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Introduction

The recent advances in biomedicine and health sciences have led to a vast increase in the amount of structured (e.g., diagnoses, medications, laboratory results) and unstructured (e.g., scientific articles, patents, conference abstracts, health forums) data. This provides an excellent opportunity to extract useful information from these data via data mining/machine learning. However, transforming data to action gives rise to the key challenge in informatics and data science: to develop innovative methods and systems for acquisition, curation, management, processing, visualization, and interoperation of large amounts of data involved with health.

The goal of this workshop is to provide a forum for scientists and engineers in the growing community of health data science to exchange ideas and discuss the latest research developments. Papers submitted to the workshop should address the novelty and significance of the methodologies and use cases. The implications of the results and the potentially transformative nature of the proposed work should also be discussed to demonstrate how data science can effectively impact health.

Call for paper

Important date

1970-01-01 00:00:00
Abstract submission deadline
1970-01-01 00:00:00
Abstract notification of acceptance
2017-09-20 00:00:00
Draft paper submission deadline
2017-10-10 00:00:00
Draft paper acceptance notification
2017-10-25
Final paper submission deadline

Submission Topics

Research topics of the workshop include, but are not limited to (not in order of preference):

  • Ontology and meta-data design

  • Natural language processing and text mining

  • Machine learning and modeling

  • Gene-disease relationship mining

  • Biological network analysis

  • Drug target identification and validation

  • Computational biomarker discovery

  • Electronic health records (EHR) mining

  • Analysis and visualization of biological and clinical data

  • Quantitative structure-activity relationships (QSARs)

  • Toxicity analysis and prediction

  • Nanoinformatics and nanomedicine

  • Infrastructure (frameworks/software/tools/resources) for health applications

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Important Date
  • Nov 13

    2017

    Conference Date

  • Sep 20 2017

    Draft paper submission deadline

  • Oct 10 2017

    Draft Paper Acceptance Notification

  • Oct 25 2017

    Final Paper Deadline

  • Nov 13 2017

    Registration deadline

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