Big Data Technology in Healthcare: A Survey
01 Jun 2019-pp 8763812
TL;DR: This paper discusses how Big Data technologies have been benign in the Healthcare domain.
Abstract: "In God we trust, all others must bring data," quoted by W. Edwards Deming an American engineer, statistician, and professor, have seemed to have taken quite the literal sense in this coming of age world were Robotics, AI, and Machine Learning have become the touchstone of every new burgeoning technology. Today data is not endemic to its source or any organization or an individual; data is omnipresent. Anywhere and everywhere, data flow can be observed, and these data can be saved and analyzed to obtain some confounding observations. To handle the processing of such massive and continually evolving datasets/databases, the concept of Big Data was introduced. This paper discusses how Big Data technologies have been benign in the Healthcare domain.
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TL;DR: A working prototype is implemented to demonstrate how the hybrid blockchain facilitates the pharmaceutical operations in a healthcare information control ecosystem and a blockchain benchmark tool Hyperledger Caliper is used to evaluate the performance of hybrid blockchain–based electronic medical records sharing scheme on throughput and average latency.
Abstract: With the development of big data and medical information control system, electronic medical records sharing across organizations for better medical treatment and advancement has attracted much atte...
24 citations
Cites background from "Big Data Technology in Healthcare: ..."
...Saglani et al.(10) made use of convolutional neural network (CNN) model to recognize medical concept relations in clinical records and predict consequences under big data environment....
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...Saglani et al.10 made use of convolutional neural network (CNN) model to recognize medical concept relations in clinical records and predict consequences under big data environment....
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TL;DR: A working prototype is implemented to demonstrate how the hybrid blockchain facilitates the pharmaceutical operations in a healthcare information control ecosystem and a blockchain benchmark tool Hyperledger Caliper is used to evaluate the performance of hybrid blockchain–based electronic medical records sharing scheme on throughput and average latency.
Abstract: With the development of big data and medical information control system, electronic medical records sharing across organizations for better medical treatment and advancement has attracted much atte...
24 citations