Convolutional Neural Network Based Classification of Benign and Malignant Tumors from Breast Ultrasound Images
The widely used method for diagnosing the breast cancer is a Breast ultrasound (BUS) imaging, but the interpretation
will be vary based upon the experience of radiologist. Now a days CAD systems are available to provide the information
regarding BUS image classification. However, most of the CAD systems was based upon handcrafted features. Which
are designed for classifying the tumors. Therefore, the capability of these features will decide the CAD system accuracy which is used for classifying the tumors as benign and malignant. With the use of Convolutional Neural Network
(CNN) technology, we can improve the classification of BUS images.
last five years, Genetic engineering research is
becoming closer to the mass consumer. Leading global geneticists predict that in the coming years, a boom will occur
in the genetic engineering market, comparable to the massive spread of personal computers in the 1980s. Thus
genetically modified biomaterials with upgraded biological properties, expanding towards mass-scale industrial
production, and the considerable consumption in regular universal activities.
The techniques used to develop new materials and to modify the properties of existing materials, are subjected to
different industries and fields of scientific researches. CRISPR is an authoritative research tool that facilitates
scientists to deal with the expression of a gene. It has shown tremendous potential in genome research due to its
ability to delete unwanted traits, and possibly even replace them with desirable traits. It is agile, worthwhile, and