muffin-rice / FECG-extraction

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Does this repo have published papers that can be studied? #1

Open zhenqinchen opened 1 year ago

zhenqinchen commented 1 year ago

I recently found your open source code while studying the field of fetal ecg. Thanks for your contribution! When I wanted to try to run the code, I found that I needed to set the ecg data. Does this repo have published papers that can be studied?

stwars7 commented 1 year ago

Hi! Have the same question about the data. Is there a link to the database or is it private? Thx!

zhenqinchen commented 1 year ago

Hi! Have the same question about the data. Is there a link to the database or is it private? Thx! Are you also trying to do an experiment to extract the fecg signal? I would like to ask if you can achieve the performance described in recent deep learning papers. At present, I haven't found any experimental code that I can refer to. If I implement it myself, I feel that it will not be as good as the results of existing articles.

stwars7 commented 1 year ago

Yes, I'm also trying specifically with FECG) This is the first deep learning I'm trying to figure out, but not super successful)). About the data: there in the file load_data.py the library is connected wfdb.io (signal database). Try to read about it, links below. It may be possible to run) Have you already figured out the rest of the project? Links: https://wfdb.io/ https://physionet.org/content/wfdb-python/4.1.0/ https://wfdb.readthedocs.io/en/latest/wfdb.html

zhenqinchen commented 1 year ago

I think the data is preprocessed, so it might not work without knowing how it is preprocessed. In 'load_data.py', code to load data: self.fecg_dataset = load_data(f'Data/preprocessed_data/fecg_signal') self.mecg_dataset = load_data(f'Data/preprocessed_data/mecg_signal')

I'm recently looking for a reference deep learning code on extracting fecg signal. If you find it, please contact me: zhenqinchen@foxmail.com. Of course, if I find it, I will share it with you.

stwars7 commented 1 year ago

I still hope that the author will help us) I'll definitely share it with you if I find something suitable. My contact email: dautova.karina@icloud.com Good luck!