Canonical Trends: Detecting Trend Setters in Web Data. - Felix Bießmann; Jens-Michalis Papaioannou; Mikio L. Braun; Andreas Harth (ICML, 2012)

Quantifying spatiotemporal dynamics of twitter replies to news feeds. - Felix Bießmann; Jens-Michalis Papaioannou; Andreas Harth; M. L. Jugel; Klaus-Robert Müller; Mikio L. Braun (MLSP, 2012)

Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration. - Betty van Aken; Jens-Michalis Papaioannou; Manuel Mayrdorfer; Klemens Budde; Felix A. Gers; Alexander Löser (EACL, 2021)

Aspect-Based Passage Retrieval with Contextualized Discourse Vectors. - Jens-Michalis Papaioannou; Manuel Mayrdorfer; Sebastian Arnold 001; Felix A. Gers; Klemens Budde; Alexander Löser (ECIR (2), 2021)

This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text. - Betty van Aken; Jens-Michalis Papaioannou; Marcel Ganesh Naik; Georgios Eleftheriadis; Wolfgang Nejdl; Felix A. Gers; Alexander Löser (AACL/IJCNLP (1), 2022)

Cross-Lingual Knowledge Transfer for Clinical Phenotyping. - Jens-Michalis Papaioannou; Paul Grundmann; Betty van Aken; Athanasios Samaras; Ilias Kyparissidis; George Giannakoulas; Felix A. Gers; Alexander Löser (LREC, 2022)

MedAlpaca - An Open-Source Collection of Medical Conversational AI Models and Training Data. - Tianyu Han; Lisa C. Adams; Jens-Michalis Papaioannou; Paul Grundmann; Tom Oberhauser; Alexander Löser; Daniel Truhn; Keno K. Bressem (CoRR, 2023)

Revisiting Clinical Outcome Prediction for MIMIC-IV. - Tom Roehr; Alexei Figueroa; Jens-Michalis Papaioannou; Conor Fallon; Keno K. Bressem; Wolfgang Nejdl; Alexander Löser (ClinicalNLP@NAACL, 2024)

Data Drift in Clinical Outcome Prediction from Admission Notes. - Paul Grundmann; Jens-Michalis Papaioannou; Tom Oberhauser; Thomas Steffek; Amy Siu; Wolfgang Nejdl; Alexander Löser (LREC/COLING, 2024)

Boosting Long-Tail Data Classification with Sparse Prototypical Networks. - Alexei Figueroa; Jens-Michalis Papaioannou; Conor Fallon; Alexandra Bekiaridou; Keno K. Bressem; Stavros Zanos; Felix A. Gers; Wolfgang Nejdl; Alexander Löser (ECML/PKDD (7), 2024)

Generalist embedding models are better at short-context clinical semantic search than specialized embedding models. - Jean-Baptiste Excoffier; Tom Roehr; Alexei Figueroa; Jens-Michalis Papaioannou; Keno K. Bressem; Matthieu Ortala (CoRR, 2024)

medBERT.de: A comprehensive German BERT model for the medical domain. - Keno K. Bressem; Jens-Michalis Papaioannou; Paul Grundmann; Florian Borchert; Lisa C. Adams; Leonhard Liu; Felix Busch; Lina Xu; Jan P. Loyen; Stefan Markus Niehues; Moritz Augustin; Lennart Grosser; et al. (Expert Syst. Appl., 2024)

"Where does it hurt?" - Dataset and Study on Physician Intent Trajectories in Doctor Patient Dialogues. - Tom Roehr; Soumyadeep Roy; Fares Al Mohamad; Jens-Michalis Papaioannou; Wolfgang Nejdl; Felix A. Gers; Alexander Löser (CoRR, 2025)