October 16, 2021

Hüseyin Babal

Health Article

Artificial intelligence can detect kidney that will lose its function two days in advance

2 min read

Artificial intelligence company DeepMind is working on an artificial intelligence system that can predict acute kidney failure 48 hours in advance.

One of the biggest challenges hospitals face is their inability to predict when patients in poor health will become life-threatening. Minor changes in health status can sometimes be lost in a sea of ​​data large enough for humans to observe effectively.

Recently nature In an article published in the journal, it is mentioned that researchers working at DeepMind have a solution proposal for this situation. Researchers are developing a machine learning system that can examine hundreds of thousands of data indicators in electronic health records. Thanks to this artificial intelligence system, it may be possible to warn doctors long before an impending crisis occurs.

90 percent success rate

To demonstrate the potential of the system, the researchers used the system to predict acute kidney failure (sudden decline in kidney function). The trial was conducted with hundreds of thousands of patients treated at Veterans Affairs hospitals across the United States. As a result of the research, it was seen that the artificial intelligence system predicted the kidney that will lose its function 48 hours in advance with 90 percent accuracy. The DeepMind researchers say the system they’ve developed needs to be validated by doctors to assess its impact on patient outcome. However, the fact that the system was successful in the first trials indicates that diseases such as heart attack, sepsis or pneumonia may be detected beforehand. The researchers say it will take months, perhaps years, before this AI system can be sold commercially.

Source: Stat News

One of the biggest challenges hospitals face is their inability to predict when patients in poor health will become life-threatening. Minor changes in health status can sometimes be lost in a sea of ​​data large enough for humans to observe effectively. Researchers at DeepMind are looking for a solution for this situation. To demonstrate the potential of the artificial intelligence system they developed, the researchers used the system to predict acute kidney failure (a sudden decrease in kidney function). As a result of the research, it was seen that the artificial intelligence system predicted the kidney that would lose its function 48 hours in advance with 90 percent accuracy. Stating that they need to work for months, maybe years, to make the system commercially viable, the researchers stated that thanks to this system, diseases such as heart attack, sepsis or pneumonia can be detected in the future.

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