SEG (~Mean IoU): 0.793
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Cell Segmentation
Cell Segmentation is a task of splitting a microscopic image domain into segments, which represent individual instances of cells. It is a fundamental step in many biomedical studies, and it is regarded as a cornerstone of image-based cellular research. Cellular morphology is an indicator of a physiological state of the cell, and a well-segmented image can capture biologically relevant morphological information.
<span class="description-source">Source: Cell Segmentation by Combining Marker-controlled Watershed and Deep Learning </span>
논문
Average Dice: 0.838
SEG (~Mean IoU): 0.616
mask AP: 47.9mask AFNR: 45.3LIVECell Transferability: 0.98LIVECell Extrapolation (A549): 1403
mask AP: 52.56mask AP50: 83.40
mask AP: 32.20mask AP50: 61.58
mask AP: 43.53
AUC: 0.7756