TY - BOOK AU - Peng,Wei AU - Cai,Zhipeng AU - Skums,Pavel ED - SpringerLink (Online service) TI - Bioinformatics Research and Applications: 20th International Symposium, ISBRA 2024, Kunming, China, July 19-21, 2024, Proceedings, Part III T2 - Lecture Notes in Bioinformatics, SN - 9789819750870 AV - QH324.2-324.25 U1 - 570.285 23 PY - 2024/// CY - Singapore PB - Springer Nature Singapore, Imprint: Springer KW - Bioinformatics KW - Artificial intelligence KW - Computer engineering KW - Computer networks  KW - Artificial Intelligence KW - Computer Engineering and Networks N1 - -- 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 N2 - 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 UR - http://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-981-97-5087-0 ER -