Global trends and research frontiers on machine learning in sustainable animal production in times of climate change: Bibliometric analysis aimed at insights and orientations for t... by Robson Mateus Freitas Silveira, Concepta Mcmanus, Iran José Oliveira da Siva

“…The main insights generated in the bibliometric analysis were (i) sustainable animal production changed from unidisciplinary science to multidisciplinary science linked to agricultural, environmental and engineering sciences, mainly to genetics and computing; (ii) the concept of sustainable animal production emerged from animal welfare and climate change concepts found in UN's 2030 Agenda; (iii) omics sciences, greenhouse gases, energy efficiency and animal welfare are the main keywords for bibliometric analyses in future studies related to sustainable animal production in the coming centuries; (iii) prediction and classification analyses, i.e., supervised machine learning models used as main tools in animal production; (iv) residual feed intake applied to measure sustainable feed efficiency in animal farming in the past and nowadays; and (v) The United States, China, Brazil and Australia are the main countries publishing studies on sustainability in animal production, but only China has been gaining prominence in publications in this field, in recent years, and it will turn this country into an emerging leader in future publications on this topic. …”
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Composite cardiac computed tomography angiography score for improved risk assessment in chronic coronary syndromes by Subin Lee, Alexander Giesen, Dimitrios Mouselimis, Loris Weichsel, Andreas A. Giannopoulos, Max Nunninger, Matthias Renker, Florian André, Norbert Frey, Grigorios Korosoglou

“…A composite CCTA score, derived by these imaging markers may identify high-risk individuals, who may benefit from more intensified treatment and clinical follow-up in future studies.…”
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Efficacy and safety of tripterygium glycosides combined with ACEI/ARB on diabetic nephropathy: a meta-analysis by Zhuan’E. Yao, Zhuan’E. Yao, Pengbo Wang, Qinjuan Fu, Qiong Song, Haojian Xu, Peng Zhang

“…Therefore, although tripterygium glycosides provided a choice for the clinical treatment of diabetic nephropathy, its side effects limited its clinical application. In future studies, we need to further optimize tripterygium glycosides and reduce its side effects to ensure the safety of clinical application.…”
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Pharmacokinetics of 7,8-dihydroxyflavone in neonatal mice with hypoxia-ischemia related brain injury by Sin Yin Lim, Cameron O. Scarlett, Sefer Yapici, Peter Ferrazzano, Peter Ferrazzano, Pelin Cengiz, Pelin Cengiz

“…The low extent of 7,8-DHF brain distribution and the potential effects of the active metabolites should be considered in future studies evaluating the therapeutic effects of 7,8-DHF.…”
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Development of an interpretable model for foot soft tissue stiffness based on gait plantar pressure analysis by Xiaotian Bai, Xiao Hou, Dazhi Lv, Dazhi Lv, Jialin Wei, Jialin Wei, Yiling Song, Zhengyan Tang, Hongfeng Huo, Hongfeng Huo, Jingmin Liu

“…Regions with highest contribution rates to foot soft tissue stiffness prediction were the third metatarsal (13.58%), fourth metatarsal (14.71%), midfoot (12.43%) and medial heel (12.58%) regions, which accounted for 53.3% of total contribution.ConclusionThe pressure features in the medial heel, midfoot area, and lateral mid-metatarsal regions during walking can better reflect plantar soft tissue stiffness. Future studies should ensure measurement stability of this region and refine insole designs to mitigate plantar soft tissue fatigue in the specified areas.…”
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The effect of an app-based dietary education on dietary intake and cardiometabolic risk markers in people with type 2 diabetes: results from a randomized controlled trial by Linnea Sjöblom, Essi Hantikainen, Anna Dahlgren, Ylva Trolle Lagerros, Stephanie E. Bonn

