Scholar
Bernhard Kainz
Google Scholar ID: Igxq-YEAAAAJ
FAU Erlangen-Nürnberg, Imperial College London
human-in-the-loop computing
machine learning
medical 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
Contact
No contact links provided.
Publications
27 items
SigVLP: Sigmoid Volume-Language Pre-Training for Self-Supervised CT-Volume Adaptive Representation Learning
2026
Cited
0
Measuring and Aligning Abstraction in Vision-Language Models with Medical Taxonomies
2026
Cited
0
LCMem: A Universal Model for Robust Image Memorization Detection
2025
Cited
0
STARCaster: Spatio-Temporal AutoRegressive Video Diffusion for Identity- and View-Aware Talking Portraits
2025
Cited
0
InfoMotion: A Graph-Based Approach to Video Dataset Distillation for Echocardiography
2025
Cited
0
Label-free Motion-Conditioned Diffusion Model for Cardiac Ultrasound Synthesis
2025
Cited
0
GRASP: Guided Residual Adapters with Sample-wise Partitioning
2025
Cited
0
Better Tokens for Better 3D: Advancing Vision-Language Modeling in 3D Medical Imaging
2025
Cited
0
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Resume (English only)
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
36 total
Daniel Rueckert
Technical University of Munich and Imperial College London
Ben Glocker
Imperial College London
Co-author 3
Co-author 4
Co-author 5
Steven McDonagh
Senior Lecturer, University of Edinburgh
mary rutherford
Kings College London
Co-author 8
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