Connectionists: VLDB Workshop on Data Management and Analytics for Medicine and Healthcare (DMAH 2018)
Gang Luo
gangluo at cs.wisc.edu
Mon Apr 9 09:01:47 EDT 2018
-- Call for Papers --
The Fourth International Workshop on Data Management and Analytics
for Medicine and Healthcare (DMAH 2018)
In Conjunction with VLDB 2018
Rio de Janeiro, Brazil
August 31, 2018
http://dmah.info/
Healthcare enterprises are producing large amounts of data through
electronic
medical records, medical imaging, health insurance claims, surveillance,
and
others. Such data have high potential to transform current healthcare to
improve healthcare quality and prevent diseases, and advance biomedical
research. Medical Informatics is an interdisciplinary field that studies
and pursues the effective use of medical data, information, and knowledge
for scientific inquiry, problem solving and decision making, driven by
efforts
to improve human health and well being.
The goal of the workshop is to bring people in the field cross-cutting
information management and medical informatics to discuss innovative data
management and analytics technologies highlighting end-to-end applications,
systems, and methods to address problems in healthcare, public health, and
everyday wellness, with clinical, physiological, imaging, behavioral,
environmental, and omic- data, and data from social media and the Web. It
will provide a unique opportunity for interaction between information
management researchers and biomedical researchers for the interdisciplinary
field.
This workshop welcomes papers that address fundamental research issues
for complex medical data environments, data management and analytical
methods, systems and applications.
Topics of interest include, but not limited to:
Big data integration for medical data;
Data cleansing for noisy and missing data;
Medical data and knowledge management and decision support;
Data management technologies for medical data;
Semantic Web and ontologies for clinical and biomedical applications;
Medical natural language processing and text mining;
Data mining and knowledge discovery from Electronic Health Records;
Algorithms to speed up the analysis of big medical data;
Innovative visualization techniques for query and analysis of medical data;
Medical image mining;
Medical information retrieval;
Data privacy and security for healthcare data;
Hospital readmission analytics;
Medical fraud detection;
Social media and Web data analytics for public health;
Data analytics for pervasive computing for medical care.
DMAH 2018 accept two types of papers:
1) Regular research papers reporting original research results or
significant
case studies (18 pages).
2) Extended abstracts presenting novel research directions or challenging
problems (4 pages).
Important Dates:
Individual Workshop Papers: May 7, 2018
Notification of Acceptance: June 18, 2018
Camera Ready: June 30, 2018
Workshop date: August 31, 2018
All submitted papers will be rigorously reviewed. All accepted papers will
be made available as a workshop proceedings to be published by Springer
LNCS.
Workshop Chairs:
Fusheng Wang, Stony Brook University, USA
Gang Luo, University of Washington, USA
George Teodoro, University of Brasilia, Brazil
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