Frank Kramer - RankMe

55 papers A* 1Journal 31Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Comparative Analysis of Machine Learning Models for 3-month Survival Prediction in Aneurysmal Subarachnoid Hemorrhage. Bildverarbeitung für die Medizin Alexia Rizoudis, Santiago Cepeda, Frank Kramer, Dominik Müller
2026	—	`conf`	Infherno: End-to-end Agent-based FHIR Resource Synthesis from Free-form Clinical Notes. EACL (System Demonstrations) Johann Frei, Nils Feldhus, Lisa Raithel, Roland Roller, Alexander Meyer, Frank Kramer
2025	J	`jnl`	Classifying Mitotic Figures in the MIDOG25 Challenge with Deep Ensemble Learning and Rule Based Refinement. CoRR Sara Krauss, Ellena Spieß, Daniel Hieber, Frank Kramer, Johannes Schobel, Dominik Müller
2025	—	`conf`	Classifying the AMi-Br Mitotic Figure Dataset with AUCMEDI. GMDS Daniel Hieber, Friederike Liesche-Starnecker, Johannes Schobel, Rüdiger Pryss, Frank Kramer, Dominik Müller
2025	J	`jnl`	Cross- & multi-lingual medication detection: a transformer-based analysis. BMC Medical Informatics Decis. Mak. Lisa Raithel, Johann Frei, Philippe Thomas, Roland Roller, Pierre Zweigenbaum, Sebastian Möller, Frank Kramer
2025	—	`conf`	Development Process of an Interdisciplinary Framework to Approach Data and Information Problems in Healthcare - Preliminary Results. ICHI Elisabeth Veronica Mess, Andreas Halbritter, Viktor Werlitz, Julia Krumme, Dominik Merli, Frank Kramer, Alexandra Teynor
2025	J	`jnl`	Infherno: End-to-end Agent-based FHIR Resource Synthesis from Free-form Clinical Notes. CoRR Johann Frei, Nils Feldhus, Lisa Raithel, Roland Roller, Alexander Meyer, Frank Kramer
2025	J	`jnl`	RFMiD: Retinal Image Analysis for multi-Disease Detection challenge. Medical Image Anal. 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
2024	—	`conf`	A Web-Based Questionnaire Builder to Facilitate form Management for the Electronic Data Capture with REDCap. MIE Florian Auer, Frank Kramer
2024	—	`conf`	Assessing the Performance of Deep Learning for Automated Gleason Grading in Prostate Cancer. MIE 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
2024	J	`jnl`	Assessing the Performance of Deep Learning for Automated Gleason Grading in Prostate Cancer. CoRR 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
2024	—	`conf`	Creating Ontology-annotated Corpora from Wikipedia for Medical Named-entity Recognition. BioNLP@ACL Johann Frei, Frank Kramer
2024	—	`conf`	Deep Learning Based Automatic Fibroglandular Tissue Segmentation in Breast Magnetic Resonance Imaging Screening. MIE Guelsuem Pehlivan, Carl Mathis Wild, Julia Baumgartl, Dennis Hartmann, Nina Ditsch, Frank Kramer, Dominik Müller
2024	A*	`conf`	GottBERT: a pure German Language Model. EMNLP Raphael Scheible, Johann Frei, Fabian Thomczyk, Henry He, Patric Tippmann, Jochen Knaus, Victor Jaravine, Frank Kramer, Martin Boeker
2024	—	`conf`	Predicting Overall Survival of Glioblastoma Patients Using Deep Learning Classification Based on MRIs. GMDS Katharina Ott, Santiago Cepeda, Dennis Hartmann, Frank Kramer, Dominik Müller
2024	—	`conf`	Towards a FHIR-Based Framework for Analyzing Nursing-Related Data in Smaller Sized Care Facilities. MIE Steffen Netzband, Dominik Müller, Stefanie Meyer, Jeton Iseni, Frank Kramer
