Advancing offline magnetic resonance-guided prostate radiotherapy through dedicated imaging and deep learning-based automatic contouring of targets and neurovascular structures by Philipp Schubert, Matthias May, Daniel Höfler, Hans-Peter Fautz, Jana Hutter, Ricarda Merten, Sina Mansoorian, Thomas Weissmann, Lisa Deloch, Miriam Schonath, Nathalia Belmas, Felix Grabenbauer, Benjamin Frey, Udo Gaipl, Bernd-Niklas Axer, Juliane Szkitsak, Michael Uder, Christoph Bert, Rainer Fietkau, Florian Putz

“…Forty datasets trained and ten tested a 3D nnU-net model. DL-generated contours were geometrically evaluated (surface Dice Score [sDSC], mean surface distance [MSD]) and validated by blinded expert review. …”
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Approaches used to prevent and reduce the use of restrictive practices on adults with learning disabilities: a realist review by Joy Duxbury, Alina Haines-Delmont, John Baker, Peter Baker, Gary Bourlet, Elaine Craig, James Ridley, Rachel Whyte, Beth Morrison, Michaela Thomson, Anthony Tsang, Tella Lantta

“…Furthermore, more research regarding carers’ roles is warranted. …”
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Effects of local intelligent energy systems integration by F. L. Byk, L. S. Myshkina

“…The energy sector of Russia is transforming, followed by total electrification and gasification, which has radically changed the fuel landscape and allowed enterprises in various sectors of the economy to create their energy sources based on gas turbine and gas piston cogeneration plants. There are more and more balanced local intelligent energy systems for various purposes, more often operating autonomously, since the process of their integration with the unified energy system of Russia is impossible without power and energy output, which is contrary to the interests of generating companies, territorial grid organizations and the system operator. …”
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Weighted single-step genome-wide association study identified genomic regions and candidate genes for growth and reproductive traits in Wenchang chicken by Ranran Zhu, Yu Zhang, Yuxiang Jiang, Zihan Xu, Yurong Tai, Ziyi Lian, Zhandeng Li, Xiuping Wang, Na Luo, Guiping Zhao, Xuemei Deng

“…In this study, we genotyped 3737 individuals from two generations of Hainan Wenchang chicken using the Jingxin No. 1 55K SNP chip, and subsequently imputed the chip data. …”
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Providing context: Extracting non-linear and dynamic temporal motifs from brain activity. by Eloy Geenjaar, Donghyun Kim, Vince Calhoun

“…Interestingly, patients appear to spend more time in three clusters, one closer to controls which shows increased visual-sensorimotor, cerebellar-subcortical, and reduced cerebellar-visual functional network connectivity (FNC), an intermediate station showing increased subcortical-sensorimotor FNC, and one that shows decreased visual-sensorimotor, decreased subcortical-sensorimotor, and increased visual-subcortical domains. …”
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Modern approaches to the therapy of schizophrenia with atypical neuroleptics (based on clinical observations) by D. D. Samoylov, J. B. Barylnik

“…Cariprazine is one of the more effective antipsychotics, both in relation to positive symptoms and in relation to negative and cognitive symptoms.This paper presents a number of clinical observations that demonstrate the efficacy of the third-generation neuroleptic cariprazine as a potent antipsychotic drug with a favorable safety profile, providing high adherence to therapy and successfully used both in patients with the first psychotic episode and in patients with a disorder duration of more than five years. …”
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Total Drell–Yan in the flavorful SMEFT by Gudrun Hiller, Lara Nollen, Daniel Wendler

“…We also find that limits have only mild dependence on lepton flavor patterns; hierarchies in quark flavors are driven by the parton distribution functions. The strongest constraints are on couplings involving the first and second generation quarks, exceeding 10 TeV. …”
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Insights into the Formation of Ternary Complexes Among Wheat Starch, Lauric Acid and Protein: Effects of Plasma Pretreatment Times and Protein Types by Bin Niu, Ziyu Wang, Yizhe Yan

“…This study presents a burgeoning technology to regulate the generation, structure, and functional properties of starch-lipid-protein complexes.…”
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PRESTIGE IN THE BUGIS COMMUNITY: WHY CAN'T GOLD JEWELLERY IN BUGIS WOMEN SHIFT SOCIAL STATUS? by Fawziah Zahrawati B, Andi Aras, Poonam Ingle

“…The Bugis people have a social stratification system that is inherited from generation to generation, where a person's social status is determined more by genealogical factors compared to the accumulation of material wealth. …”
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Intranasal application of a bifunctional pertactin-RTX fusion antigen elicits protection of mouse airway mucosa against Bordetella pertussis colonization by Carlos Espinosa-Vinals, Jana Holubova, Ondrej Stanek, Radim Osicka, Jiri Masin, Fresia Esther Arellano Herencia, Peter Sebo

