Feasibility of Proton Range Estimation with Prompt Gamma Imaging in Proton Therapy of Lung Cancer: Monte Carlo Study by Elham Rohollahpour, Hadi Taleshi Ahangari

“…Subjects and Methods: The proton pencil beam source was defined as a function of the tumor size to encompass the tumor volume. …”
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Transcriptome analysis of nitrogen assimilation preferences in Burkholderia sp. M6-3 and Arthrobacter sp. M7-15 by Ran Liu, Ran Liu, Hongyi Qin, Qian Wang, Cheng Chu, Yunbin Jiang, Huan Deng, Cheng Han, Cheng Han, Wenhui Zhong, Wenhui Zhong, Wenhui Zhong

“…This inconsistency in glnA expression may be attributed to GlnR, a global regulator of nitrogen utilization.DiscussionThis research strengthens the theoretical basis for exploring the underlying causes of differential preferences for inorganic N forms and provided key clues for screening functional microorganisms to ultimately enhance inorganic nitrogen use efficiency.…”
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Knowledge Graph Representation Learning Model Based on Capsule Network and Information Fusion by Chu Zhao, Gilja So, Rui Chen

“…Although knowledge representation learning based on knowledge graph can obtain entity structure and relational embedding, it lacks semantic information utilization of entity description text. In addition, with the increase of the scale of the knowledge graph, the categories and quantities of entities and relationships, as well as the content and sources of entity descriptions, the correspondence between the textual descriptions of entities and the triplet structure information becomes more difficult to obtain. …”
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Spatially Explicit Assessments of Heat-Related Health Risks: A Literature Review by Yu Yao, Linlin Lu, Jiaqi Guo, Shuangcheng Zhang, Jie Cheng, Aqil Tariq, Dong Liang, Yonghong Hu, Qingting Li

“…The Moderate Resolution Imaging Spectroradiometer (MODIS) and Landsat surface temperature (LST) are identified as the two most widely utilized data sources for mapping heat hazards. The incorporation of multi-sensor observations, along with the implementation of spatiotemporal fusion and downscaling techniques, enhances both the spatial resolution and temporal frequency of heat hazard characterization. …”
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Quantitative Analysis of Flavonoids and Coumarins from Fingered Citron in Different Growth Periods and Their Regulatory Effects on Oxidative Stress by Tao Tan, Man Xu, Xianlong Hong, Zhenyuan Li, Jiangnan Li, Bining Jiao, Xijuan Zhao

“…This study has significance for utilization of fingered citron germplasm resources and development of related functional products.…”
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Artificial intelligence in colorectal surgery multidisciplinary team approach—From innovation to application by Ali Murtada, Fatima Kayali, Matti Jubouri, Samuel N. S. Ghattas, Samuel S. S. Rezk, Feroze Ahmed Mir, Ian Williams, Mohamad Bashir, Damian M. Bailey

“…Abstract Artificial intelligence (AI) has played a novel role in aiding healthcare system functions and enhancing the patient experience. Multidisciplinary teams (MDT) have become an integral part of disease and management planning, especially with the rising number of our aging population and the paucity of sufficient resources. …”
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Soil phosphorus crisis in the Tibetan alpine permafrost region by Jiangtao Hong, Bo Pang, Lirong Zhao, Shumiao Shu, Puyu Feng, Fang Liu, Ziyin Du, Xiaodan Wang

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Bioactivity and Structural Characterization of Soluble Dietary Fiber from Lyophyllum decastes by HE Shanshan, LIU Liping, LIU Yanfang, FENG Jie, WANG Guangqiang, WANG Wenhan, ZHANG Jinsong

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Supporting older adults with mobility disabilities through voice-activated digital assistants and smart home technologies by Jaewon Kang, Emma Lachs, Kathryn Huang, Laura A. Rice, Wendy A. Rogers

“…Conclusion: Voice-activated digital assistants and smart home technologies have the potential to support older adults with mobility disabilities, assuming the right resources are provided to facilitate utilization. Healthcare professionals and researchers should recognize the unique benefits of these technologies for this population to promote their adoption and use effectively.…”
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Transportation Mode Selection Using Reinforcement Learning in Simulation of Urban Mobility by Mehmet Bilge Han Taş, Kemal Özkan, İnci Sarıçiçek, Ahmet Yazici

“…This plays a crucial role in ensuring the efficient utilization of time and resources to achieve the desired objectives. …”
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Write-rite: Enhancing Handwriting Visualization Proficiency in Dysgraphic Children by Norsafinar Rahim

“…The study emphasized the importance of offering instructional support to educators, thereby enabling the proficient utilization of technology-assisted resources to aid dysgraphic children. …”
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Estimating fish stock biomass using a Bayesian state-space model: accounting for catchability change due to technological progress by Makoto Nishimoto, Yoshinori Aoki, Naoto Matsubara, Paul Hamer, Yuichi Tsuda

“…This model allows for the flexible integration of the timing and functional form of the uptake of technological innovations that are assumed to influence catchability. …”
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Towards 5G：heterogeneous cellular network architecture design based on intelligent SDN paradigm by Yifan ZHOU, Zhifeng ZHAO, Honggang ZHANG

