Amin Dada
Essen University Hospital(DE)
Publications by Year
Research Areas
Topic Modeling, Machine Learning in Healthcare, Natural Language Processing Techniques, Artificial Intelligence in Healthcare and Education, Semantic Web and Ontologies
Most-Cited Works
- → ChatGPT in healthcare: A taxonomy and systematic review(2024)308 cited
- → Evaluating the effectiveness of biomedical fine-tuning for large language models on clinical tasks(2025)23 cited
- → Information extraction from weakly structured radiological reports with natural language queries(2023)11 cited
- → An automated information extraction model for unstructured discharge letters using large language models and GPT-4(2025)7 cited
- → Biomedical Large Languages Models Seem not to be Superior to Generalist Models on Unseen Medical Data(2024)5 cited
- → FHIR-Former: enhancing clinical predictions through Fast Healthcare Interoperability Resources and large language models(2025)4 cited
- → IKIM at MEDIQA-M3G 2024: Multilingual Visual Question-Answering for Dermatology through VLM Fine-tuning and LLM Translations(2024)3 cited
- → Implementierung von künstlicher Intelligenz (KI) im Gesundheitswesen: Historische Entwicklung, aktuelle Technologien und Herausforderungen(2025)3 cited
- → Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding(2024)3 cited