Dario Antweiler

According to our database, Dario Antweiler authored at least 12 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Trust at every step: Embedding trust quality gates into the visual data exploration loop for machine learning-based clinical decision support systems.

Dario Antweiler, Georg Fuchs

Comput. Graph., 2025

From BERT to generative AI - Comparing encoder-only vs. large language models in a cohort of lung cancer patients for named entity recognition in unstructured medical reports.

Kamyar Arzideh, Henning Schäfer, Héctor Allende-Cid, Giulia Baldini, Thomas Hilser, Ahmad Idrissi-Yaghir, Katharina Laue, Nilesh Chakraborty, Niclas Doll, Dario Antweiler, Katrin Klug, Niklas Beck, Sven Giesselbach, Christoph M. Friedrich, Felix Nensa, Martin Schuler, René Hosch

Comput. Biol. Medicine, 2025

The Anatomy of Evidence: An Investigation Into Explainable ICD Coding.

Katharina Beckh, Elisa Studeny, Sujan Sai Gannamaneni, Dario Antweiler, Stefan Rüping

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

From admission to discharge: a systematic review of clinical natural language processing along the patient journey.

Katrin Klug, Katharina Beckh, Dario Antweiler, Nilesh Chakraborty, Giulia Baldini, Katharina Laue, René Hosch, Felix Nensa, Martin Schuler, Sven Giesselbach

BMC Medical Informatics Decis. Mak., December, 2024

Implementation and evaluation of an additional GPT-4-based reviewer in PRISMA-based medical systematic literature reviews.

Assaf Landschaft, Dario Antweiler, Sina Mackay, Sabine Kugler, Stefan Rüping, Stefan Wrobel, Timm Höres, Héctor Allende-Cid

Int. J. Medical Informatics, 2024

From Rehab to Recap: Generating Discharge Reports for Rehabilitation Clinics with LLMs.

Sabine Kugler, Dario Antweiler, Benny Stein

Proceedings of the 2nd International Conference on Foundation and Large Language Models, 2024

Extending the Visual Data Exploration Loop towards Trustworthy Machine Learning in the Healthcare Domain.

Dario Antweiler, Georg Fuchs

Proceedings of the 15th International EuroVis Workshop on Visual Analytics, 2024

2023

Multi-Task Transformer Visualization to build Trust for Clinical Outcome Prediction.

Dario Antweiler, Florian Gallusser, Georg Fuchs

Proceedings of the Workshop on Visual Analytics in Healthcare, 2023

2022

Machine learning framework to predict nonwoven material properties from fiber graph representations.

Dario Antweiler, Marc Harmening, Nicole Marheineke, Andre Schmeißer, Raimund Wegener, Pascal Welke

Softw. Impacts, December, 2022

Uncovering chains of infections through spatio-temporal and visual analysis of COVID-19 contact traces.

Dario Antweiler, David Sessler, Maxim Rossknecht, Benjamin Abb, Sebastian Ginzel, Jörn Kohlhammer

Comput. Graph., 2022

Visualizing Rule-based Classifiers for Clinical Risk Prognosis.

Dario Antweiler, Georg Fuchs

Proceedings of the 2022 IEEE Visualization and Visual Analytics (VIS), 2022

2021

Towards the Detection and Visual Analysis of COVID-19 Infection Clusters.

Dario Antweiler, David Sessler, Sebastian Ginzel, Jörn Kohlhammer

Proceedings of the 12th International EuroVis Workshop on Visual Analytics, 2021