Microscopy Image Reconstruction Algorithm Models plus AI Expansion
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High-resolution microscopy relies on advanced image reconstruction algorithms, especially deep learning, to overcome limitations like noise and diffraction. These models restore and enhance images, revealing cellular details in techniques like STED microscopy. They enable observation of dynamic processes in live cells, aiding in understanding cellular function and disease. Robust evaluation metrics and uncertainty quantification ensure reliability. Combining computational techniques with imaging physics advances nanoscale visualization.