A healthcare data is very important for the purpose of organizing the data, analyzing the data etc. It is also important for Scientific Research, sharing of healthcare data has rapidly growing in Society. The healthcare data brings more privacy to the patient’s health data. Sharing that particular data without any permission can bring many threats to the patient’s privacy. Data collection and Preserving of data is the most sensitive part in the medical sector. Now a day’s many of the Organizations are focusing on the data privacy for healthcare. In this Research Paper we are going to introduce the framework for privacy preserving data sharing with developing more application and different ways to work on it. This research paper mainly focuses on the 3 main Points they are: 1. Privacy of Healthcare data and detection of it; 2. Focusing on the Policy Management; 3. Preserving the data privately. Many techniques and many Technologies have been developed and developing in the Medical field. Affordability of many of the devices is growing rapidly day-by-day. Devices play a very important role in the terms of Science, in the field of Medical. It also plays a main role in health monitoring, safety monitoring, early disease detection etc. Analyzing of data can be done with real time Entity. Even we need to set the proper timing or alarm timing whenever and wherever it is needed. To store large no. of data in hospitals, every hospital has its private cloud to store the private data of each and every patient. This private cloud helps us to store large amount of the data with different records. It also stores the particular data and all the history related to patients health and also the improvement records. This whole data has been privately stored with the help of IOT (Internet of Things). And we can also access it whenever needed.
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