“…These results unravel the added value of RTX antigen inclusion into the next generation of aP vaccines.…”
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ON POTENTIAL REPRESENTATIONS OF THE DISTRIBUTION LAW OF RARE STRONGEST EARTHQUAKES by M. V. Rodkin, V. F. Pisarenko, Ngo Thi Lu, T. A. Rukavishnikova

“…Moreover they testify also that the 'bend-down' is described by the finite distribution law, i.e. the bend-down occurs more efficiently than it is envisaged in the commonly used model developed by Y. …”
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Quantifying the Effect of Land Use and Land Cover Changes on Spatial-Temporal Dynamics of Water in Hanjiang River Basin by Hao Xi, Yanbin Yuan, Heng Dong, Xiaopan Zhang

“…Built-up land provides more water supply compared to other land types, while forest land has the lowest average water supply. …”
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Comparative the efficacy and safety of Gosuranemab, Semorinemab, Tilavonemab, and Zagotenemab in patients with Alzheimer’s disease: a systematic review and network meta-analysis of... by Wenting Cai, Wenting Cai, Hui Zhang, Hui Zhang, Yan Wu, Yan Wu, Yao Yao, Jinping Zhang

“…The purpose of data processing, including generating network evidence plots, surface under the cumulative ranking curve (SUCRA) ranking, league plots, and funnel plots, is to visually summarize and evaluate the relative effectiveness and safety and potential publication bias of multiple interventions. …”
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Effect of Natural Fermentation of Sorghum on Resistant Starch Molecular Structure and Fermentation Property by YunFei Ge, WeiHao Wang, Meng Shen, ZiYue Kang, Juan Wang, ZhiGang Quan, JinLing Xiao, ShuTing Zhao, DeZhi Liu, LongKui Cao

“…Research results reveal that, after fermentation pretreatment, sorghum-resistant starch presented increased yield, more complex molecular structure, heavier molecular weight and more uniform surface morphology, more efficient butyric acid generation, and greater fermentation rate than unfermented sorghum-resistant starch.…”
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SIMULATION OF PEAK GROUND ACCELERATION AND PSEUDO SPECTRAL ACCELERATION OF PALU EARTHQUAKE SEPTEMBER 28TH 2018 by Amalia Nasruroh, Bambang Sunardi, Muhammad Fikri Hayqal Hiola, Hendri Subakti

“…Simulation of PGA and PSA to the three sites used three different Ground Motion Prediction Equation (GMPE) functions, BSSA14, CB14, and CY14, with the weighting of each Next Generation Attenuation (NGA) GMPE functions. …”
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NK cell-based immunotherapy strategies for myeloid leukemia by Lin Zhang, Yibo Zhao, Yan Dong, Xiuxing Jiang

“…In this review, we systematically analysed the relationship between ML and NK cells, aiming to propose more novel protocols for NK cell expansion and persistence enhancement, establish evidence-based guidelines for next-generation NK cell-based immunotherapies in ML treatment.…”
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Classical and Quantum Physical Reservoir Computing for Onboard Artificial Intelligence Systems: A Perspective by A. H. Abbas, Hend Abdel-Ghani, Ivan S. Maksymov

“…Next-generation onboard AI systems need an even higher power since they collect and process even larger amounts of data in real time. …”
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Impact of the COVID-19 pandemic on violent extremism and organized crime in the Republic of Serbia by Đorić Marija, Životić Ilija

“…In the same period, 1,180 tablets of ecstasy and MDMA were seized, which is five times more than in 2019, as well as 36 weapons. The conclusion is that the COVID-19 pandemic had a significant impact on the change in the functioning of violent extremism and organized crime, thus confirming the initial hypothesis of the author, that these are "tough phenomena" that adapt very quickly and easily to emerging social crises.…”
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YAREN: Humanoid Torso Robot Platform for Research, Social Interaction, and Educational Applications by Daniela Sanchez-Orozco, Rhandall Valdez, Yandri Uchuari, Marcelo Fajardo-Pruna, Luis Cavazos Quero, Redhwan Algabri, Emiliano Quinones Yumbla, Francisco Yumbla

“…YAREN has 12 degrees of freedom which allows it to perform a wide variety of movements, generating more realistic and dynamic interactions. …”
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The role of metal-halide bond in the distortions and asymmetric non-covalent interactions in chiral hybrid perovskites by Mariagrazia Fortino, Alessandro Mattoni, Adriana Pietropaolo

“…This result indicates that the central metal strongly influences the overall packing encapsulating the chiral ligands stabilized by non-covalent interactions. The more the central metal is a hard acid, the more the bond with the soft iodide base is weak or viceversa the more the central metal is a soft acid, the more the bond with a hard base is weak. …”
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