Improved method for a pedestrian detection model based on YOLO by Yanfei LI, Chengyi DONG

“…To address the dual challenges of excessive energy consumption and operational inefficiency inherent in the reliance of current agricultural machinery on direct supervision, this study developed an enhanced YOLOv8n-SS pedestrian detection algorithm through architectural modifications to the baseline YOLOv8n framework. …”
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Revolutionizing brain‒computer interfaces: overcoming biocompatibility challenges in implantable neural interfaces by Weihang Gao, Zineng Yan, Hong Zhou, Yi Xie, Honglin Wang, Jiaming Yang, Jingbo Yu, Changmao Ni, Pengran Liu, Mao Xie, Li Huang, Zhewei Ye

“…Despite significant advancements over the years, conventional neural electrode interfaces remain insufficient for fully achieving these objectives, particularly in the context of long-term implantation. The primary limitation stems from the poor biocompatibility and mechanical mismatch between the interfacing electrodes and neural tissues, which induce a local immune response and scar tissue formation, thus decreasing the performance and useful lifespan. …”
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Doing Knowledge Learning Model to Strengthen Media Production Skills: Feasibility Analysis and Implementation by Andi Kristanto, Utari Dewi

“… Students face difficulties in graphic design practice. Currently, students rely on automatic templates on software such as Canva that facilitate the design process but do not support their understanding of the basics of graphics. …”
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The Carbon Removal Budget: theory and practice by Ben Caldecott, Injy Johnstone

“…Due to a range of constraints, CDR is a fundamentally finite resource, which we currently do not have enough of to achieve and go beyond global net zero. …”
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The neurobiological basis of emotions and their connection to facial expressions in non-human mammals: insights in nonverbal communication by Daniel Mota-Rojas, Alexandra L. Whittaker, Cécile Bienboire-Frosini, Jhon Buenhombre, Patricia Mora-Medina, Adriana Domínguez-Oliva, Julio Martínez-Burnes, Ismael Hernández-Avalos, Adriana Olmos-Hernández, Antonio Verduzco-Mendoza, Alejandro Casas-Alvarado, Karina Lezama-García, Temple Grandin

“…Considering these coded facial movements, current research aims to associate certain facial expressions with the animals’ emotional states and affective contexts. …”
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Conflitos envolvendo indígenas e agricultores no Rio Grande do Sul: dilemas de políticas públicas contraditórias by Henrique Aniceto Kujawa

“…This article discusses these conflicts and analyzes them from the point of view of their historical roots and the current context. It characterizes the social subjects involved (indigenous and farmers) from the perspective of the emerging diversity and shows that the current public policy contributes to increase the conflict and does not meet the needs neither of indigenous people nor of farmers. …”
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Investigating The Performance Of Local And Indigenous Businesses In Times Of Economic Recession With Emphasis On Developing The Capabilities Of Cooperatives In Sistan And Baluchest... by Ali Asghar Tabavar, Abdoulnaser Derakhshan, Sahar Arefi

“…A more general definition of economic recession is a significant decrease in activity in the entire economy that lasts at least a few months. …”
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Quo Vadis the Common Agricultural Policy amid Tomorrow’s Challenges? by ANDREEA - EMANUELA DRĂGOI

“…Our main objective is to illustrate the future of CAP funding using as case study Romania’s approved CSP, while presenting the specific measures proposed in this country to support its agricultural sector among the challenges brought for its farmers by the current economic international context. …”
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Effects of ibrutinib and venetoclax on the expression of immune checkpoint molecules in leukemic blasts of patients with acute lymphoblastic leukemia by Armin Dozandeh-Jouybari, Fatemeh Mousavi-Mirkalaei, Saeid Taghiloo, Hossein Karami, Mohammad Naderisorki, Ehsan Zaboli, Mohammad Eslami-Jouybari, Tohid Kazemi, Hossein Asgarian-Omran

“…Following treatment, the proliferation of leukemic cells was significantly decreased and the apoptosis rate was significantly increased, which was more remarkable for venetoclax. …”
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Surface displacements induced by underground activities from 2014 to 2019 in the former Lorraine coalfield, northeastern France by Modeste Guillaume, Gunzburger Yann, Conin Marianne, Diallo Maniang

“…Given this particular context, combination of historical and recent subsurface activities, it is useful to characterise the current induced surface displacements in the area. …”
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Optimising the public health benefits of sex work regulation in Senegal: Results from qualitative interviews with policy stakeholders. by Aurélia Lépine, Fanny Procureur, Sandie Szawlowski, Carole Treibich, El Hadj Mbaye, Khady Gueye, Cheikh Tidiane Ndour

