BioData Mining 是一本开放获取、开放的同行评审期刊,涵盖了应用于高维生物和生物医学数据的数据挖掘的各个方面的研究,重点研究从大规模遗传、转录组、基因组、蛋白质组和代谢组数据中发现知识的计算方面。 主题领域包括但不限于: -新型数据挖掘和机器学习算法的开发、评估和应用。
期刊语言:英语 出版区域:英国 定价:0 出版地址:BMC, CAMPUS, 4 CRINAN ST, LONDON, ENGLAND, N1 9XW 期刊邮箱: 投稿网址:https://www.editorialmanager.com/bidm 期刊网址: https://biodatamining.biomedcentral.com/ 出版商网址: https://www.biomedcentral.com/ BIO...
BioData Mining has greatly benefited from the expertise and leadership of the current Editors-in-Chief, and we would like to take this opportunity to thank them for their years of service in supporting and developing the journal. As Dr. Ritchie steps down from her role as Editor-in-Chief, ...
many proteins do not interact, while others may connect to major hubs that interact with hundreds of genes and proteins. Therefore, it is believed that the degree of connectivity obeys a power law, which means that the network is scale-free, a desired property. However, we...
BioData Mining Aims and scope Submit manuscript Lev I. Rubanov, Andrey G. Zaraisky, Gregory A. Shilovsky, Alexandr V. Seliverstov, Oleg A. Zverkov & Vassily A. Lyubetsky 4116 Accesses 16 Altmetric 2 Mentions Explore all metrics Abstract Background Gerontogenes include those that...
Additional literature mining revealed several gene-gene interactions acting on cardiometabolic traits. We identified just five examples for which the genes containing the epistasis relationship also participate in GxE interactions for the same phenotype and environmental factor. These include LEP xLEPR on ...
Journal Impact Factor: 4.0 5-year Journal Impact Factor: 3.7 Source Normalized Impact per Paper (SNIP): 1.413 SCImago Journal Rank (SJR): 0.958Speed 2023 Submission to first editorial decision (median days): 15 Submission to acceptance (median days): 171Usage 2023 Downloads: 400,374 Altmetric...
BioData Mining volume 8, Article number: 32 (2015) Cite this article 3673 Accesses 14 Citations 7 Altmetric Metrics details Abstract Background In cancer, large-scale technologies such as next-generation sequencing and microarrays have produced a wide number of genomic features such as DNA copy ...
Obesity and Co-morbid Disease Database (OCDD) is designed for relating obesity and its co-morbid diseases using literature mining, and computational and systems biology approaches. OCDD is aimed to investigate the genes associated with comorbidity. Several existing databases have been used to extract...
FE, ensemble FS with filter methods were used and evaluated. For data augmentation, we conducted a progressive analysis of the imbalance ratio (IR), related to the amount of synthetic samples created, and evaluated the impact on the predictive results. To gain interpretability on predictive models...