, Hidehisa Arai, Yuma Ochi, Takami Okada, Luca Giancardo, Gwenolé Quellec, Fabrice Mériaudeau

Medical Image Anal., 2025

2024

Deep Learning Based Automatic Fibroglandular Tissue Segmentation in Breast Magnetic Resonance Imaging Screening.

Guelsuem Pehlivan, Carl Mathis Wild, Julia Baumgartl, Dennis Hartmann, Nina Ditsch, Frank Kramer, Dominik Müller

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Towards a FHIR-Based Framework for Analyzing Nursing-Related Data in Smaller Sized Care Facilities.

Steffen Netzband, Dominik Müller, Stefanie Meyer, Jeton Iseni, Frank Kramer

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Assessing the Performance of Deep Learning for Automated Gleason Grading in Prostate Cancer.

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

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

A Web-Based Questionnaire Builder to Facilitate form Management for the Electronic Data Capture with REDCap.

Florian Auer, Frank Kramer

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Predicting Overall Survival of Glioblastoma Patients Using Deep Learning Classification Based on MRIs.

Katharina Ott, Santiago Cepeda, Dennis Hartmann, Frank Kramer, Dominik Müller

Proceedings of the German Medical Data Sciences 2024 - Health, 2024

GottBERT: a pure German Language Model.

Raphael Scheible, Johann Frei, Fabian Thomczyk, Henry He, Patric Tippmann, Jochen Knaus, Victor Jaravine, Frank Kramer, Martin Boeker

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Creating Ontology-annotated Corpora from Wikipedia for Medical Named-entity Recognition.

Johann Frei, Frank Kramer

Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024

2023

GERNERMED++: Semantic annotation in German medical NLP through transfer-learning, translation and word alignment.

Johann Frei, Ludwig Frei-Stuber, Frank Kramer

J. Biomed. Informatics, November, 2023

Annotated dataset creation through large language models for non-english medical NLP.

Johann Frei, Frank Kramer

J. Biomed. Informatics, September, 2023

Towards Automated COVID-19 Presence and Severity Classification.

Dominik Müller, Silvan Mertes, Niklas Schröter, Fabio Hellmann, Miriam Elia, Bernhard Bauer, Wolfgang Reif, Elisabeth André, Frank Kramer

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

The RCX Extension Hub: A Resource for Implementations Extending the R Adaption of the Cytoscape Exchange Format.

Florian Auer, Nadja Bramkamp, Simone Mayer, Dominik Müller, Frank Kramer

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Evaluation of the Availability of Nursing Quality Indicators in German FHIR Implementations.

Steffen Netzband, Katharina Ott, Florian Auer, Frank Kramer

Proceedings of the Healthcare Transformation with Informatics and Artificial Intelligence, 2023

Data and Information Problems in Health Care and How Creative Methods Might Solve Them.

Elisabeth Veronica Mess, Julia Krumme, Frank Kramer, Alexandra Teynor

Proceedings of the Healthcare Transformation with Informatics and Artificial Intelligence, 2023

Abstract: AUCMEDI - Von der Insellösung zur einheitlichen und automatischen Klassifizierung von Medizinischen Bildern.

Dominik Müller, Dennis Hartmann, Iñaki Soto Rey, Frank Kramer

Proceedings of the Bildverarbeitung für die Medizin 2023, 2023

2022

GERNERMED: An open German medical NER model.

Johann Frei, Frank Kramer

Softw. Impacts, 2022

Data-dependent visualization of biological networks in the web-browser with NDExEdit.

Florian Auer, Simone Mayer, Frank Kramer

PLoS Comput. Biol., 2022

MISm: A Medical Image Segmentation Metric for Evaluation of weak labeled Data.

Dennis Hartmann, Verena Schmid, Philip Meyer, Iñaki Soto Rey, Dominik Müller, Frank Kramer

CoRR, 2022

Standardized Medical Image Classification across Medical Disciplines.

Simone Mayer, Dominik Müller, Frank Kramer

CoRR, 2022

Annotated Dataset Creation through General Purpose Language Models for non-English Medical NLP.

Johann Frei, Frank Kramer

CoRR, 2022

GERNERMED++: Transfer Learning in German Medical NLP.