2023	—	`conf`	Abstract: AUCMEDI - Von der Insellösung zur einheitlichen und automatischen Klassifizierung von Medizinischen Bildern. Bildverarbeitung für die Medizin Dominik Müller, Dennis Hartmann, Iñaki Soto Rey, Frank Kramer
2023	J	`jnl`	Annotated dataset creation through large language models for non-english medical NLP. J. Biomed. Informatics Johann Frei, Frank Kramer
2023	—	`conf`	Data and Information Problems in Health Care and How Creative Methods Might Solve Them. ICIMTH Elisabeth Veronica Mess, Julia Krumme, Frank Kramer, Alexandra Teynor
2023	—	`conf`	Evaluation of the Availability of Nursing Quality Indicators in German FHIR Implementations. ICIMTH Steffen Netzband, Katharina Ott, Florian Auer, Frank Kramer
2023	J	`jnl`	GERNERMED++: Semantic annotation in German medical NLP through transfer-learning, translation and word alignment. J. Biomed. Informatics Johann Frei, Ludwig Frei-Stuber, Frank Kramer
2023	—	`conf`	The RCX Extension Hub: A Resource for Implementations Extending the R Adaption of the Cytoscape Exchange Format. MIE Florian Auer, Nadja Bramkamp, Simone Mayer, Dominik Müller, Frank Kramer
2023	—	`conf`	Towards Automated COVID-19 Presence and Severity Classification. MIE Dominik Müller, Silvan Mertes, Niklas Schröter, Fabio Hellmann, Miriam Elia, Bernhard Bauer, Wolfgang Reif, Elisabeth André, Frank Kramer
2023	J	`jnl`	Towards Automated COVID-19 Presence and Severity Classification. CoRR Dominik Müller, Niklas Schröter, Silvan Mertes, Fabio Hellmann, Miriam Elia, Wolfgang Reif, Bernhard Bauer, Elisabeth André, Frank Kramer
2022	—	`conf`	Adaptation of HL7 FHIR for the Exchange of Patients' Gene Expression Profiles. ICIMTH Florian Auer, Zhibek Abdykalykova, Dominik Müller, Frank Kramer
2022	J	`jnl`	An Analysis on Ensemble Learning Optimized Medical Image Classification With Deep Convolutional Neural Networks. IEEE Access Dominik Müller, Iñaki Soto Rey, Frank Kramer
2022	J	`jnl`	An Analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural Networks. CoRR Dominik Müller, Iñaki Soto Rey, Frank Kramer
2022	J	`jnl`	Annotated Dataset Creation through General Purpose Language Models for non-English Medical NLP. CoRR Johann Frei, Frank Kramer
2022	J	`jnl`	Data-dependent visualization of biological networks in the web-browser with NDExEdit. PLoS Comput. Biol. Florian Auer, Simone Mayer, Frank Kramer
2022	J	`jnl`	GERNERMED++: Transfer Learning in German Medical NLP. CoRR Johann Frei, Ludwig Frei-Stuber, Frank Kramer
2022	J	`jnl`	GERNERMED: An open German medical NER model. Softw. Impacts Johann Frei, Frank Kramer
2022	—	`conf`	Implementation of Gene Expression Profiles in the HL7 FHIR Standard. MIE Florian Auer, Zhibek Abdykalykova, Dominik Müller, Frank Kramer
2022	—	`conf`	MISeval: A Metric Library for Medical Image Segmentation Evaluation. MIE Dominik Müller, Dennis Hartmann, Philip Meyer, Florian Auer, Iñaki Soto Rey, Frank Kramer
2022	J	`jnl`	MISeval: a Metric Library for Medical Image Segmentation Evaluation. CoRR Dominik Müller, Dennis Hartmann, Philip Meyer, Florian Auer, Iñaki Soto Rey, Frank Kramer
