3 papers
cs.LG2026
Temporal Fusion Nexus: A task-agnostic multi-modal embedding model for clinical narratives and irregular time series in post-kidney transplant care
Aditya Kumar, Simon Rauch, Mario Cypko +10
We introduce Temporal Fusion Nexus (TFN), a multi-modal and task-agnostic embedding model to integrate irregular time series and unstructured clinical narratives. We analysed TFN i…
cs.CL2023
xMEN: A Modular Toolkit for Cross-Lingual Medical Entity Normalization
Florian Borchert, Ignacio Llorca, Roland Roller +2
Objective: To improve performance of medical entity normalization across many languages, especially when fewer language resources are available compared to English. Materials and M…
cs.CL2020
GGPONC: A Corpus of German Medical Text with Rich Metadata Based on Clinical Practice Guidelines
Florian Borchert, Christina Lohr, Luise Modersohn +5
The lack of publicly accessible text corpora is a major obstacle for progress in natural language processing. For medical applications, unfortunately, all language communities othe…