“…Our results should be considered hypothesis-generating and need to be confirmed in future studies. Trial registration Registered at ClinicalTrials.gov ( NCT03784612 ). …”
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THC degradation does not impair the accuracy of THC doses aerosolized by the metered-dose SyqeAir inhaler: a 24-month stability trial by Joshua Aviram, Daniella Atzmony, Anna Frenklakh, Asaf Kroll, Ilana Zaks, Arno Hazekamp

“…Conclusions MC powder in Syqe cartridges may be stored at room temperature for at least 2 years after production without affecting the aerosolized THC dose delivered to patients by more than ±25%. Future studies should analyze additional phytocannabinoids and terpenes in the cannabis inflorescence and assess the stability of different cannabis cultivars following storage in Syqe cartridges.…”
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Integrating Genomic Selection and a Genome-Wide Association Study to Improve Days Open in Thai Dairy Holstein Cattle: A Comprehensive Genetic Analysis by Akhmad Fathoni, Wuttigrai Boonkum, Vibuntita Chankitisakul, Sayan Buaban, Monchai Duangjinda

“…Moreover, the 12 identified potential candidate genes can be utilized in future studies to select markers for days open in regard to dairy cattle.…”
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Human–nature connectedness and sustainability across lifetimes: A comparative cross‐sectional study in France and Colombia by Gladys Barragan‐Jason, Maxime Cauchoix, Paula A. Diaz‐Valencia, Arielle Syssau‐Vaccarella, Solène Hemet, Camilo Cardozo, Suzanne M. Skevington, Philipp Heeb, Camille Parmesan

“…Our study also suggests that increasing contact with nature during formative teenage years could mitigate the observed decline in human–nature connectedness. Future studies are warranted combining qualitative and quantitative measures related to human–nature connectedness, nature experiences, values and practices in relation to nature, in multiple countries from the global South. …”
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Comparative efficacy of neuroprotective agents for improving neurological function and prognosis in acute ischemic stroke: a network meta-analysis by Yuchen Wang, Yuchen Wang, Mengqi Li, Mengqi Li, Yuye Jiang, Yuye Jiang, Qiuhong Ji

“…To further validate the efficacy and safety of neuroprotective agents, future studies should involve larger sample sizes and conduct multicenter, large-scale randomized controlled trials.Systematic review registrationhttps://www.crd.york.ac.uk/prospero/display_record.php?…”
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Impact of Lower-Volume Training on Physical Fitness Adaptations in Team Sports Players: A Systematic Review and Meta-analysis by Filipe Manuel Clemente, Rodrigo Ramirez-Campillo, Jason Moran, Piotr Zmijewski, Rui Miguel Silva, Morten Bredsgaard Randers

“…The main contribution of this review is mapping current research, providing a foundation for future studies and training optimization.…”
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Exploring the upper ocean characteristics of a bay using coastal and regional ocean community model by D. Jaishree, P.T. Ravichandran

“…Overall, this study contributes to advancing our understanding of the ocean dynamics of the region and underscores the importance of considering seasonal variations for comprehensive oceanographic research, coastal management, climate modeling, and future studies in the Bay of Bengal.…”
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Remote Continuous Microinjury-Triggered Cytokines Facilitate Severe Diabetic Foot Ulcer Healing via the Ras/Raf/MEK/ERK Pathway by Huang X, Liu J, Wu X, Mo Y, Luo X, Yang Y, Yang C, Liang X, Liang R, Chen Y, Fan Z, Lu W, Chen Y, Hua Q

“…Based on these findings, we proposed a theory that remote continuous microinjuries can trigger the repair of target tissues (ie, microinjury-induced remote repair, MIRR). Future studies are needed to validate this theory.Keywords: microinjury, bone transport, tibial cortex transverse transport, diabetic foot ulcer, endothelial progenitor cells, Ras/Raf/MEK/ERK signaling pathway…”
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Digital Health Technology Interventions for Improving Medication Safety: Systematic Review of Economic Evaluations by Widya Norma Insani, Neily Zakiyah, Irma Melyani Puspitasari, Muhammad Yorga Permana, Kankan Parmikanti, Endang Rusyaman, Auliya Abdurrohim Suwantika

