Spheroid_segmentation download

To accelerate the analysis of tumors' spheroids, different deep learning networks were trained to automatize the segmentation process.
The code provides the trained networks based on Vgg16, Vgg19, ResNet18, and ResNet50 ready to be used for segmentation purposes.
It also provides Matlab functions ready to be used to train new networks, segment new images, and measure the quality of the training using different quantitative parameters.

Features

Matlab
Spheroids
Segmentation

Project Samples

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License

GNU Free Documentation License

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Additional Project Details

Operating Systems

Windows

Intended Audience

Science/Research

Programming Language

MATLAB

Related Categories

MATLAB Machine Learning Software, MATLAB Deep Learning Frameworks

Registered

2022-09-13

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