2 papers
cs.LG2026
3D Masked Autoencoders are Robust Learners of Volumetric and Multimodal Cellular Representations for Microscopy
Amirhossein Kardoost, Lion Gleiter, Tingying Peng +1
Self-supervised learning in fluorescence microscopy often relies on 2D projections, despite the inherently three-dimensional nature of cells. We present a systematic comparison of…
cs.CV2025
NOA: a versatile, extensible tool for AI-based organoid analysis
Mikhail Konov, Lion J. Gleiter, Khoa Co +2
AI tools can greatly enhance the analysis of organoid microscopy images, from detection and segmentation to feature extraction and classification. However, their limited accessibil…