Be Indiscrete: The Benefits of Learning Continuous Spine Degeneration Severity Scores

Jun 2026·
Maria Monzon
Maria Monzon
· 0 min read
Type
Publication
SAIMI — Symposium on AI in Medical Imaging — Lightning Talk
publications
Maria Monzon
Authors
Maria Monzon (she/her)
Computer Vision & Medical AI Researcher
PhD candidate at ETH Zurich developing robust and trustworthy deep learning for medical image analysis — spine and cardiac MRI, multimodal biomedical data, and uncertainty quantification. Previously a computer-vision researcher at BASF, where I deployed models to production in regulated, GLP-certified environments. I care about efficient code and reproducible research.