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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