By: infotechalive March 9, 2022
This blog shares information about Healthcare Sector and Benefits It Gets from Utilizing Machine Learning. The healthcare industry is of primary importance for the well being of the masses of any country. Technological innovations have become quite a common part of this sector. Drug research at the discovery level and advanced levels make use of machine learning.
It is also used for superior treatment purposes, for better imaging and diagnostics, for timely detection and prevention of various diseases. These have enabled the engagement with patients in a much better way. This phenomenon is taking place in current times. Google has rolled out an algorithm which is used for detecting cancer during mammograms, there are researches taking place to detect different forms of skin cancer and many more. There are many such instances taking place around the world.
Diabetes damages the kidneys, heart and nerves too. Using machine learning enables not only in the diagnosis of this disease but in the prediction and prevention as well. Technologies such as Naive Bayes Algorithm, Decision Tree and SVM make use of different machine learning algorithms for detection of diabetes in a positive or a negative way.
Diseases Affecting the Liver
Various liver related diseases can also be detected using machine learning algorithms. The liver is the most important organ for metabolism in the body but it is highly susceptible to diseases like hepatitis, cancer, cirrhosis. All these diseases can now be detected in a much better way by implementing machine learning algorithms. Huge amounts of medical data make these possible.
Assistance in Treatment of Patients
A very crucial role of machine learning is played in the area of treatment of individual patients. A personalized treatment plan can be devised based on the specific requirements of the patient. This reduces the span of the treatment in so many cases.
Covid-19 was a very critical disease where we have seen how utilizing machine learning played a significant role in fighting it. Large amounts of data was used and measures to control and eradicate this virus is still underway.