“…<h4>Objective</h4>To identify which modifications to the current registration policy have the potential to increase uptake of registration by FSWs and to assess their feasibility in the context of Senegal.…”
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Be AIware! An AI Competency Model for K-12 Education by Lana Sattelmaier, Jan Pawlowski

“…The rapid emergence of generative artificial intelligence (GAI) is reshaping educational contexts, creating an urgent need for K–12 systems to adapt. …”
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Job Satisfaction Analysis of Nurses, who Work in Neurology and Neurosurgery Units by Anna Rymkiewicz

“…The percentage of those able to cope with complex mental tasks has decreased significantly, the percentage of nurses who are overburdened with too many tasks has increased, 75% of them notice the impact of work on family life. …”
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Advancing the therapeutic effectiveness of paclitaxel in chronic lymphocytic leukemia through the simultaneous inhibition of NOTCH1 and SF3B1 by Shiva Abolhasani, Armin Mahmoud salehi Khesht, Atefeh Khodakarami, Ali Masjedi, Bentolhoda Rashidi, Sepideh Izadi, Fatemeh Karimian Noukabadi, Vahid Karpisheh, Khatereh Torabi Poudeh, Pooya Jalali, Zahra Salehi, Rafieh Bagherifar, Seyyed Sina Hejazian, AliAkbar Movassaghpour, Abbas Ali Hosseinpour Feizi, Farhad Jadidi

“…Results Our findings showed that CL-NPs loaded with anti-NOTCH1/-SF3B1 siRNAs-PTX significantly suppressed NOTCH1 and SF3B1 expression in PBMCs and BMMCs isolated from CLL cases in comparison with the untreated samples, leading to increased leukemic cell sensitivity to PTX and decreased the proliferative capacity of leukemic cells. …”
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Sociocultural correlates and epidemiological patterns of non-alcoholic beer consumption: a cross-sectional study in Poland by Andrzej Silczuk, Aleksandra Lewandowska, Tomasz Baran, Tytus Koweszko, Paulina Mularczyk-Tomczewska, Julia Gujska, Magdalena Tatara, Małgorzata Gałecka

“…While nearly half of current users report reduced or substituted alcohol intake, a substantial proportion incorporate NAB into existing drinking routines without change or with increased alcohol use. …”
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Multidisciplinary approach to the diagnosis of disorders of coagulation system in childrenwith various pathologies by O. B. Gordeeva, M. S. Karaseva, D. E. Lavretsky, M. A. Babaikina, N. D. Vashakmadze, M. A. Soloshenko, G. V. Revunenkov, E. A. Abashidze, M. V. Egorova

“…The problem of correct in time diagnostics has the socially significant nature. Currently, international consensus and national protocols for the treatment and prevention of venous thromboembolism are regularly reviewing. …”
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Impact of Climate Change on the Narrow Endemic Herb Psilopeganum sinense (Rutaceae) in China by Ruixiong Deng, Kaitong Xiao, Xin Chen, Beibei Huang, Haoran Li, Lin Wu, Hang Ning, Hui Chen

“…Our results not only provide a scientific basis for managing P. sinense resources in the context of climate change but also serve as an important reference for restoring wild P. sinense populations.…”
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Thermal and radiative effects on unsteady MHD flow of Casson fluid past a rotating porous medium with variable mass diffusion by J. Prakash, A. Selvaraj, P. Ragupathi, Qasem M. Al-Mdallal, S. Saranya

“…The findings indicate that buoyancy forces imparted by the Grashof numbers considerably increase the velocity due to convection currents. However, the magnetic parameter counteracts velocity due to the Lorentz force while larger porosity increases fluid flow. …”
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Dynamics of educational activity of students under the influence of digitalisation by D. Yu. Narkhov, E. N. Narkhova, D. V. Shkurin

“…This study is based on the use of specific approaches to industry-specific sociological knowledge (youth and education): community, system, structural-functional, institutional, temporal, thesaurus, network, panoramic (pedagogical science). The current research employs the results of a mass survey conducted among students (N = 1825, 19 universities of the Sverdlovsk region) according to the authors’ method. …”
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Patient partner engagement in the publication process: challenges and possible solutions by Krista E. Cooksey, Mark Neuman, Mara Bollini, Bethany Pennington, Hugo de O. Campos, Kathleen Oberst, Melissa Wurst, Mary C. Politi

“…When patients contribute to publications, they can bring unique perspectives that may enhance the impact, reach, and utility of the research in real-world contexts. Currently, there is limited systematic guidance to support patient partners as they navigate this complex publication process. …”
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