2022	J	`jnl`	MISm: A Medical Image Segmentation Metric for Evaluation of weak labeled Data. CoRR Dennis Hartmann, Verena Schmid, Philip Meyer, Iñaki Soto Rey, Dominik Müller, Frank Kramer
2022	J	`jnl`	Perspective on Code Submission and Automated Evaluation Platforms for University Teaching. CoRR Florian Auer, Johann Frei, Dominik Müller, Frank Kramer
2022	J	`jnl`	Standardized Medical Image Classification across Medical Disciplines. CoRR Simone Mayer, Dominik Müller, Frank Kramer
2022	J	`jnl`	Towards a Guideline for Evaluation Metrics in Medical Image Segmentation. CoRR Dominik Müller, Iñaki Soto Rey, Frank Kramer
2021	J	`jnl`	Assessing the Role of Random Forests in Medical Image Segmentation. CoRR Dennis Hartmann, Dominik Müller, Iñaki Soto Rey, Frank Kramer
2021	—	`conf`	CARE REGIO - Digital Transformation and Technology in Nursing Care. ICIMTH 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
2021	—	`conf`	COVID-19 Image Segmentation Based on Deep Learning and Ensemble Learning. MIE Philip Meyer, Dominik Müller, Iñaki Soto Rey, Frank Kramer
2021	J	`jnl`	Classification of Viral Pneumonia X-ray Images with the Aucmedi Framework. CoRR Pia Schneider, Dominik Müller, Frank Kramer
2021	J	`jnl`	GERNERMED - An Open German Medical NER Model. CoRR Johann Frei, Frank Kramer
2021	J	`jnl`	MIScnn: a framework for medical image segmentation with convolutional neural networks and deep learning. BMC Medical Imaging Dominik Müller, Frank Kramer
2021	—	`conf`	Multi-Disease Detection in Retinal Imaging Based on Ensembling Heterogeneous Deep Learning Models. GMDS Dominik Müller, Iñaki Soto Rey, Frank Kramer
2021	J	`jnl`	Multi-Disease Detection in Retinal Imaging based on Ensembling Heterogeneous Deep Learning Models. CoRR Dominik Müller, Iñaki Soto Rey, Frank Kramer
2021	—	`conf`	Perspective on Code Submission and Automated Evaluation Platforms for University Teaching. MedInfo Florian Auer, Johann Frei, Dominik Müller, Frank Kramer
2020	J	`jnl`	Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net. CoRR Dominik Müller, Iñaki Soto Rey, Frank Kramer
2019	J	`jnl`	MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning. CoRR Dominik Müller, Frank Kramer
2019	—	`conf`	Utilizing Molecular Network Information via Graph Convolutional Neural Networks to Predict Metastatic Event in Breast Cancer. GMDS Hryhorii Chereda, Annalen Bleckmann, Frank Kramer, Andreas Leha, Tim Beißbarth
2018	J	`jnl`	New perspectives: systems medicine in cardiovascular disease. BMC Syst. Biol. Frank Kramer, Steffen Just, Tanja Zeller
2018	J	`jnl`	ndexr - an R package to interface with the network data exchange. Bioinform. Florian Auer, Zaynab Hammoud, Alexandr Ishkin, Dexter Pratt, Trey Ideker, Frank Kramer
2016	J	`jnl`	Building pathway graphs from BioPAX data in R. F1000Research Nirupama Benis, Dirkjan Schokker, Frank Kramer, Mari A. Smits, María Suárez-Diez
2015	J	`jnl`	Comparative study on gene set and pathway topology-based enrichment methods. BMC Bioinform. Michaela Bayerlová, Klaus Jung, Frank Kramer, Florian Klemm, Annalen Bleckmann, Tim Beißbarth
2013	J	`jnl`	rBiopaxParser - an R package to parse, modify and visualize BioPAX data. Bioinform. Frank Kramer, Michaela Bayerlová, Florian Klemm, Annalen Bleckmann, Tim Beißbarth