“…To enrich the SDN（software defined networking）with intelligence and learning capability，an intelligent SDN paradigm was proposed for the first time.Combining it with the traditional cellular networks，5G-oriented heterogeneous cellular network architecture based on the intelligent SDN was set up，which made the integrated management of radio access networks and core networks possible.Based on the management and coordination of intelligent SDN，the decoupling of control and data，decoupling of uplink and downlink，and dynamic resource utilization in radio access networks to improve the spectrum efficiency and energy efficiency were put forward；content caching and network security strategies were deployed in the core networks to enhance the network scalability and data throughput.Globally，the resource utilization in radio access networks and core networks was optimized to achieve the network function virtualization and customized service provision，which contributed to the in-depth combination between the heterogeneous cellular networks and intelligent SDN.…”
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Towards 5G：heterogeneous cellular network architecture design based on intelligent SDN paradigm by Yifan ZHOU, Zhifeng ZHAO, Honggang ZHANG

“…To enrich the SDN（software defined networking）with intelligence and learning capability，an intelligent SDN paradigm was proposed for the first time.Combining it with the traditional cellular networks，5G-oriented heterogeneous cellular network architecture based on the intelligent SDN was set up，which made the integrated management of radio access networks and core networks possible.Based on the management and coordination of intelligent SDN，the decoupling of control and data，decoupling of uplink and downlink，and dynamic resource utilization in radio access networks to improve the spectrum efficiency and energy efficiency were put forward；content caching and network security strategies were deployed in the core networks to enhance the network scalability and data throughput.Globally，the resource utilization in radio access networks and core networks was optimized to achieve the network function virtualization and customized service provision，which contributed to the in-depth combination between the heterogeneous cellular networks and intelligent SDN.…”
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Eleutheroside B alleviates oxidative stress and neuroinflammation by inhibiting the JAK2/STAT3 signaling pathway in a rat high altitude cerebral edema model by Yacong He, Hongying Zhang, Xiu Zhang, Yue Han, Huxinyue Duan, Wenqian Song, Qingqing Tian, Yilan Wang, Guang Li, Chunjie Wu, Zhenxing Wang, Tianzhu Zhao

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Compensation for balance disorders: analysis of this multifactorial process by Philippe Perrin, Art Mallinson, Neil Longridge, Enrico Armato, Mans Magnusson, Georges Dumas, Nicolas Perrin, Pierre Denise, Paolo Gargiulo, Hannes Petersen, Christian Beyaert

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Structural optimization and performance evaluation of a sugarcane leaf mulching machine by Weihua Huang, Shuo Wang, Chang Ge, Lijiao Wei, Dongjie Du, Zhaojun Niu, Ming Li, Zhenhui Zheng

“…This study provides a valuable reference for advancing sugarcane leaf mulching machine performance and offers insights into more effective utilization of sugarcane leaf resources.…”
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Lightweight obstacle detection for unmanned mining trucks in open-pit mines by Guangwei Liu, Jian Lei, Zhiqing Guo, Senlin Chai, Chonghui Ren

“…This design can introduce the self-attention mechanism from the three dimensions of scale, space, and task, significantly improving the detection accuracy of the model while avoiding the additional computational burden. In terms of loss function, this paper introduces a combination of SIoU loss and NWD (normalized Gaussian Wasserstein distance) loss. …”
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Growth and Form Trait Variation Analysis Among Different Clones of Michelia chapensis by Zhixi DENG, Baishuan LYU, Rong HUANG, Limin ZHOU, Runhui WANG, Li CHEN, Zhijun LAI, Jiaqi CHEN, Jie ZHU, Ruping WEI, Huiquan ZHENG

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Crowd-based collaboration caching mechanism in smart identifier network by Haifeng LI, Wei QUAN, Nan CHENG, Hongke ZHANG, Xuemin SHEN

“…Smart identifier network (SINET) is an innovative network architecture.Through dynamic collaboration of service resource,function groups and physical components,the network scalability,resource utilization and service quality were effectively improved by SINET,and an effective solution for the development of industrial Internet of things(IoT) could be provided.To promote content delivery in resource-constrained IoT,caching function was introduced in network components by SINET,and the bandwidth waste caused by traffic redundancy in resource-constrained node could be reduced.Therefore,how to efficiently cache content became an important research topic.Based on SINET architecture,a crowd-based collaboration cache (C2Cache) mechanism was proposed in this scheme.According to the actual network topology,the caching function group was dynamically created and optimized by C2Cache,and a function group as crowd minimum unit to execute the maximum benefit cache (MBC) algorithm was defined to maximize the caching space efficiency.With the self-developed emulation system,named EmuStack,the performance of C2Cache was evaluated.The experimental results show that,comparing with LCE,Random,Prob Cache,LCD and Greedy caching mechanisms,the cache hit rate can be improved effectively,then the average access time can be reduced significantly by C2Cache.In the simulated network scenario,the performance increases 15% to 30%.…”
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