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# `COLLATE_MIMIC_PERFORM_AF_DATASET` - Collate AF dataset. | ||
COLLATE_MIMIC_PERFORM_AF_DATASET downloads and collates data from the MIMIC-III Waveform | ||
Database Matched Subset during Atrial Fibrillation (AF) and sinus rhythm. | ||
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## Inputs | ||
+ none (although see 'setup_up' for the parameters to be set) | ||
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## Working Files | ||
The script downloads several files from PhysioNet, which are saved locally. | ||
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## Outputs | ||
+ files : Two MATLAB files containing the required data for PPG beat detector evaluation: 'mimic_af_data.mat', and 'mimic_non_af_data.mat'. | ||
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## Preparation: | ||
Modify the MATLAB script by inserting the 'up.paths.root_folder' and 'up.paths.save_folder' into the setup_up function. | ||
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## Documentation | ||
<https://ppg-beats.readthedocs.io/> | ||
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## Author | ||
Peter H. Charlton, University of Cambridge, June 2022. | ||
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## Licence | ||
This file is part of PPG-beats. | ||
PPG-beats is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. | ||
PPG-beats is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. | ||
You should have received a copy of the GNU General Public License along with PPG-beats. If not, see <https://www.gnu.org/licenses/>. |
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# `COLLATE_MIMIC_PERFORM_ETHNICITY_DATASET` - Collates ethnicity dataset. | ||
COLLATE_MIMIC_PERFORM_ETHNICITY_DATASET Downloads and collates data from the MIMIC-III | ||
Waveform Database Matched Subset from Black and White subjects, for PPG beat | ||
detector performance evaluation. | ||
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## Inputs | ||
+ none (although see 'setup_up' for the parameters to be set) | ||
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## Working Files | ||
The script downloads several files from PhysioNet, which are saved locally. | ||
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## Outputs | ||
+ files : Two MATLAB files containing the required data for PPG beat detector evaluation: 'mimic_B_data.mat', and 'mimic_W_data.mat'. | ||
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## Preparation: | ||
Modify the MATLAB script by inserting the 'up.paths.root_folder' and 'up.paths.save_folder' into the setup_up function. | ||
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## Documentation | ||
<https://ppg-beats.readthedocs.io/> | ||
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## Author | ||
Peter H. Charlton, University of Cambridge, June 2022. | ||
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## Licence | ||
This file is part of PPG-beats. | ||
PPG-beats is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. | ||
PPG-beats is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. | ||
You should have received a copy of the GNU General Public License along with PPG-beats. If not, see <https://www.gnu.org/licenses/>. |
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docs/functions/collate_mimic_perform_train_test_datasets.md
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# `COLLATE_MIMIC_PERFORM_TRAIN_TEST_DATASETS` - Collates training and testing datasets. | ||
COLLATE_MIMIC_PERFORM_TRAIN_TEST_DATASETS downloads and collates data from the MIMIC-III | ||
Waveform Database, for PPG beat detector performance evaluation. | ||
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## Inputs | ||
+ none (although see 'setup_up' for the parameters to be set) | ||
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## Working Files | ||
The script downloads several files from PhysioNet, which are saved locally. | ||
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## Outputs | ||
+ files : MATLAB files containing the required data for PPG beat detector evaluation: 'mimic_train_a_data.mat', 'mimic_train_n_data.mat', 'mimic_train_all_data.mat', 'mimic_test_a_data.mat', 'mimic_test_n_data.mat', and 'mimic_test_all_data.mat'. | ||
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## Preparation: | ||
Modify the MATLAB script by inserting the 'up.paths.root_folder' and 'up.paths.save_folder' into the setup_up function. | ||
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## Documentation | ||
<https://ppg-beats.readthedocs.io/> | ||
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## Author | ||
Peter H. Charlton, University of Cambridge, June 2022. | ||
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## Licence | ||
This file is part of PPG-beats. | ||
PPG-beats is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. | ||
PPG-beats is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. | ||
You should have received a copy of the GNU General Public License along with PPG-beats. If not, see <https://www.gnu.org/licenses/>. |
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# `DETECT_PPG_BEATS` - detects beats in PPG. | ||
DETECT_PPG_BEATS detects beats in a photoplethysmogram (PPG) signal | ||
using a specified beat detector | ||
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## Inputs | ||
+ s : a structure containing the following fields: | ||
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- v : a vector of PPG values | ||
- fs : the sampling frequency of the PPG in Hz | ||
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+ beat_detector - a string specifying the beat detector to be used | ||
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## Outputs | ||
+ peaks : ...TBC... | ||
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+ onsets : ...TBC... | ||
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+ mid_amps : ...TBC... | ||
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## Documentation | ||
<https://ppg-beats.readthedocs.io/> | ||
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## Author | ||
Peter H. Charlton, University of Cambridge, February 2022. | ||
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## Version | ||
0.1, and is still in development. | ||
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## Licence | ||
This file is part of PPG-beats. | ||
PPG-beats is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. | ||
PPG-beats is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. | ||
You should have received a copy of the GNU General Public License along with PPG-beats. If not, see <https://www.gnu.org/licenses/>. |
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