NucMM

NucMM是一个数据集，用于从显微镜图像体积中分割3D细胞核，将任务推向亚立方毫米尺度。它由两个完全注释的体积组成: 一个电子显微镜 (EM) 体积，几乎包含整个斑马鱼大脑，约有170,000个核; 和一个micro-CT (uCT) 体积，其中包含具有约7,000个核的小鼠视觉皮层的一部分。

NucMM is a dataset dedicated to 3D cell nucleus segmentation from volumetric microscopy images, pushing the task towards the sub-cubic millimeter scale. It consists of two fully annotated volumetric datasets: one is an electron microscopy (EM) volume covering nearly the entire zebrafish brain, containing approximately 170,000 nuclei; the other is a micro-CT (μCT) volume that encompasses a portion of the mouse visual cortex with roughly 7,000 nuclei.

搜集汇总

背景与挑战

背景概述

NucMM是一个专注于3D细胞核实例分割的数据集，包含斑马鱼大脑和小鼠视觉皮层的显微镜图像体积，分别有约170,000和7,000个核的注释。该数据集由哈佛大学等机构联合发布，旨在推动亚立方毫米尺度的细胞核分割研究。