Tuesday September 25, 2018

New AI system can diagnose prostate cancer just good as pathologists

"The system was programmed to learn and gradually improve how it interpreted the samples. Our result show that the diagnosis the AI reported was at a level comparable to that of a pathologist"

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Chronic diseases can cause cancer as well.
Chronic diseases can cause cancer as well.
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  • This new AI can identify cancer just as accurately as a pathology lab
  • This app can overcome the shortage of pathologists
  • The app is very useful and revolutionary

Researchers have developed a new learning artificial intelligence (AI) system which can diagnose and identify cancerous prostate samples as accurately as any pathologist.

Chronic diseases are not yet included in cancer prevention schemes.
New mobile app can detect cancer.

According to the researchers, this holds out the possibility of streamlining and eliminating variation in the process of cancer diagnosis. It may also help overcome any local shortage of trained pathologists.

“This is not going to replace a human pathologist. We still need an experienced pathologist to take responsibility for the final diagnosis,” said lead author Hongqian Guo from the Nanjing University in China.

Also Read: Girls may inherit ovarian cancer gene from fathers

“What it will do is help pathologists make better, faster diagnosis, as well as eliminating the day-to-day variation in judgement which can creep into human evaluations,” Guo added.

For the study, presented at the 33rd European Association of Urology Congress in Copenhagen, researchers took 918 prostate whole mount pathology section samples from 283 patients, and ran these through the analysis system, with the software gradually learning and improving diagnosis.

These pathology images were subdivided into 40,000 smaller samples; 30,000 of these samples were used to ‘train’ the software, the remaining 10,000 were used to test accuracy.

The results showed an accurate diagnosis in 99.38 percent of cases (using a human pathologist as a ‘gold standard’), which is effectively as accurate as the human pathologist.

The app is just as effective as a pathologist. Pixabay

They were also able to identify different Gleason Grades in the pathology sections using AI; ten whole mount prostate pathology sections have been tested so far, with similar Gleason Grade in the AI and human pathologist’s diagnosis. The group has not started testing the system with human patients.

“The system was programmed to learn and gradually improve how it interpreted the samples. Our result show that the diagnosis the AI reported was at a level comparable to that of a pathologist. “Furthermore, it could accurately classify the malignant levels of prostate cancer,” Guo added. IANS

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Gut Microbiota Can Help Identify Liver Cancer: Researchers

Gut microbiota can help the body digest certain foods that the stomach and small intestine have not been able to digest.

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Liver Cancer
How gut microbiota can aid in early diagnosis of liver cancer.

Chinese researchers have identified gut microbiota as a new biomarker of liver cancer, that can help in early diagnosis as well as treatment of the condition.

Hepatocellular carcinoma (HCC) is the most common type of liver cancer and the third leading cause of cancer-related death worldwide.

Due to the absence of specific symptoms in early stages and the lack of diagnostic markers, most patients with HCC are often diagnosed in an advanced stage.

Liver Cancer
AFP is a plasma protein that is produced in abundance by the liver cells. Pixabay

Researchers from China’s Zhejiang University, and Zhengzhou University, found that the microbial diversity in patients with cirrhosis was significantly lower than that in healthy people, but it increased when cirrhosis develops into cancer, the Xinhua reported.

Human gut microbiota has been considered the most important micro-ecosystem living with the body, containing tens of trillions of microorganisms, including at least 1,000 species of bacteria with more than 3 million genes.

Gut microbiota can help the body digest certain foods that the stomach and small intestine have not been able to digest.

Liver Cancer
A high-magnification image from a 2012 glioblastoma case is seen as an example in this College of American Pathologists image released from Northfield. VOA

For the study, appearing in the journal Gut, the team collected 486 fecal samples from across the country.

Also Read: Deaths Due to Cancer Increases to More Than 18 Mn Every Year: WHO

About 12 bacteria genera decreased and six increased in patients with early cancer compared with healthy people.

According to researchers, more data and further studies are needed to confirm the validity and reliability of the model. (IANS)