Deep Learning Enabled Time-Lapse 3D Cell Analysis

1 code implementation • 17 Aug 2022 • Jiaxiang Jiang, Amil Khan, S. Shailja, Samuel A. Belteton, Michael Goebel, Daniel B. Szymanski, B. S. Manjunath

This paper presents a method for time-lapse 3D cell analysis.

Accurate 3D Cell Segmentation using Deep Feature and CRF Refinement

1 code implementation • 13 Feb 2019 • Jiaxiang Jiang, Po-Yu Kao, Samuel A. Belteton, Daniel B. Szymanski, B. S. Manjunath

We consider the problem of accurately identifying cell boundaries and labeling individual cells in confocal microscopy images, specifically, 3D image stacks of cells with tagged cell membranes.

Cell Segmentation Segmentation