The Cellpose3 restoration algorithm, when applied to distorted images, produces crisp restored images which can then be easily segmented by the original Cellpose segmentation algorithm. Picking out ...
A new version of Cellpose -- the popular tool that maps the boundaries of diverse cells in microscopy images -- now works on less-than-perfect pictures that are noisy, blurry, or undersampled. Picking ...
Picking out individual cells in distorted microscopy images is now as easy as clicking a button. A new version of Cellpose—the popular tool that maps the boundaries of diverse cells in microscopy ...
本研究针对三维(3D)细胞图像分割中因复杂背景、各向异性及内部结构干扰导致的误分割难题,开发了基于Swin-transformer的SwinCell框架。该模型通过整合局部特征识别与全局上下文理解,在细胞核、结肠组织细胞和密集培养细胞分割中实现0.81-0.97的精确度,较Cellpose ...
细胞骨架的自动化分析与定量研究:利用CellProfiler、ImageJ和Cellpose算法处理荧光显微图像,分析肌动蛋白丝、微管和中间纤维的形态学参数(形状、强度、分形维度),实现高吞吐量数据采集,为细胞生物学研究提供标准化方法。 摘要 目的:细胞骨架是一种复杂 ...
Leica Microsystems, a leader in microscopy and scientific instrumentation, has released version 12 of Aivia, its flagship AI image analysis software. Aivia 12 incorporates the Cellpose deep learning ...
全球领先的数学计算软件开发商 MathWorks 今日宣布,香港中文大学(下文简称:港中大)一支研究团队采用 MATLAB®、Medical Imaging Toolbox™ 和 Image Processing Toolbox™ 加速了生物医学图像处理工作流程。借助 MathWorks 的软件,研究人员高效地对万亿体素级别的图像进行 ...