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Special Issue on High Performance Computing in Bio-medical Informatics

Special Issue on High Performance Computing in Bio-medical Informatics Neuroinformatics (2018) 16:283 https://doi.org/10.1007/s12021-018-9393-x EDITORIAL Special Issue on High Performance Computing in Bio-medical Informatics 1 1 1 1 Luping Zhou & Islem Rekik & Chenggang Yan & Guorong Wu Published online: 18 July 2018 Springer Science+Business Media, LLC, part of Springer Nature 2018 In healthcare where time is life, the integration of the latest break- minimize I/O and computation overheads, exploit computing throughs in high performance computing (HPC) into the biomed- and memory capacity distributed across multiple types of de- ical research field might speed up the development of computa- vices and systems, and maximize application throughput tionally expensive, though not time-consuming, neurocomputing while reducing application development complexity. methods, including machine learning, neural networks and its The central aim of this special issue is to present the state of variant architectures, deep networks and multi-source healthcare the art of computational methods that address the above chal- data representation and learning. HPC will improve the applica- lenges of high performance computing in bio-medical infor- bility of technically advanced neurocomputing frameworks with matics. The scope of this special issue is highly interdisciplin- high computational complexitytosolvehealthcare issues in real ary, including the methodology of HPC and HPC application time —including patient diagnosis http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Neuroinformatics Springer Journals

Special Issue on High Performance Computing in Bio-medical Informatics

Special Issue on High Performance Computing in Bio-medical Informatics

Abstract

Neuroinformatics (2018) 16:283 https://doi.org/10.1007/s12021-018-9393-x EDITORIAL Special Issue on High Performance Computing in Bio-medical Informatics 1 1 1 1 Luping Zhou & Islem Rekik & Chenggang Yan & Guorong Wu Published online: 18 July 2018 Springer Science+Business Media, LLC, part of Springer Nature 2018 In healthcare where time is life, the integration of the latest break- minimize I/O and computation overheads, exploit computing throughs in high performance computing...
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Publisher
Springer Journals
Copyright
Copyright © 2018 by Springer Science+Business Media, LLC, part of Springer Nature
Subject
Biomedicine; Neurosciences; Bioinformatics; Computational Biology/Bioinformatics; Computer Appl. in Life Sciences; Neurology
ISSN
1539-2791
eISSN
1559-0089
DOI
10.1007/s12021-018-9393-x
Publisher site
See Article on Publisher Site

Abstract

Neuroinformatics (2018) 16:283 https://doi.org/10.1007/s12021-018-9393-x EDITORIAL Special Issue on High Performance Computing in Bio-medical Informatics 1 1 1 1 Luping Zhou & Islem Rekik & Chenggang Yan & Guorong Wu Published online: 18 July 2018 Springer Science+Business Media, LLC, part of Springer Nature 2018 In healthcare where time is life, the integration of the latest break- minimize I/O and computation overheads, exploit computing throughs in high performance computing (HPC) into the biomed- and memory capacity distributed across multiple types of de- ical research field might speed up the development of computa- vices and systems, and maximize application throughput tionally expensive, though not time-consuming, neurocomputing while reducing application development complexity. methods, including machine learning, neural networks and its The central aim of this special issue is to present the state of variant architectures, deep networks and multi-source healthcare the art of computational methods that address the above chal- data representation and learning. HPC will improve the applica- lenges of high performance computing in bio-medical infor- bility of technically advanced neurocomputing frameworks with matics. The scope of this special issue is highly interdisciplin- high computational complexitytosolvehealthcare issues in real ary, including the methodology of HPC and HPC application time —including patient diagnosis

Journal

NeuroinformaticsSpringer Journals

Published: Jul 18, 2018

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