04191nam a22005895i 4500 978-981-97-5087-0 DE-He213 20251030112625.0 cr nn 008mamaa 240712s2024 si | s |||| 0|eng d 9789819750870 978-981-97-5087-0 10.1007/978-981-97-5087-0 doi QH324.2-324.25 UY bicssc PS bicssc COM082000 bisacsh PSAX thema Bioinformatics Research and Applications [electronic resource] : 20th International Symposium, ISBRA 2024, Kunming, China, July 19–21, 2024, Proceedings, Part III / edited by Wei Peng, Zhipeng Cai, Pavel Skums. 1st ed. 2024. Singapore : Springer Nature Singapore : Imprint: Springer, 2024. XIV, 147 p. 40 illus., 32 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Lecture Notes in Bioinformatics, 2366-6331 ; 14956 -- Feddaw: Dual Adaptive Weighted Federated Learning for Non-IID Medical Data. -- LoopNetica: predicting chromatin loops using convolutional neural networks and attention mechanisms. -- Probabilistic and Machine Learning Models for the Protein Scaffold Gap Filling Problem. -- Patient Anticancer Drug Response Prediction based on Single-Cell Deconvolution. -- A Data Set of Paired Structural Segments between Protein Data Bank and AlphaFold DB for Medium-Resolution Cryo-EM Density Maps: A Gap in Overall Structural Quality. -- PmmNDD: Predicting the Pathogenicity of Missense Mutations in Neurodegenerative Diseases via Ensemble Learning. -- Improved Inapproximability Gap and Approximation Algorithm for Scaffold Filling to Maximize Increased Duo-preservations. -- Residual Spatio-Temporal Attention based Prototypical Network for Rare Arrhythmia Classification. -- SEMQuant: Extending Sipros-Ensemble with Match-Between-Runs for comprehensive quantitative metaproteomics. -- PrSMBooster：Improving the Accuracy of Top-down Proteoform Characterization using Deep Learning Rescoring Models. -- FCMEDriver: identifing cancer driver gene by combining mutual exclusivity of embedded features and optimized mutation frequency score. This book constitutes the refereed proceedings of the 20th International Symposium on Bioinformatics Research and Applications, ISBRA 2024, held in Kunming, China, in July 19–21, 2024. The 93 full papers included in this book were carefully reviewed and selected from 236 submissions. The symposium provides a forum for the exchange of ideas and results among researchers, developers, and practitioners working on all aspects of bioinformatics and computational biology and their applications. Bioinformatics. 64050 Artificial intelligence. 58441 Computer engineering. Computer networks . 60157 Bioinformatics. 64050 Artificial Intelligence. 58441 Computer Engineering and Networks. Peng, Wei. editor. (orcid)0000-0002-9572-951X https://orcid.org/0000-0002-9572-951X edt http://id.loc.gov/vocabulary/relators/edt 80472 Cai, Zhipeng. editor. (orcid)0000-0001-6017-975X https://orcid.org/0000-0001-6017-975X edt http://id.loc.gov/vocabulary/relators/edt 80473 Skums, Pavel. editor. edt http://id.loc.gov/vocabulary/relators/edt 80474 SpringerLink (Online service) Springer Nature eBook Printed edition: 9789819750863 Printed edition: 9789819750887 Lecture Notes in Bioinformatics, 2366-6331 ; 14956 75196 https://doi.org/10.1007/978-981-97-5087-0 ZDB-2-SCS ZDB-2-SXCS ZDB-2-LNC 61548 61548