Knowledge Base

Literature & Papers

Deep dives into Computer Vision, AI algorithms, and the science behind Univisual.

Computer VisionOct 24, 2025

Deep Learning in Microscopy

How convolutional neural networks are revolutionizing the analysis of stained tissue samples.

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AlgorithmsNov 12, 2025

Automated Cell Counting Algorithms

A comparative study of traditional watershed segmentation vs. modern U-Net approaches.

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IndustryDec 05, 2025

The Future of Digital Pathology

Exploring the shift towards fully digital workflows in clinical and research settings.

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TechnicalJan 15, 2026

Optimizing Mask R-CNN for Cell Detection

Fine-tuning instance segmentation models for overlapping cell clusters in high-density regions.

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