Browsing by Author "Sultana, Mst. Abida"

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    Detecting Brain Tumor Using A Convolutional Neural Network
    (Daffodil International University, 2019-12-05) Rokonuzzaman, Md.; Sultana, Mst. Abida; Akhter, Farjana
    Nowadays Machine Learning (ML) become most hot topic in the technology world. Newly invented machine with Artificial Intelligence (AI) taking every place of our life. Neural Network may be a modern machine learning field that picked up a parcel of intrigued over the past few a long time. That’s why people are trying to invent new technology for better lifestyle. In this paper we propose 13 layer Convolutional Neural Network (CNN) model that are detecting brain tumor from mri image. The model is combined with the automatic feature extractor, standard Multi-Layer Perceptron(MLP) and activation function. Our proposed model has accomplished decently high accuracy with low cross-entropy rate.