LEADER 05945nam 22006735 450 001 9910639891503321 005 20230902072705.0 010 $a3-031-23198-8 024 7 $a10.1007/978-3-031-23198-8 035 $a(MiAaPQ)EBC7166096 035 $a(Au-PeEL)EBL7166096 035 $a(CKB)25913982000041 035 $a(DE-He213)978-3-031-23198-8 035 $a(PPN)267813201 035 $a(EXLCZ)9925913982000041 100 $a20221230d2022 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aBioinformatics Research and Applications $e18th International Symposium, ISBRA 2022, Haifa, Israel, November 14?17, 2022, Proceedings /$fedited by Mukul S. Bansal, Zhipeng Cai, Serghei Mangul 205 $a1st ed. 2022. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2022. 215 $a1 online resource (404 pages) 225 1 $aLecture Notes in Bioinformatics,$x2366-6331 ;$v13760 311 08$aPrint version: Bansal, Mukul S. Bioinformatics Research and Applications Cham : Springer,c2023 9783031231971 320 $aIncludes bibliographical references and index. 327 $aMLMVFE: A Machine Learning Approach Based on Muli-View Features Extraction for Drug-Disease Associations Prediction -- STgcor: A Distribution-based Correlation Measurement Method for Spatial Transcriptome Data -- Automatic ICD Coding based on Multi-granularity Feature Fusion -- Effectively Training MRI Reconstruction Network via Sequentially Using Undersampled k-Space Data with Very Low Frequency Gaps -- Fusing Label Relations for Chinese EMR Named Entity Recognition with Machine Reading Comprehension -- Private Epigenetic PaceMaker Detector using Homomorphic Encryption - Extended Abstract -- NIDN: Medical Code Assignment via Note-Code Interaction Denoising Network -- Research on the prediction method of disease classification based on imaging features -- M-US-EMRs: A Multi-Modal Data Fusion Method of Ultrasonic Images and Electronic Medical Records Used for Screening of Coronary Heart Disease -- Transposition Distance Considering Intergenic Regions for Unbalanced Genomes -- An SMT-based Framework for Reasoning about Discrete Biological Models -- ARGLRR: An Adjusted Random Walk Graph Regularization Sparse Low-rank Representation Method for Single-cell RNA-sequencing Data Clustering -- An Efficient and User-friendly Software for PCR Primer Design for Detection of Highly Variable Bacteria -- A Network-Based Voting Method for Identification and Prioritization of Personalized Cancer Driver Genes -- TDCOSR: A multimodality fusion framework for association analysis between genes and ROIs of Alzheimer?s disease -- Policy-based Hypertension Monitoring using Formal Runtime Verification Monitors -- Deep learning-enhanced MHC-II presentation prediction and peptidome deconvolution -- MMLN: Leveraging Domain Knowledge for Multimodal Diagnosis -- Optimal sequence alignment to ED-strings -- Heterogeneous PPI network representation learning for protein complex identification -- A Clonal Evolution Simulator for Planning Somatic Evolution Studies -- Prediction of Drug-disease Relationship on Heterogeneous Networks Based on Graph Convolution -- t-SNE Highlights Phylogenetic and Temporal Patterns of SARS-CoV-2 Spike and Nucleocapsid Protein Evolution -- MPCDDI: A Secure Multiparty Computation-based Deep Learning Framework for Drug-drug Interaction Predictions -- A Multimodal Data Fusion-based Deep Learning Approach for Drug-Drug Interaction Prediction -- GNN-Dom: an unsupervised method for protein domain partition via protein contact map -- A Locality-Constrained Linear Coding-Based Ensemble Learning Framework for Predicting Potentially Disease-Associated MiRNAs -- Gaussian-enhanced Representation Model for Extracting Protein-Protein Interactions Affected by Mutations -- Distance Profiles of Optimal RNA Foldings -- 2D Photogrammetry Image of Adolescent Idiopathic Scoliosis Screening Using Deep Learning -- EMRShareChain: A Privacy-Preserving EMR Sharing System Model Based on the Consortium Blockchain -- Simulating Spiking Neural Networks based on SW26010pro -- Entropy Based Clustering of Viral Sequences -- A Tensor Robust Model Based on Enhanced Tensor Nuclear Norm and Low-Rank Constraint for Multi-view Cancer Genomics Data. 330 $aThis book constitutes the proceedings of the 18th International Symposium on Bioinformatics Research and Applications, ISBRA 2022, held in Haifa, Israel, in November 14?17, 2022. The 30 full papers and 4 short papers presented in this book were carefully reviewed and selected from 72 submissions. They were organized in topical sections named: AI and disease; computational proteomics; biomedical imaging; drug screening and drug-drug interaction prediction; Biomedical data; sequencing data analysis. 410 0$aLecture Notes in Bioinformatics,$x2366-6331 ;$v13760 606 $aBioinformatics 606 $aArtificial intelligence 606 $aComputer networks 606 $aComputer engineering 606 $aBioinformatics 606 $aArtificial Intelligence 606 $aComputer Communication Networks 606 $aComputer Engineering and Networks 615 0$aBioinformatics. 615 0$aArtificial intelligence. 615 0$aComputer networks. 615 0$aComputer engineering. 615 14$aBioinformatics. 615 24$aArtificial Intelligence. 615 24$aComputer Communication Networks. 615 24$aComputer Engineering and Networks. 676 $a170 676 $a572.80285 702 $aBansal$b Mukul S. 702 $aCai$b Zhipeng 702 $aMangul$b Serghei 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910639891503321 996 $aBioinformatics Research and Applications$9772362 997 $aUNINA