The Sixth Workshop on Data Mining in Biomedical Informatics and Healthcare DMBIH’18

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活动简介

The Sixth Workshop on Data Mining in Biomedical Informatics and Healthcare aims to provide a forum for data miners, informacists, data scientists, and clinical researchers to share their latest investigations in applying data mining techniques to biomedical and healthcare data. The increasing availability of large and complex data sets to the research community, triggers the need to develop more advanced and sophisticated data analytical techniques to exploit and manage these big data. The broader context of the workshop comprehends artificial intelligence, information retrieval, machine learning, and knowledge extraction methods using biomedical image analysis and natural language processing.

组委会

Organizing committee

Daniela Stan Raicu, DePaul University
Samah Jamal Fodeh, Yale University
Mohammad-Reza Siadat, Oakland University
José D. Martín-Guerrero, University of Valencia

征稿信息

重要日期

2018-08-14

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征稿范围

List of Topics

Classifying and clustering big data in electronic health records (EHRs)
Classifying and clustering temporal data in EHRs and biomedical data in high dimensional spaces
Application of deep learning methods to clinical data
Topic modeling / detection in large amounts of clinical textual data
Data preprocessing and cleansing to deal with noise and missing data in large biomedical or population health data sets
Algorithms to speed up the analysis of big biomedical data
Novel visualization techniques to facilitate the query and analysis of clinical data
Statistics and probability in large-scale data mining
Evidence-based medicine
Developing efficient computational algorithms for mining/analyzing big EHR data
Novel visualization techniques to facilitate the query and analysis of clinical data
Statistics and probability in large-scale EHR data mining
Medical image data mining
HIPAA compliance data mining
Pharmacogenomics data mining
Biological markers detection
Biological and clinical data analysis and integration for translational research
Computational genetics, genomics and proteomics

作者指南

Paper submissions will be done through the IEEE ICDM Workshop CyberChair submission system. As per ICDM instructions, papers are limited to a maximum of ten pages, and follow the IEEE ICDM format requirements. All accepted workshop papers will be published in a formal proceedings by the IEEE Computer Society Press. One paper will be selected for the best paper award, which will be awarded at the workshop. Submitted papers must represent original unpublished research that is not currently under review for any other conference or journal. Papers not following these guidelines will be rejected without review and further action may be taken, including (but not limited to) notifications sent to the heads of the institutions of the authors and sponsors of the conference. Submissions received after the due date, exceeding length limit, or not appropriately structured may also not be considered. Authors may contact the conference General Chairs for more information.