Systematic assessment of template-based genome-scale metabolic models created with the BiGG Integration Tool [0.03%]
系统评估使用BiGG整合工具创建的基于模板的基因组规模代谢模型
Alexandre Oliveira,Emanuel Cunha,Fernando Cruz et al.
Alexandre Oliveira et al.
Genome-scale metabolic models (GEMs) are essential tools for in silico phenotype prediction and strain optimisation. The most straightforward GEMs reconstruction approach uses published models as templates to generate the initial draft, req...
Federated machine learning for a facilitated implementation of Artificial Intelligence in healthcare - a proof of concept study for the prediction of coronary artery calcification scores [0.03%]
面向医疗保健的人工智能的联邦机器学习实现方案的概念验证研究——冠状动脉钙化评分预测案例
Justus Wolff,Julian Matschinske,Dietrich Baumgart et al.
Justus Wolff et al.
The implementation of Artificial Intelligence (AI) still faces significant hurdles and one key factor is the access to data. One approach that could support that is federated machine learning (FL) since it allows for privacy preserving data...
Pierpaolo Vittorini,Pablo Chamoso,Fernando De la Prieta
Pierpaolo Vittorini
Tinnitus is an annoying ringing in the ears, in varying shades and intensities. Tinnitus can affect a person's overall health and social well-being (e.g., sleep problems, trouble concentrating, anxiety, depression and inability to work). Th...
KaIDA: a modular tool for assisting image annotation in deep learning [0.03%]
KaIDA：一种用于深度学习图像注释的模块化工具
Marcel P Schilling,Svenja Schmelzer,Lukas Klinger et al.
Marcel P Schilling et al.
Deep learning models achieve high-quality results in image processing. However, to robustly optimize parameters of deep neural networks, large annotated datasets are needed. Image annotation is often performed manually by experts without a ...
Evaluating molecular representations in machine learning models for drug response prediction and interpretability [0.03%]
评估机器学习模型中分子表征在药物反应预测和可解释性方面的表现
Delora Baptista,João Correia,Bruno Pereira et al.
Delora Baptista et al.
Machine learning (ML) is increasingly being used to guide drug discovery processes. When applying ML approaches to chemical datasets, molecular descriptors and fingerprints are typically used to represent compounds as numerical vectors. How...
Design X Bioinformatics: a community-driven initiative to connect bioinformatics and design [0.03%]
设计X生物信息学：一个连接生物信息学和设计的社区驱动倡议
Björn Sommer,Daisuke Inoue,Marc Baaden
Björn Sommer
Bioinformatics applies computer science approaches to the analysis of biological data. It is widely known for its genomics-based analysis approaches that have supported, for example, the 1000 Genomes Project. In addition, bioinformatics rel...
A hybrid of Bees algorithm and regulatory on/off minimization for optimizing lactate and succinate production [0.03%]
一种蜜蜂算法和调节开关最小化算法的混合算法在优化乳酸和丁二酸生产中的应用研究
Mohd Izzat Yong,Mohd Saberi Mohamad,Yee Wen Choon et al.
Mohd Izzat Yong et al.
Metabolic engineering has expanded in importance and employment in recent years and is now extensively applied particularly in the production of biomass from microbes. Metabolic network models have been employed extravagantly in computation...
Automatic curation of LTR retrotransposon libraries from plant genomes through machine learning [0.03%]
基于机器学习的植物基因组LTR逆转座子库自动整理方法
Simon Orozco-Arias,Mariana S Candamil-Cortes,Paula A Jaimes et al.
Simon Orozco-Arias et al.
Transposable elements are mobile sequences that can move and insert themselves into chromosomes, activating under internal or external stimuli, giving the organism the ability to adapt to the environment. Annotating transposable elements in...
Design considerations for representing systems biology information with the Systems Biology Graphical Notation [0.03%]
系统生物学图形符号法在系统生物学信息表示中的设计考虑因素
Falk Schreiber,Tobias Czauderna
Falk Schreiber
Visual representations are commonly used to explore, analyse, and communicate information and knowledge in systems biology and beyond. Such visualisations not only need to be accurate but should also be aesthetically pleasing and informativ...
Monica Zoppè
Monica Zoppè
Among the many properties of proteins, sugars, nucleic acids, membranes and other cellular components, color is not present. At the same time, we humans have a natural ability of recognizing and appreciating colors, and use them generously,...