https://github.com/cpbridge/fetal_heart_models
A set of pre-trained models for fetal heart analysis
https://github.com/cpbridge/fetal_heart_models
Last synced: 6 months ago
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A set of pre-trained models for fetal heart analysis
- Host: GitHub
- URL: https://github.com/cpbridge/fetal_heart_models
- Owner: CPBridge
- Created: 2017-10-11T03:09:19.000Z (over 8 years ago)
- Default Branch: master
- Last Pushed: 2017-10-11T03:27:54.000Z (over 8 years ago)
- Last Synced: 2025-02-08T09:46:57.410Z (over 1 year ago)
- Size: 35.9 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Pre-trained Models for Fetal Heart Analysis
This repository contains pre-trained models for the algorithms contained in [this repository](https://github.com/CPBridge/fetal_heart_analysis). See that repository for further information, including a section on how to use these models. These are intended to be used as a demonstration of the algorithm.
#### Layout
This repository contains the following files:
- `structurelist` - Contains a list of structures used when training the models.
- `filter_models` - Contains particle filter definition files that define the prediction potentials.
- `forest_models` - Contains random forest models that define the observation potentials. There are several files needed to define a single model, with each performing a different task (classification or cardiac phase regression) and/or operating on different image orientations. There are two such models here, one using rotation invariant features (the `rotinv` directory) and another using rectangular features (the `rec` directory).