Computational Advances in Bio and Medical Sciences 11th International Conference, ICCABS 2021, Virtual Event, December 16-18, 2021, Revised Selected Papers / [electronic resource] :
edited by Mukul S. Bansal, Ion Măndoiu, Marmar Moussa, Murray Patterson, Sanguthevar Rajasekaran, Pavel Skums, Alexander Zelikovsky.
- 1st ed. 2022.
- X, 177 p. 59 illus., 50 illus. in color. online resource.
- Lecture Notes in Bioinformatics, 13254 2366-6331 ; .
- Lecture Notes in Bioinformatics, 13254 .
Computational 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.
This 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.
9783031175312
10.1007/978-3-031-17531-2 doi
Application software. Computers, Special purpose. Image processing--Digital techniques. Computer vision. Machine learning. Computer and Information Systems Applications. Special Purpose and Application-Based Systems. Computer Imaging, Vision, Pattern Recognition and Graphics. Machine Learning.