Papers by Deepak Dhanwani
The main purpose of data mining is to extract knowledge from large amount of data. Artificial Neu... more The main purpose of data mining is to extract knowledge from large amount of data. Artificial Neural network (ANN) has already been applied in a variety of domains with remarkable success. This paper presents the application of hybrid model for stroke disease that integrates Genetic algorithm and back propagation algorithm. Selecting a good subset of features, without sacrificing accuracy, is of great importance for neural networks to be successfully applied to the area. In addition the hybrid model that leads to further improvised categorization, accuracy compared to the result produced by genetic algorithm alone. In this study, a new hybrid model of Neural Networks and Genetic Algorithm (GA) to initialize and optimize the connection weights of ANN so as to improve the performance of the ANN and the same has been applied in a medical problem of predicting stroke disease for verification of the results.
Brain tumor is an abnormal growth of brain cells within the brain. Detection of brain tumor is ch... more Brain tumor is an abnormal growth of brain cells within the brain. Detection of brain tumor is challenging problem due to complex structure of brain.MRI can provide the detail information about human soft tissue anatomy, which is helpful in diagnosis of brain tumor. Detection of brain tumor involves different stages such as image preprocessing, segmentation, feature extraction and classification. This paper summarizes the study of various techniques of brain tumor from MRI images.
Uploads
Papers by Deepak Dhanwani