Applying Neural Nets On Wisconsin Breast Cancer Data (Deep Learning)
Ugonna Alinnor
Author of Science of Success, Learn Machine learning, How to start a lucrative e-commerce business
Deep Learning plays a vital role in the early detection of cancer. In this research paper, we will see how deep learning can predict cancer with a 93% accuracy rate.
View the research paper Here
In addition to being the second leading cause of death (responsible for 8.2 million deaths worldwide in 2015 according to WHO), cancer also has significant and increasing impacts on economy. In 2010, the total annual cost of cancer was estimated at around $1.6 trillion. But the good news is that early detection can save not only billions of dollars but countless number of lives. If you detect cancer early enough, your probability of surviving it becomes ten times higher.
Deep learning has shown capabilities in achieving higher diagnostic accuracy results in comparison to many domain experts. While this may be an issue of contention with doctors, for many would-be patients the technology can’t come soon enough.
Early cancer detection and prognosis is one of several important healthcare areas where deep learning technology can be applied. The use of deep learning in oncology increases the chances that one day, machines may help researchers find a much needed cure and prevention methods for the development of cancer.
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