[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 …

Deep learning meets metabolomics: a methodological perspective

P Sen, S Lamichhane, VB Mathema… - Briefings in …, 2021 - academic.oup.com
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 …

[HTML][HTML] Systems biology approaches integrated with artificial intelligence for optimized metabolic engineering

M Helmy, D Smith, K Selvarajoo - Metabolic engineering communications, 2020 - Elsevier
Metabolic engineering aims to maximize the production of bio-economically important
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 …

Over 20 years of machine learning applications on dairy farms: A comprehensive map** study

P Shine, MD Murphy - Sensors, 2021 - mdpi.com
Machine learning applications are becoming more ubiquitous in dairy farming decision
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 …

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 …

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 …

[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 …

Transient rapamycin treatment during developmental stage extends lifespan in Mus musculus and Drosophila melanogaster

G Aiello, C Sabino, D Pernici, M Audano, F Antonica… - EMBO …, 2022 - embopress.org
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 …