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With the advancement of technology, many new devices and methods with artificial intelligence have been developed and this method has begun to play an important role in human life. This technology is now widely used in many applications called security, military, communications, bioengineering, medical treatment, food industry and robotics. In this chapter, deep learning methods and medical usage techniques that have become popular in recent years will be discussed. Experimental and simulation results and a comprehensive example on the biomedical use of deep learning method (Deep Network Model for Estimating Lung Vital Capacity and Regression Analysis Using the OLS Method) will be presented.

Deep Network Model and Regression Analysis Using OLS Method for Predicting Lung Vital Capacity