Browse > Medical > Medical Image Segmentation > Cell Segmentation

Cell Segmentation

8 papers with code ยท Medical

Leaderboards

Latest papers without code

Cell Segmentation by Combining Marker-Controlled Watershed and Deep Learning

3 Apr 2020

We propose a cell segmentation method for analyzing images of densely clustered cells.

CELL SEGMENTATION DATA AUGMENTATION

Cell Segmentation and Tracking using CNN-Based Distance Predictions and a Graph-Based Matching Strategy

3 Apr 2020

In this paper, we present a method for the segmentation of touching cells in microscopy images.

CELL SEGMENTATION

Semi-Automatic Generation of Tight Binary Masks and Non-Convex Isosurfaces for Quantitative Analysis of 3D Biological Samples

30 Jan 2020

Current in vivo microscopy allows us detailed spatiotemporal imaging (3D+t) of complete organisms and offers insights into their development on the cellular level.

CELL SEGMENTATION

Robust Method for Semantic Segmentation of Whole-Slide Blood Cell Microscopic Image

28 Jan 2020

We design a novel convolutional encoder-decoder framework along with VGG-16 as the pixel-level feature extraction model.

CELL SEGMENTATION SEMANTIC SEGMENTATION

A Novel Automation-Assisted Cervical Cancer Reading Method Based on Convolutional Neural Network

14 Dec 2019

Our model achieves 97. 5% sensitivity (Sens) and 67. 8% specificity (Spec) on cervical cell image-level screening.

CELL SEGMENTATION OBJECT DETECTION

Weakly Supervised Multi-Task Learning for Cell Detection and Segmentation

27 Oct 2019

Cell detection and segmentation is fundamental for all downstream analysis of digital pathology images.

CELL SEGMENTATION MULTI-TASK LEARNING

Comparing Deep Learning Models for Multi-cell Classification in Liquid-based Cervical Cytology Images

2 Oct 2019

Liquid-based cytology (LBC) is a reliable automated technique for the screening of Papanicolaou (Pap) smear data.

CELL SEGMENTATION

DISCo: Deep learning, Instance Segmentation, and Correlations for cell segmentation in calcium imaging

21 Aug 2019

In order to use the data gained with calcium imaging, it is necessary to extract individual cells and their activity from the recordings.

CELL SEGMENTATION INSTANCE SEGMENTATION SEMANTIC SEGMENTATION

IRNet: Instance Relation Network for Overlapping Cervical Cell Segmentation

19 Aug 2019

In this paper, we propose a novel Instance Relation Network (IRNet) for robust overlapping cell segmentation by exploring instance relation interaction.

CELL SEGMENTATION INSTANCE SEGMENTATION SEMANTIC SEGMENTATION