000 04191nam a22005895i 4500
001 978-981-97-5087-0
003 DE-He213
005 20251030112625.0
007 cr nn 008mamaa
008 240712s2024 si | s |||| 0|eng d
020 _a9789819750870
_9978-981-97-5087-0
024 7 _a10.1007/978-981-97-5087-0
_2doi
050 4 _aQH324.2-324.25
072 7 _aUY
_2bicssc
072 7 _aPS
_2bicssc
072 7 _aCOM082000
_2bisacsh
072 7 _aPSAX
_2thema
245 1 0 _aBioinformatics Research and Applications
_h[electronic resource] :
_b20th International Symposium, ISBRA 2024, Kunming, China, July 19–21, 2024, Proceedings, Part III /
_cedited by Wei Peng, Zhipeng Cai, Pavel Skums.
250 _a1st ed. 2024.
264 1 _aSingapore :
_bSpringer Nature Singapore :
_bImprint: Springer,
_c2024.
300 _aXIV, 147 p. 40 illus., 32 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Bioinformatics,
_x2366-6331 ;
_v14956
505 0 _a -- 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.
520 _aThis 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.
650 0 _aBioinformatics.
_964050
650 0 _aArtificial intelligence.
_958441
650 0 _aComputer engineering.
650 0 _aComputer networks .
_960157
650 1 4 _aBioinformatics.
_964050
650 2 4 _aArtificial Intelligence.
_958441
650 2 4 _aComputer Engineering and Networks.
700 1 _aPeng, Wei.
_eeditor.
_0(orcid)0000-0002-9572-951X
_1https://orcid.org/0000-0002-9572-951X
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_980472
700 1 _aCai, Zhipeng.
_eeditor.
_0(orcid)0000-0001-6017-975X
_1https://orcid.org/0000-0001-6017-975X
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_980473
700 1 _aSkums, Pavel.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_980474
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9789819750863
776 0 8 _iPrinted edition:
_z9789819750887
830 0 _aLecture Notes in Bioinformatics,
_x2366-6331 ;
_v14956
_975196
856 4 0 _uhttps://doi.org/10.1007/978-981-97-5087-0
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
999 _c61548
_d61548