AIMC Topic: Biotechnology

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Graph Neural Networks With Multiple Prior Knowledge for Multi-Omics Data Analysis.

IEEE journal of biomedical and health informatics Sep 6, 2023
With the development of biotechnology, a large amount of multi-omics data have been collected for precision medicine. There exists multiple graph-based prior biological knowledge about omics data, such as gene-gene interaction networks. Recently, the...
Humans Neural Networks, Computer Data Analysis Algorithms Multiomics Biotechnology
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Structural insights, biocatalytic characteristics, and application prospects of lignin-modifying enzymes for sustainable biotechnology.

International journal of biological macromolecules May 20, 2023
Lignin modifying enzymes (LMEs) have gained widespread recognition in depolymerization of lignin polymers by oxidative cleavage. LMEs are a robust class of biocatalysts that include lignin peroxidase (LiP), manganese peroxidase (MnP), versatile perox...
Artificial Intelligence Phenols Laccase Lignin Peroxidases Biotechnology
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[Ethics-by-design and its relevance for biotechnologies].

Medecine sciences : M/S Apr 24, 2023
Ethics-by-design has been developed recently as an approach prompting developers of new technologies to take into consideration ethical issues at the stage of the design process. This approach is guided by the need to anticipate effectively ethical i...
Humans Artificial Intelligence Biotechnology
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Enabling technology and core theory of synthetic biology.

Science China. Life sciences Feb 6, 2023
Synthetic biology provides a new paradigm for life science research ("build to learn") and opens the future journey of biotechnology ("build to use"). Here, we discuss advances of various principles and technologies in the mainstream of the enabling ...
Artificial Intelligence Synthetic Biology Gene Editing Biotechnology Genome
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AI for life: Trends in artificial intelligence for biotechnology.

New biotechnology Feb 6, 2023
Due to popular successes (e.g., ChatGPT) Artificial Intelligence (AI) is on everyone's lips today. When advances in biotechnology are combined with advances in AI unprecedented new potential solutions become available. This can help with many global ...
Artificial Intelligence Ecosystem Knowledge Bases Data Mining Biotechnology
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Agricultural biotechnology for sustainable food security.

Trends in biotechnology Jan 27, 2023
Of late, global food security has been under threat by the coronavirus disease 2019 (COVID-19) pandemic and the recent military conflict in Eastern Europe. This article presents the objectives of the Sustainable Development Goals and the European Gre...
Humans Artificial Intelligence COVID-19 Agriculture Food Supply Biotechnology Food Security
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Review on machine learning-based bioprocess optimization, monitoring, and control systems.

Bioresource technology Dec 22, 2022
Machine Learning is quickly becoming an impending game changer for transforming big data thrust from the bioprocessing industry into actionable output. However, the complex data set from bioprocess, lagging cyber-integrated sensor system, and issues ...
Machine Learning Biotechnology
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Robotics-assisted, organic agricultural-biotechnology based environment-friendly healthy food option: Beyond the binary of GM versus Organic crops.

Journal of biotechnology Dec 5, 2022
Human society cannot afford the luxury of the business-as-usual approach when dealing with the emerging challenges of the 21st century. The challenges of food production to meet the pace of population growth in an environmentally-sustainable manner h...
Humans Artificial Intelligence Agriculture Crops, Agricultural Biotechnology Organic Agriculture
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Omics Data and Data Representations for Deep Learning-Based Predictive Modeling.

International journal of molecular sciences Oct 14, 2022
Medical discoveries mainly depend on the capability to process and analyze biological datasets, which inundate the scientific community and are still expanding as the cost of next-generation sequencing technologies is decreasing. Deep learning (DL) i...
Drug Discovery Deep Learning Biotechnology
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Continuous biomanufacturing with microbes - upstream progresses and challenges.

Current opinion in biotechnology Sep 8, 2022
Current biomanufacturing facilities are mainly built for batch or fed-batch operations, which are subject to low productivities and do not achieve the great bioconversion potential of the rewired cells generated via modern biotechnology. Continuous b...
Artificial Intelligence Bioreactors Fermentation Commerce Biotechnology
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