Bert Arnrich

Full Professor, Hasso Plattner Institute

Joined

November 2022

Names

Bert Arnrich (Preferred)

Emails

****@hpi.de (Confirmed)

Personal Links

Career & Education History

Full Professor

Hasso Plattner Institute (hpi.de)

2018 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Closing Gaps: An Imputation Analysis of ICU Vital Signs
Robin van de Water, Bert Arnrich
- NeurIPS 2023 Workshop DGM4H Withdrawn Submission
- Readers: Everyone
Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML
Robin van de Water, Hendrik Nils Aurel Schmidt, Paul Elbers, Patrick Thoral, Bert Arnrich, Patrick Rockenschaub
- ICLR 2024 poster
- Readers: Everyone
Have Your Cake and Log it Too: A Pilot Study Leveraging IMU Sensors for Real-time Food Journaling Notifications
Arpita Kappattanavar, Marten Kremser, Bert Arnrich
- 2022 (modified: 11 Nov 2022)
- HEALTHINF 2022
- Readers: Everyone
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-ray Data
Joceline Ziegler, Bjarne Pfitzner, Heinrich Schulz, Axel Saalbach, Bert Arnrich
- 2022 (modified: 11 Nov 2022)
- Sensors 2022
- Readers: Everyone
Unsupervised Activity Recognition Using Trajectory Heatmaps from Inertial Measurement Unit Data
Orhan Konak, Pit Wegner, Justin Amadeus Albert, Bert Arnrich
- 2022 (modified: 11 Nov 2022)
- ICAART (2) 2022
- Readers: Everyone
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray Data
Joceline Ziegler, Bjarne Pfitzner, Heinrich Schulz, Axel Saalbach, Bert Arnrich
- 2022 (modified: 11 Nov 2022)
- CoRR 2022
- Readers: Everyone
GGPONC 2.0 - The German Clinical Guideline Corpus for Oncology: Curation Workflow, Annotation Policy, Baseline NER Taggers
Florian Borchert, Christina Lohr, Luise Modersohn, Jonas Witt, Thomas Langer, Markus Follmann, Matthias Gietzelt, Bert Arnrich, Udo Hahn, Matthieu-P. Schapranow
- 2022 (modified: 11 Nov 2022)
- LREC 2022
- Readers: Everyone
Extracting Alarm Events from the MIMIC-III Clinical Database
Jonas Chromik, Bjarne Pfitzner, Nina Ihde, Marius Michaelis, Denise Schmidt, Sophie Anne Ines Klopfenstein, Akira-Sebastian Poncette, Felix Balzer, Bert Arnrich
- 2022 (modified: 11 Nov 2022)
- HEALTHINF 2022
- Readers: Everyone
SensorHub: Multimodal Sensing in Real-Life Enables Home-Based Studies
Jonas Chromik, Kristina Kirsten, Arne Herdick, Arpita Mallikarjuna Kappattanavar, Bert Arnrich
- 2022 (modified: 11 Nov 2022)
- Sensors 2022
- Readers: Everyone
Forecasting Thresholds Alarms in Medical Patient Monitors using Time Series Models
Jonas Chromik, Bjarne Pfitzner, Nina Ihde, Marius Michaelis, Denise Schmidt, Sophie Anne Ines Klopfenstein, Akira-Sebastian Poncette, Felix Balzer, Bert Arnrich
- 2022 (modified: 11 Nov 2022)
- HEALTHINF 2022
- Readers: Everyone

View all 102 publications

Co-Authors

View all 206 co-authors