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Author

Johann Frei

Observed name: Frei, Johann
ORCID: 0000-0003-0323-0904
Observed ORCID: 0000-0003-0323-0904
OpenAlex ID: A5033575564
Annotated dataset creation through large language models for non-english medical NLP
2023 · Johann Frei, Frank Kramer · Journal of Biomedical Informatics · 45
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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) · 44
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Towards computerized diagnosis of neurological stance disorders: data mining and machine learning of posturography and sway
2019 · Seyed-Ahmad Ahmadi, Gerome Vivar, et al. · Journal of Neurology · 36
GERNERMED: An open German medical NER model
2021 · Johann Frei, Frank Kramer · Software Impacts · 28
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Cloud Deployment of High-Resolution Medical Image Analysis With TOMAAT
2018 · Fausto Milletari, Johann Frei, et al. · IEEE Journal of Biomedical and Health Informatics · 23
GERNERMED++: Semantic annotation in German medical NLP through transfer-learning, translation and word alignment
2023 · Johann Frei, Ludwig Frei-Stuber, et al. · Journal of Biomedical Informatics · 17
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German Medical Named Entity Recognition Model and Data Set Creation Using Machine Translation and Word Alignment: Algorithm Development and Validation
2022 · Johann Frei, Frank Kramer · JMIR Formative Research · 17
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IE-Vnet: Deep Learning-Based Segmentation of the Inner Ear's Total Fluid Space
2022 · Seyed-Ahmad Ahmadi, Johann Frei, et al. · Frontiers in Neurology · 17
GERNERMED++: Transfer Learning in German Medical NLP
2022 · Frei, Johann, Frei-Stuber, Ludwig, et al. · arXiv (Cornell University) · 5
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TOMAAT: volumetric medical image analysis as a cloud service
2018 · Milletari, Fausto, Frei, Johann, et al. · arXiv (Cornell University) · 3
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Annotated Dataset Creation through General Purpose Language Models for non-English Medical NLP
2022 · Frei, Johann, Kramer, Frank · arXiv (Cornell University) · 2
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Cross- & multi-lingual medication detection: a transformer-based analysis
2025 · Lisa Raithel, Johann Frei, et al. · BMC Medical Informatics and Decision Making · 1
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Introducing a FHIR-Based Toolset for Analyzing Nursing-Related Data
2025 · Steffen Netzband, Johann Frei, et al. · Studies in health technology and informatics · 1
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DrNote: An open medical annotation service
2022 · Johann Frei, Iñaki Soto-Rey, et al. · PLOS Digital Health · 1
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Perspective on Code Submission and Automated Evaluation Platforms for University Teaching
2022 · Florian Auer, Johann Frei, et al. · Studies in health technology and informatics · 1
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The word and the way: strategies for domain-specific BERT pre-training in German medical NLP
2026 · Henry He, Johann Frei, et al. · BMC Medical Informatics and Decision Making
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Additional file 1 of The word and the way: strategies for domain-specific BERT pre-training in German medical NLP
2026 · Henry He, Johann Frei, et al. · Figshare
Context-Free Grammar-Guided Generation of FHIR Resources Using Large Language Models
2026 · Johann Frei, Frank Kramer · Studies in health technology and informatics
Infherno: End-to-end Agent-based FHIR Resource Synthesis from Free-form Clinical Notes
2026 · Association for Computational Linguistics 2026, Feldhus, Nils, et al. · Underline Science Inc.
Infherno: End-to-end Agent-based FHIR Resource Synthesis from Free-form Clinical Notes
2026 · Johann Frei, Nils Feldhus, et al. · Conference of the European Chapter of the Association for Computational Linguistics
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The word and the way: strategies for domain-specific BERT pre-training in German medical NLP
2026 · Henry He, Johann Frei, et al. · DOAJ (DOAJ: Directory of Open Access Journals)
Managing FHIR Servers with Docker Containers for Practical Courses in University Teaching
2025 · Johann Frei, Dominik Müller, et al. · Studies in health technology and informatics
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Transformer-Based Multilabel NER Using Wikipedia Corpora in Multiple Languages
2025 · Yelyzaveta Ahapova, Johann Frei, et al. · Studies in health technology and informatics
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GeistBERT: Breathing Life into German NLP
2025 · Raphael Scheible-Schmitt, Johann Frei · Workshop on Beyond English: Natural Language Processing for all Languages in an Era of Large Language Models
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Creating Ontology-annotated Corpora from Wikipedia for Medical Named-entity Recognition
2024 · Johann Frei, Frank Kramer · Workshop on Biomedical Language Processing (BioNLP)
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Works count: 33
Citation count: 241
H-index: 8
I10-index: 8
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