Johann Frei, Ludwig Frei-Stuber, Frank Kramer

CoRR, 2022

Towards a Guideline for Evaluation Metrics in Medical Image Segmentation.

Dominik Müller, Iñaki Soto Rey, Frank Kramer

CoRR, 2022

An Analysis on Ensemble Learning Optimized Medical Image Classification With Deep Convolutional Neural Networks.

Dominik Müller, Iñaki Soto Rey, Frank Kramer

IEEE Access, 2022

MISeval: A Metric Library for Medical Image Segmentation Evaluation.

Dominik Müller, Dennis Hartmann, Philip Meyer, Florian Auer, Iñaki Soto Rey, Frank Kramer

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Implementation of Gene Expression Profiles in the HL7 FHIR Standard.

Florian Auer, Zhibek Abdykalykova, Dominik Müller, Frank Kramer

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Adaptation of HL7 FHIR for the Exchange of Patients' Gene Expression Profiles.

Florian Auer, Zhibek Abdykalykova, Dominik Müller, Frank Kramer

Proceedings of the Advances in Informatics, Management and Technology in Healthcare, 2022

2021

Classification of Viral Pneumonia X-ray Images with the Aucmedi Framework.

Pia Schneider, Dominik Müller, Frank Kramer

CoRR, 2021

Assessing the Role of Random Forests in Medical Image Segmentation.

Dennis Hartmann, Dominik Müller, Iñaki Soto Rey, Frank Kramer

CoRR, 2021

MIScnn: a framework for medical image segmentation with convolutional neural networks and deep learning.

Dominik Müller, Frank Kramer

BMC Medical Imaging, 2021

COVID-19 Image Segmentation Based on Deep Learning and Ensemble Learning.

Philip Meyer, Dominik Müller, Iñaki Soto Rey, Frank Kramer

Proceedings of the Public Health and Informatics, 2021

Perspective on Code Submission and Automated Evaluation Platforms for University Teaching.

Florian Auer, Johann Frei, Dominik Müller, Frank Kramer

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

CARE REGIO - Digital Transformation and Technology in Nursing Care.

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

Proceedings of the Informatics and Technology in Clinical Care and Public Health, 2021

Multi-Disease Detection in Retinal Imaging Based on Ensembling Heterogeneous Deep Learning Models.

Dominik Müller, Iñaki Soto Rey, Frank Kramer

Proceedings of the German Medical Data Sciences 2021: Digital Medicine: Recognize - Understand - Heal - Proceedings of the Joint Conference of the 66th Annual Meeting of the German Association of Medical Informatics, Biometry, and Epidemiology e.V. (gmds) and the 13th Annual Meeting of the TMF, 2021

2020

Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net.

Dominik Müller, Iñaki Soto Rey, Frank Kramer

CoRR, 2020

2019

Utilizing Molecular Network Information via Graph Convolutional Neural Networks to Predict Metastatic Event in Breast Cancer.

Hryhorii Chereda, Annalen Bleckmann, Frank Kramer, Andreas Leha, Tim Beißbarth

Proceedings of the German Medical Data Sciences: Shaping Change - Creative Solutions for Innovative Medicine - Proceedings of the 64th Annual Meeting of the German Association of Medical Informatics, Biometry and Epidemiology (gmds e.V.) 2019 in Dortmund, Germany, 2019

2018

New perspectives: systems medicine in cardiovascular disease.

Frank Kramer, Steffen Just, Tanja Zeller

BMC Syst. Biol., 2018

ndexr - an R package to interface with the network data exchange.

Florian Auer, Zaynab Hammoud, Alexandr Ishkin, Dexter Pratt, Trey Ideker, Frank Kramer

Bioinform., 2018

2016

Building pathway graphs from BioPAX data in R.

Nirupama Benis, Dirkjan Schokker, Frank Kramer, Mari A. Smits, María Suárez-Diez

F1000Research, 2016

2015

Comparative study on gene set and pathway topology-based enrichment methods.

Michaela Bayerlová, Klaus Jung, Frank Kramer, Florian Klemm, Annalen Bleckmann, Tim Beißbarth

BMC Bioinform., 2015

2013

rBiopaxParser - an R package to parse, modify and visualize BioPAX data.

Frank Kramer, Michaela Bayerlová, Florian Klemm, Annalen Bleckmann, Tim Beißbarth

Bioinform., 2013