2 papers
cs.CV2025
Bridging 3D Deep Learning and Curation for Analysis and High-Quality Segmentation in Practice
Simon Püttmann, Jonathan Jair Sànchez Contreras, Lennart Kowitz +8
Accurate 3D microscopy image segmentation is critical for quantitative bioimage analysis but even state-of-the-art foundation models yield error-prone results. Therefore, manual cu…
eess.IV2024
Automatic Labels are as Effective as Manual Labels in Biomedical Images Classification with Deep Learning
Niccolò Marini, Stefano Marchesin, Lluis Borras Ferris +12
The increasing availability of biomedical data is helping to design more robust deep learning (DL) algorithms to analyze biomedical samples. Currently, one of the main limitations…