Advancing Open Knowledge

Bridging the gap between laboratory research and real-world implementation through open datasets, shared models, and peer-reviewed publications.

2026

EACL

CliniBench: A Clinical Outcome Prediction Benchmark for Generative and Encoder-Based Language Models

Paul Grundmann, Jan Frick, Dennis Fast, Thomas Steffek, Felix A. Gers, Wolfgang Nejdl, Alexander Löser

Clinical NLP Foundation Models

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2025

J. Healthcare Inform. Res.

LongHealth: A Question Answering Benchmark with Long Clinical Documents

Lisa Adams, Felix Busch, Tianyu Han, Jean-Baptiste Excoffier, Matthieu Ortala, Alexander Löser, Hugo J. W. L. Aerts, Jakob Nikolas Kather, Daniel Truhn, Keno Bressem

Clinical NLP

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2024

npj Digital Medicine

Autonomous medical evaluation for guideline adherence of large language models

Dennis Fast, Lisa C. Adams, Felix Busch, Conor Fallon, Marc Huppertz, Robert Siepmann, Philipp Prucker, Nadine Bayerl, Daniel Truhn, Marcus R. Makowski, Alexander Löser, Keno K. Bressem

Clinical NLP Foundation Models

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2022

AACL-IJCNLP

This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text

Betty van Aken, Jens-Michalis Papaioannou, Marcel G. Naik, Georgios Eleftheriadis, Wolfgang Nejdl, Felix A. Gers, Alexander Löser

Clinical NLP Interpretability

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2022

ClinicalNLP

What Do You See in this Patient? Behavioral Testing of Clinical NLP Models

Betty van Aken, Sebastian Herrmann, Alexander Löser

Clinical NLP Interpretability

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