# Dr. Valentin Koch

> Personal website of Dr. Valentin Koch — Head of AI at Tremont AI, specializing in deep learning for medical imaging and clinical translation.

Dr. Valentin Koch is a researcher and engineer working at the intersection of artificial intelligence and healthcare. He is Head of AI at Tremont AI, where he trains pre-clinical foundation models for histopathology and toxicologic pathology and leads AI development. Previously he led an AI squad at Floy, building CE-certified radiology products. He holds a PhD in AI for Health from the Technical University of Munich and Helmholtz Munich. His research focuses on robust deep learning methods for biomedical image analysis, with work published at top-tier venues including MICCAI and Nature Machine Intelligence.

## Pages

- [Home](/): Professional profile, experience timeline, selected publications, skills, and awards.
- [Projects](/projects): Overview of research, AI art, and medical products.
- [Research](/projects/research): Full list of peer-reviewed publications with links to papers, code, and project pages.
- [AI Art](/projects/ai-art): Gallery of generative and AI-assisted artwork.
- [Medical Products](/projects/medical-products): CE-certified and FDA-submission radiology AI products for osteoporosis detection, aneurysm detection, and MR head classification.
- [Media](/media): Press coverage and features on medical AI and clinical translation.
- [AI in Radiology Guide](/blog/ai-in-radiology): Comprehensive guide on AI applications in radiology, clinical benefits, regulatory pathways (CE/FDA), and future directions.