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mmr12 / MGP-AttTCN

MGP-AttTCN: An Interpretable Machine Learning Model for the Prediction of Sepsis
MIT License
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Let me ask you two questions #10

Open CodeWangY opened 1 year ago

CodeWangY commented 1 year ago

Dear Author： I am a graduate student majoring in computer science in China, and my research direction is biomedicine. Recently, I have been reading your article《MGP-AttTCN: An interpretable machine learning model for the prediction of sepsis》 and I am very interested in it. I am also working on the mimic3 dataset, but I do not understand two points after reading your article and code. The first question is, how do you identify sepsis patients in the mimic3 database? Is it coded by ICD-9? The second question is, how do you determine the exact onset of sepsis? I could not find a detailed time of onset of sepsis in the mimic3 database. I hope to get your reply. Wish you a happy life and smooth work.

magethemagic commented 1 year ago

原文第7页有说哦，用的是别人提供的代码生成的标签，是根据sepsis-3的标准，但是有一些自己的改造