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heeeyk / Transformer-DOA-Prediction

A Transformer-based Prediction Method for Depth of Anesthesia During Target-controlled Infusion of Propofol and Remifentanil.
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Script for data retrieval #2

Open XiudingCai opened 5 months ago

XiudingCai commented 5 months ago

We recently came across your article and were eager to follow along with the methodology. However, upon review, we noticed that the data retrieval scripts were not made publicly available. As a result, we encountered difficulties aligning our dataset splits accordingly.

We understand the importance of reproducibility and would greatly appreciate it if you could consider sharing the scripts used for data download and preprocessing. This would immensely assist us in ensuring alignment and facilitating our research efforts.

Thank you very much for your consideration.

heeeyk commented 3 months ago

Hi! Sorry for the late reply. Data download scripts can be found in https://vitaldb.net/dataset/?query=lib. Data preprocessing in data_clean.py and database.py file in loader folder. In addition, our dataset is randomly divided, and it is difficult to provide a specific list of training or validation data because we rename each sample in the format of 0000.csv~1000.csv after the dataset is downloaded, sorry.