[HTML][HTML] The role of sensors, big data and machine learning in modern animal farming
S Neethirajan - Sensing and Bio-Sensing Research, 2020 - Elsevier
Ever since man began domesticating animals several thousand years ago, we have always
relied on our intuition, collective knowledge, and sensory signals to make effective animal …
relied on our intuition, collective knowledge, and sensory signals to make effective animal …
Deep learning meets metabolomics: a methodological perspective
Deep learning (DL), an emerging area of investigation in the fields of machine learning and
artificial intelligence, has markedly advanced over the past years. DL techniques are being …
artificial intelligence, has markedly advanced over the past years. DL techniques are being …
[HTML][HTML] Systems biology approaches integrated with artificial intelligence for optimized metabolic engineering
Metabolic engineering aims to maximize the production of bio-economically important
substances (compounds, enzymes, or other proteins) through the optimization of the …
substances (compounds, enzymes, or other proteins) through the optimization of the …
[HTML][HTML] Metabolomics and modelling approaches for systems metabolic engineering
JK Khanijou, H Kulyk, C Bergès, LW Khoo, P Ng… - Metabolic Engineering …, 2022 - Elsevier
Metabolic engineering involves the manipulation of microbes to produce desirable
compounds through genetic engineering or synthetic biology approaches. Metabolomics …
compounds through genetic engineering or synthetic biology approaches. Metabolomics …
Over 20 years of machine learning applications on dairy farms: A comprehensive map** study
Machine learning applications are becoming more ubiquitous in dairy farming decision
support applications in areas such as feeding, animal husbandry, healthcare, animal …
support applications in areas such as feeding, animal husbandry, healthcare, animal …
[HTML][HTML] Longitudinal characterization of serum metabolome and lipidome reveals that the ceramide profile is associated with metabolic health in early postpartum …
HY Zhao, J Tan, LX Li, Y Wang, M Liu, LS Jiang… - Journal of Dairy …, 2024 - Elsevier
Reduced feed intake in early lactation prompts increased fat mobilization to meet dairy cow
energy needs for milk production. The increased lipolysis in cows presents significant health …
energy needs for milk production. The increased lipolysis in cows presents significant health …
Metabolomic signature and mitochondrial dynamics outline the difference between vulnerability and resilience to chronic stress
P Brivio, M Audano, MT Gallo, P Gruca, M Lason… - Translational …, 2022 - nature.com
Stress is the foremost environmental factor involved in the pathophysiology of major
depressive disorder (MDD). However, individual differences among people are critical as …
depressive disorder (MDD). However, individual differences among people are critical as …
Venlafaxine's effect on resilience to stress is associated with a shift in the balance between glucose and fatty acid utilization
P Brivio, M Audano, MT Gallo, E Miceli… - …, 2023 - nature.com
Brain metabolism is a fundamental process involved in the proper development of the
central nervous system and in the maintenance of the main higher functions in humans. As …
central nervous system and in the maintenance of the main higher functions in humans. As …
[HTML][HTML] Brown goat yogurt: Metabolomics, peptidomics, and sensory changes during production
R Zhang, W Jia - Journal of Dairy Science, 2023 - Elsevier
Brown goat milk products have gained popularity for their unique taste and flavor. The
emergence of chain-reversal phenomenon makes the design and development of goat milk …
emergence of chain-reversal phenomenon makes the design and development of goat milk …
Transient rapamycin treatment during developmental stage extends lifespan in Mus musculus and Drosophila melanogaster
Lifespan is determined by complex and tangled mechanisms that are largely unknown. The
early postnatal stage has been proposed to play a role in lifespan, but its contribution is still …
early postnatal stage has been proposed to play a role in lifespan, but its contribution is still …