Dario Antweiler

13 papers Journal 7Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
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.
Comput. Biol. Medicine
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
2025 — conf
The Anatomy of Evidence: An Investigation Into Explainable ICD Coding.
ACL (Findings)
Katharina Beckh, Elisa Studeny, Sujan Sai Gannamaneni, Dario Antweiler, Stefan Rüping
2025 J jnl
The Anatomy of Evidence: An Investigation Into Explainable ICD Coding.
CoRR
Katharina Beckh, Elisa Studeny, Sujan Sai Gannamaneni, Dario Antweiler, Stefan Rüping
2025 J jnl
Trust at every step: Embedding trust quality gates into the visual data exploration loop for machine learning-based clinical decision support systems.
Comput. Graph.
Dario Antweiler, Georg Fuchs
2024 — conf
Extending the Visual Data Exploration Loop towards Trustworthy Machine Learning in the Healthcare Domain.
EuroVA@EuroVis
Dario Antweiler, Georg Fuchs
2024 — conf
From Rehab to Recap: Generating Discharge Reports for Rehabilitation Clinics with LLMs.
FLLM
Sabine Kugler, Dario Antweiler, Benny Jörg Stein
2024 J jnl
From admission to discharge: a systematic review of clinical natural language processing along the patient journey.
BMC Medical Informatics Decis. Mak.
Katrin Klug, Katharina Beckh, Dario Antweiler, Nilesh Chakraborty, Giulia Baldini, Katharina Laue, René Hosch, Felix Nensa, Martin Schuler, Sven Giesselbach
2024 J jnl
Implementation and evaluation of an additional GPT-4-based reviewer in PRISMA-based medical systematic literature reviews.
Int. J. Medical Informatics
Assaf Landschaft, Dario Antweiler, Sina Mackay, Sabine Kugler, Stefan Rüping, Stefan Wrobel, Timm Höres, Héctor Allende-Cid
2023 — conf
Multi-Task Transformer Visualization to build Trust for Clinical Outcome Prediction.
VAHC
Dario Antweiler, Florian Gallusser, Georg Fuchs
2022 J jnl
Machine learning framework to predict nonwoven material properties from fiber graph representations.
Softw. Impacts
Dario Antweiler, Marc Harmening, Nicole Marheineke, Andre Schmeißer, Raimund Wegener, Pascal Welke
2022 J jnl
Uncovering chains of infections through spatio-temporal and visual analysis of COVID-19 contact traces.
Comput. Graph.
Dario Antweiler, David Sessler, Maxim Rossknecht, Benjamin Abb, Sebastian Ginzel, Jörn Kohlhammer
2022 — conf
Visualizing Rule-based Classifiers for Clinical Risk Prognosis.
IEEE VIS (Short Papers)
Dario Antweiler, Georg Fuchs
2021 — conf
Towards the Detection and Visual Analysis of COVID-19 Infection Clusters.
EuroVA@EuroVis
Dario Antweiler, David Sessler, Sebastian Ginzel, Jörn Kohlhammer