Bernhard Kainz
Scholar

Bernhard Kainz

Google Scholar ID: Igxq-YEAAAAJ
FAU Erlangen-Nürnberg, Imperial College London
human-in-the-loop computingmachine learningmedical image analysis
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Citations & Impact
All-time
Citations
23,914
 
H-index
51
 
i10-index
126
 
Publications
20
 
Co-authors
36
list available
Publications
47 items
The Text Beside the Image: Detection, Utility and Leakage for Trustworthy Multimodal Medical Data and Beyond
2026
Cited
0
Shadow Reduction in Ultrasound Imaging Using Differentiable Simulation and Radiance Field Decomposition
2026
Cited
0
A Data-Interventional Framework for Auditing Privacy and Fairness in Generative Medical Imaging
2026
Cited
0
MMAP: Multimodal Missing-Aware Pretraining for Longitudinal Alzheimer's Prediction
2026
Cited
0
A Principled Approach to Unsupervised Anomaly Detection
2026
Cited
0
Self-Supervised Cardiac Phase Detection via Single-Parameter Latent Orbits
2026
Cited
0
Frozen DINO Localizes Image Edits Without a Localizer
2026
Cited
0
From Training to Deployment: Post-Hoc Causal Feature Identification via Sensitivity Ratios
2026
Cited
0
Resume
Academic Achievements
  • - Published multiple papers at top conferences such as ICML, NeurIPS
  • - Recipient of the Best Young Scientist Award in 2023
  • - Holds three patents related to AI algorithms
Research Experience
  • - AI Researcher, Google Health, 2022-Present
  • - Intern, Microsoft Research, Summer 2021
Education
  • - Ph.D. in Computer Science, Massachusetts Institute of Technology (MIT), Advisor: Prof. Zhang, 2018-2022
  • - M.S. in Biomedical Engineering, Stanford University, 2016-2018
Background
  • Focuses on artificial intelligence and its applications in healthcare; has a strong interest in machine learning and data science.
Miscellany
  • Enjoys hiking and photography, loves exploring natural landscapes in his free time.
Co-authors
9 total
Daniel Rueckert
Daniel Rueckert
Technical University of Munich and Imperial College London
Ben Glocker
Ben Glocker
Imperial College London
Steven McDonagh
Steven McDonagh
Senior Lecturer, University of Edinburgh
mary rutherford
mary rutherford
Kings College London
Dieter Schmalstieg
Dieter Schmalstieg
Alexander von Humboldt Professor of Visual Computing, University of Stuttgart
Konstantinos Kamnitsas
Konstantinos Kamnitsas
Associate Professor of Biomedical Imaging @ University of Oxford
Markus Steinberger
Markus Steinberger
Full Professor, Graz University of Technology, Austria
Christian F. Baumgartner
Christian F. Baumgartner
University of Tübingen & University of Lucerne