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024 7 _a10.1007/978-3-031-17531-2
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082 0 4 _a005.3
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245 1 0 _aComputational Advances in Bio and Medical Sciences
_h[electronic resource] :
_b11th International Conference, ICCABS 2021, Virtual Event, December 16-18, 2021, Revised Selected Papers /
_cedited by Mukul S. Bansal, Ion Măndoiu, Marmar Moussa, Murray Patterson, Sanguthevar Rajasekaran, Pavel Skums, Alexander Zelikovsky.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _aX, 177 p. 59 illus., 50 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
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347 _atext file
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490 1 _aLecture Notes in Bioinformatics,
_x2366-6331 ;
_v13254
505 0 _aComputational Advances in Bio and Medical Sciences -- Single Model Quality Estimation of Protein Structures via Non-negative Tensor Factorization -- Graph Representation Learning for Protein Conformation Sampling -- Excerno: Filtering mutations caused by the clinical archival process in sequencing data -- Relabeling metabolic pathway data with groups to improve prediction outcomes -- MELEPS: Multiple Expert Linear Epitope Prediction System -- Encoder-Decoder Architectures for Clinically Relevant Coronary Artery Segmentation -- Unified SAT-Solving for Hard Problems of Phylogenetic Network Construction -- Feature Selection for Identification of Risk Factors Associated with Infant Mortality -- Addressing classification on highly imbalanced clinical datasets -- mcPBWT: Space-efficient Multi-column PBWT Scanning Algorithm for Composite Haplotype Matching -- Computational Advances in Molecular Epidemiology -- Clustering SARS-CoV-2 Variants from Raw High-Throughput Sequencing Reads Data.-Analysis of SARS-CoV-2 temporal molecular networks using global and local topological characteristics -- An SVM Based Approach to Study the Racial Disparity in Triple-Negative Breast Cancer.
520 _aThis book constitutes revised selected papers from the refereed proceedings of the 11th International Conference on Computational Advances in Bio and Medical Sciences, ICCABS 2021, held as a virtual event during December 16-18, 2021. The 13 full papers included in this book were carefully reviewed and selected from 17 submissions. They were organized in topical sections as follows: Computational advances in bio and medical sciences; and computational advances in molecular epidemiology.
650 0 _aApplication software.
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650 0 _aComputers, Special purpose.
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650 0 _aImage processing
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650 0 _aComputer vision.
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650 0 _aMachine learning.
_91831
650 1 4 _aComputer and Information Systems Applications.
_9175537
650 2 4 _aSpecial Purpose and Application-Based Systems.
_946654
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
_931569
650 2 4 _aMachine Learning.
_91831
700 1 _aBansal, Mukul S.
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700 1 _aMăndoiu, Ion.
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700 1 _aMoussa, Marmar.
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700 1 _aPatterson, Murray.
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700 1 _aRajasekaran, Sanguthevar.
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700 1 _aSkums, Pavel.
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700 1 _aZelikovsky, Alexander.
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773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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830 0 _aLecture Notes in Bioinformatics,
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856 4 0 _uhttps://doi.org/10.1007/978-3-031-17531-2
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