On the Impact of Cross-Domain Data on German Language Models. - Amin Dada; Aokun Chen; Cheng Peng 009; Kaleb E. Smith; Ahmad Idrissi-Yaghir; Constantin Seibold; Jianning Li 002; Lars Heiliger; Christoph M. Friedrich; Daniel Truhn; Jan Egger; Jiang Bian 001; et al. (EMNLP (Findings), 2023)

FAM: Relative Flatness Aware Minimization. - Linara Adilova; Amr Abourayya; Jianning Li 002; Amin Dada; Henning Petzka; Jan Egger; Jens Kleesiek; Michael Kamp (TAG-ML, 2023)

On the Impact of Cross-Domain Data on German Language Models. - Amin Dada; Aokun Chen; Cheng Peng 009; Kaleb E. Smith; Ahmad Idrissi-Yaghir; Constantin Marc Seibold; Jianning Li 002; Lars Heiliger; Xi Yang 015; Christoph M. Friedrich; Daniel Truhn; Jan Egger; et al. (CoRR, 2023)

IKIM at MEDIQA-M3G 2024: Multilingual Visual Question-Answering for Dermatology through VLM Fine-tuning and LLM Translations. - Marie Bauer; Constantin Seibold; Jens Kleesiek; Amin Dada (ClinicalNLP@NAACL, 2024)

Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding. - Ahmad Idrissi-Yaghir; Amin Dada; Henning Schäfer; Kamyar Arzideh; Giulia Baldini 001; Jan Trienes; Max Hasin; Jeanette Bewersdorff; Cynthia S. Schmidt; Marie Bauer; Kaleb E. Smith; Jiang Bian 001; et al. (LREC/COLING, 2024)

ChatGPT in healthcare: A taxonomy and systematic review. - Jianning Li 002; Amin Dada; Behrus Puladi; Jens Kleesiek; Jan Egger (Comput. Methods Programs Biomed., 2024)

CLUE: A Clinical Language Understanding Evaluation for LLMs. - Amin Dada; Marie Bauer; Amanda Butler Contreras; Osman Alperen Koras; Constantin Marc Seibold; Kaleb E. Smith; Jens Kleesiek (CoRR, 2024)

Biomedical Large Languages Models Seem not to be Superior to Generalist Models on Unseen Medical Data. - Felix J. Dorfner; Amin Dada; Felix Busch; Marcus R. Makowski; Tianyu Han; Daniel Truhn; Jens Kleesiek; Madhumita Sushil; Jacqueline Lammert; Lisa C. Adams; Keno K. Bressem (CoRR, 2024)

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment. - Jean-Philippe Corbeil; Amin Dada; Jean-Michel Attendu; Asma Ben Abacha; Alessandro Sordoni; Lucas Caccia; François Beaulieu; Thomas Lin; Jens Kleesiek; Paul Vozila (ACL (1), 2025)

Towards Conditioning Clinical Text Generation for User Control. - Osman Alperen Koras; Rabi Bahnan; Jens Kleesiek; Amin Dada (ACL (Findings), 2025)

Evaluating the effectiveness of biomedical fine-tuning for large language models on clinical tasks. - Felix J. Dorfner; Amin Dada; Felix Busch; Marcus R. Makowski; Tianyu Han; Daniel Truhn; Jens Kleesiek; Madhumita Sushil; Lisa C. Adams; Keno K. Bressem (J. Am. Medical Informatics Assoc., 2025)

MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters. - Amin Dada; Osman Alperen Koras; Marie Bauer; Amanda Butler Contreras; Kaleb E. Smith; Jens Kleesiek; Julian Friedrich (CoRR, 2025)

Automatic Fine-grained Segmentation-assisted Report Generation. - Frederic Jonske; Constantin Seibold; Osman Alperen Koras; Fin Hendrik Bahnsen; Marie Bauer; Amin Dada; Hamza Kalisch; Anton Schily; Jens Kleesiek (CoRR, 2025)