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Asian Journal of Information and Communications 10(1)
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Asian Journal of Information and Communications

Applications of big data and deep learning in healthcare industry from disease detection to cost reduction Seifolahzade et al.

  • Page:20-31
  • 2017-11-03

Big data analytics and deep learning are two high-focus of data science. A key benefit of deep learning is the analysis and learning of massive amounts of unsupervised data, making it a valuable tool for big data analytics where raw data is largely unlabeled and un-categorized. As the data keeps getting bigger, deep learning is coming to play a key role in providing big data predictive analytics solutions. Nowadays, many complex processes can generate big data, for example, there are a greater number of healthcare industry than ever before, collecting many terabytes of data per day. Today we use deep learning method for identifying metastatic breast cancer, recurrent neural cascade model for automated image annotation or predicting healthcare-associated infections. In this paper, we provide a brief overview of big data and deep learning, and some of its applications in the field of health care are mentioned.

Keywords: big data, deep learning, health care, cost reduction

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