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03/07/2022
Unsupervised Domain Adaptation with Contrastive Learning for OCT Segmentation
Accurate segmentation of retinal fluids in 3D Optical Coherence Tomograp...
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02/23/2021
Probabilistic Spatial Analysis in Quantitative Microscopy with Uncertainty-Aware Cell Detection using Deep Bayesian Regression of Density Maps
3D microscopy is key in the investigation of diverse biological systems,...
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01/27/2021
Utilizing Uncertainty Estimation in Deep Learning Segmentation of Fluorescence Microscopy Images with Missing Markers
Fluorescence microscopy images contain several channels, each indicating...
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08/27/2020
Modality Attention and Sampling Enables Deep Learning with Heterogeneous Marker Combinations in Fluorescence Microscopy
Fluorescence microscopy allows for a detailed inspection of cells, cellu...
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01/23/2019