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2nd International Workshop on Health Data Management and Mining

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When :  2017-04-22

Where :  San Diego, CA

Submission Deadline :  2017-01-20

Categories :   DBWorld: Database Management Systems ,  Data Mining      

Untitled Document

2nd International Workshop on Health Data Management and Mining (HDMM 2017)

April 22, 2017, San Diego, CA

Call for Papers :

Health data originate from a wide variety of heterogeneous data sources which include medical literature, Electronic Medical Records (EMRs), medical imaging data, time series data from ICU/in-hospital sensors, insurance claims data, wearable sensors, mobile health applications data, omics data, etc., just to name a few. However, unlike many other domains much of these information remain in paper form, lack common standards, are not shared and frequently hampered by the lack of fool-proof de-identification for patient privacy. Much of healthcare data remains hidden as unstructured data in the form of clinical notes, imaging reports, patient narratives etc.

Topics of Interest

  • Big data integration of heterogeneous health data sources
  • Web-scale & cloud based medical data management systems
  • NoSQL/NewSQL/Graph databases for healthcare data management
  • Novel visualization of healthcare data in complex and critical medical environments
  • Natural language processing and  text mining techniques for health data mining
  • Semantic Web techniques for multi-sourced healthcare data
  • Knowledge and non-obvious relation extraction across multiple medical data sources
  • Social and personalized health data mining
  • Handling noisy and missing medical data
  • Personal health apps, wearable and sensor data integration with traditional medical data
  • Novel techniques for security and privacy of health data management and sharing
  • Privacy-preserving mining techniques for healthcare data

Important Dates

  • Paper submission due: January 20, 2017
  • Notification of acceptance: February 14, 2017
  • Camera-ready copy due: February 21, 2017
  • Workshop date: April 22, 2017

User Name : jerish
Posted 30-12-2016 on 10:05:30 AEDT


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