Google's Deep Learning AI Program to Detect Lung Cancer
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Image:BBC |
We all know
that continuous development in technological advancement has played a major
role in the field of healthcare. There are lots and lots of technological instruments
and machines which are introduced since few years, and now Google engineers
have come up with something. Early diagnosis of lung cancer by doctors is quite
impossible, as symptoms of lung cancer are very common and cannot be specified
easily. So there is necessity of some kind of technique which can detect the
symptoms of lung cancer at first stage. Google engineers have developed that technique:
an Artificial Intelligence program which would be able of diagnosing lung
cancer, that too more accurately.
As per the
journal “Nature Medicine” study titled :End-to-end lung cancer screening with
three dimensional deep learning on low-dose chest computed tomography”, team of
researchers at Google are planning to use deep learning program which will be
able of detecting lung cancer in patients with an accuracy of approximate 95%.
This plan of Google engineers is under construction.
Chest
Radiography is one of the first investigative steps if a person reports
symptoms that may be suggestive of lung cancer. But Google Artificial
Intelligence program can detect the lung cancer with more accuracy compares to
Radiography.
This new
model of AI program comprises of three fundamental components:
- Construction of 3D CNN (Convolutional neural networks) model that performs end to end analysis of all CT (Computed Tomography) volumes.
- Training of CNN region of interest detection model to detect 3D cancer candidate regions in CT volume.
- Prediction model which provides output.
This deep learning
model for detecting malignancy risk in lung cancer is prepared by feeding lot
of data from NLST(National Lung Cancer Screening Trial) which comprises of
42290 number of CT cases from 14851 patients. This dataset will help the new AI
deep learning program to identify the medical complications easily, which is
quite difficult for doctors to detect.
“We have
some of the biggest computers in the world. We started wanting to push the
boundaries of basic science to find interesting and cool applications to work
on”, said Dr. Daniel Tse , a researcher at Google.
Google's Deep Learning AI Program to Detect Lung Cancer
Reviewed by
on
May 22, 2019
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