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International Workshop on Deep Learning in Bioinformatics, Biomedicine, and Healthcare Informatics

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When :  2017-11-13

Where :  Kansas City, MO, USA

Submission Deadline :  2017-09-22

Categories :   Informatics ,  Humanities, Art and Social Studies      

Untitled Document

International Workshop on Deep Learning in Bioinformatics, Biomedicine, and Healthcare Informatics (DLB2H 2017)
November 13-16,2017, Kansas City, MO, USA

Call for Papers:

In recent years, deep learning has been spotlighted as the most active research field with its great success in various machine learning communities, such as image analysis, speech recognition, and natural language processing, and now its promising potential is being actively discussed in the field of biomedicine. In particular, a dramatically increasing number of deep learning-based approaches have been proposed in biomedical images and signal processing. However, relatively little application of deep learning has been made in other biomedical areas such as genomics and computational biology due to the difficulty of definition and interpretation of deep learning architecture. Moreover, there are still many challenging tasks with many open problems in deep learning that need to be solved for active use in bioinformatics, biomedicine, and healthcare informatics.

    Topics:

  • Protein structures
  • Gene expression regulations
  • Genome-wide association studies
  • Protein function prediction
  • DNA-protein binding site identification
  • Clustering cancer subtypes
  • Single-cell clustering
  • Cancer diagnosis
  • 3D brain reconstruction (MRI/fMRI)
  • Tissue image classification/Organ segmentation
  • Anomaly detection
  • Human activity recognition
  • Human behavior monitoring

IMPORTANT DATES:

  • Full workshop paper submission due:September 22,2017
  • Notification of paper acceptance:October 13,2017
  • Camera-ready due of accepted papers:October 27, 2017

User Name : Jenifer
Posted 01-08-2017 on 14:16:22 AEDT


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