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Cell Segmentation

7 papers with code · Medical

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CE-Net: Context Encoder Network for 2D Medical Image Segmentation

7 Mar 2019HzFu/MNet_DeepCDR

In this paper, we propose a context encoder network (referred to as CE-Net) to capture more high-level information and preserve spatial information for 2D medical image segmentation.

CELL SEGMENTATION SEMANTIC SEGMENTATION

Cell Detection with Star-convex Polygons

9 Jun 2018mpicbg-csbd/stardist

Automatic detection and segmentation of cells and nuclei in microscopy images is important for many biological applications.

CELL SEGMENTATION

Applying Faster R-CNN for Object Detection on Malaria Images

25 Apr 2018tobsecret/Awesome_Malaria_Parasite_Imaging_Datasets

Deep learning based models have had great success in object detection, but the state of the art models have not yet been widely applied to biological image data.

CELL SEGMENTATION OBJECT DETECTION

Segmentation with Residual Attention U-Net and an Edge-Enhancement Approach Preserves Cell Shape Features

15 Jan 2020SAIL-GuoLab/Cell_Segmentation_and_Tracking

The ability to extrapolate gene expression dynamics in living single cells requires robust cell segmentation, and one of the challenges is the amorphous or irregularly shaped cell boundaries.

CELL SEGMENTATION

Comparison-Based Convolutional Neural Networks for Cervical Cell/Clumps Detection in the Limited Data Scenario

14 Oct 2018kuku-sichuan/ComparisonDetector

In this paper we propose an efficient CNN-based object detection methods for cervical cancer cells/clumps detection.

CELL SEGMENTATION FEW-SHOT LEARNING OBJECT DETECTION