“…ConclusionsDHT interventions are economically viable to improve medication safety, with a substantial reduction in ADEs and medication errors. Future studies should prioritize incorporating alert compliance tracking, ADE and error severity classification, and evaluation of indirect costs, thereby increasing clinical benefits and economic viability.…”
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Applying Natural Language Processing Techniques to Map Trends in Insomnia Treatment Terms on the r/Insomnia Subreddit: Infodemiology Study by Jack A Cummins, Daniel J Gottlieb, Tamar Sofer, Danielle A Wallace

“…The findings also suggest that the use of OTC or other alternative therapies, such as melatonin and cannabis, among r/insomnia Reddit contributors is common and has also exhibited fluctuations over time. Future studies could consider incorporating alternative data sources in addition to prescription medication to track trends in prescription and nonprescription sleep aid use. …”
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Integrating urban building information modeling and circular economy framework for green sustainability by N. Andriyani, P. Suprobo, T.J.W. Adi, W.A.N. Aspar, A.D. Jatmiko, A.D. Santoso

“…The government should consider the green demolition framework when refining regulations to include Information Communication Technologies and circular economy concepts. Future studies have the potential to improve the green demolition framework by prioritizing environmentally conscious strategies and ensuring effective coordination among all stakeholders involved to achieve the best possible outcomes in demolition projects.…”
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Changes in Uterine Cancer Incidence Rates in Egypt by Saad Alshahrani, Amr S. Soliman, Ahmed Hablas, Mohamed Ramadan, Jane L. Meza, Steven Remmenga, Ibrahim A. Seifeldein, Robert M. Chamberlain

“…The study confirmed the low incidence rate of uterine cancer in the Gharbiah province of Egypt and significant increase in incidence in recent years. Future studies should focus on verifying the possible effect of hysterectomy on lowering the incidence, the factors related to the changes in rates between rural and urban areas, and the possible impact of nutritional and epidemiologic transitions on the increasing rates.…”
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Role of three-dimensional computed tomography with humeral subtraction in assessing anteromedial facet coronoid fractures by Moayd Abdullah H Awad, MBBS, FRCSC, Michael Lapner, MD, FRCSC, Armin Badre, MD, MSc, FRCSC

“…Conclusion: 3D CT reconstruction with humeral subtraction improved surgeons’ ability to characterize radiographic features of AMF coronoid fractures. Future studies are required to determine whether better characterization of the morphology and orientation of AMF fractures allows for the categorization of these fractures into more homogenous groups and the development of more consistent management algorithms.…”
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The association between 24-h movement behaviours and adiposity among Australian preschoolers: a compositional data analysis by Marga Decraene, Kar Hau Chong, Ty Stanford, Dorothea Dumuid, Penny Cross, Greet Cardon, Vera Verbestel, Marieke De Craemer, Anthony Okely

“…Conclusion Despite the association between more time spent in MVPA and higher BMI z-scores, promoting a balanced amount of time in each 24-h movement behaviour—more MVPA, less sedentary time, and sufficient sleep—remains important for overall health. Future studies should address methodological challenges (e.g. recruitment bias that may exist in the parents/children willing to participate versus the general population, recall bias in parent reported sleep duration, or other confounding variables such as diet), use larger and more diverse samples, and consider longitudinal designs. …”
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Industry of employment and occupational class in relation to cardiovascular health by race/ethnicity, sex/gender, age and income among adults in the USA: a cross-sectional study by Symielle A Gaston, Chandra L Jackson, Jamie A Murkey, Dana M Alhasan, W Braxton Jackson

“…Given the higher likelihood of labourer occupations and lower prevalence of mICVH among minoritised racial/ethnic groups, social determinants related to occupational class should be considered in future studies of racial and ethnic disparities in CVH.…”
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