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E-book
Author CIBB (Meeting) (17th : 2021 : Online)

Title Computational intelligence methods for bioinformatics and biostatistics : 17th International Meeting, CIBB 2021, virtual event, November 15-17, 2021 : revised selected papers / Davide Chicco, Angelo Facchiano, Erica Tavazzi, Enrico Longato, Martina Vettoretti, Anna Bernasconi, Simone Avesani, Paolo Cazzaniga (eds.)
Published Cham : Springer, [2022]
©2022

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Description 1 online resource (xv, 253 pages) : illustrations (chiefly color)
Series Lecture notes in computer science. Lecture notes in bioinformatics ; 13483
LNCS sublibrary: SL8 - Bioinformatics
Lecture notes in computer science. Lecture notes in bioinformatics.
Lecture notes in computer science ; 13483.
LNCS sublibrary. SL 8, Bioinformatics.
Contents Chemical Neural Networks and Synthetic Cell Biotechnology: Preludes to Chemical AI -- Development of Bayesian network for multiple sclerosis risk factor interaction analysis -- Real-Time Automatic Plankton Detection, Tracking and Classification on Raw Hologram -- The first in-silico model of leg movement activity during sleep -- Transfer learning and magnetic resonance imaging techniques for deep neural network-based diagnosis of early cognitive decline and dementia -- Improving bacterial sRNA identification by combining genomic context and sequence-derived features -- High-dimensional multi-trait GWAS by reverse prediction of genotypes using machine learning methods -- A Non-Negative Matrix Tri-Factorization based Method for Predicting Antitumor Drug Sensitivity -- A Rule-based Approach for Generating Synthetic Biological Pathways -- Machine Learning Classifiers based on Dimensionality Reduction Techniques for the Early Diagnosis of Alzheimers Disease using Magnetic Resonance Imaging and Positron Emission Tomography Brain Data -- Text Mining Enhancements for Image Recognition of Gene Names and Gene Relations -- Sentence Classification to Detect Tables for Helping Extraction of Regulatory Interactions in Bacteria -- RF-Isolation: a Novel Representation of Structural Connectivity Networks for Multiple Sclerosis Classification -- Summarizing Global SARSCoV2 Geographical Spread by Phylogenetic Multitype Branching Models -- Explainable AI Models for COVID-19 Diagnosis using CT-Scan Images and Clinical Data -- The need of standardised metadata to encode causal relationships: Towards safer data-driven machine learning biological solutions -- Deep Recurrent Neural Networks for the Generation of Synthetic Coronavirus Spike Protein Sequences -- Recent Dimensionality Reduction Techniques for High-Dimensional COVID-19 Data -- Soft brain ageing indicators based on light-weight LeNet-like neural networks and localized 2D brain age biomarkers
Summary This book constitutes revised selected papers from the 17th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2021, which was held virtually during November 1517, 2021. The 19 papers included in these proceedings were carefully reviewed and selected from 26 submissions, and they focus on bioinformatics, computational biology, health informatics, cheminformatics, biotechnology, biostatistics, and biomedical imaging
Notes International conference proceedings
Includes author index
Print version record
Subject Computational intelligence -- Congresses
Bioinformatics -- Congresses
Biometry -- Congresses
Bioinformatics
Biometry
Computational intelligence
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Chicco, Davide, editor
Facchiano, Angelo, editor
Tavazzi, Erica, editor
Longato, Enrico, editor
Vettoretti, Martina, editor
Bernasconi, Anna, editor
Avesani, Simone, editor
Cazzaniga, Paolo, editor.
ISBN 9783031208379
3031208374
9788303120830
8303120832
Other Titles CIBB 2021