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活动简介

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.

征稿信息

重要日期

2017-09-20
初稿截稿日期
2017-10-10
初稿录用日期
2017-10-25
终稿截稿日期

征稿范围

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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重要日期
  • 11月13日

    2017

    会议日期

  • 09月20日 2017

    初稿截稿日期

  • 10月10日 2017

    初稿录用通知日期

  • 10月25日 2017

    终稿截稿日期

  • 11月13日 2017

    注册截止日期

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