Exploiting the similarity of dissimilarities for biomedical applications and enhanced machine learning. by Mohammad Neamul Kabir, Li Rong Wang, Wilson Wen Bin Goh

“…In the realm of personalized AI and precision medicine, the importance of dissimilarities is paramount. Personalized AI builds local models for each sample by identifying a network of neighboring samples. …”
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Effectiveness of the influenza vaccine for preventing laboratory-confirmed influenza infections in outpatient immunocompromised adults, 2017–2018 by Kailey Hughes Kramer, Richard K. Zimmerman, Catherine L. Haggerty, G. K. Balasubramani, Mary Patricia Nowalk, Emily T. Martin, Manjusha Gaglani, C. Hallie Phillips, Edward Belongia, Jessie Chung, Fernanda P. Silveira

“…Understanding the vaccine effectiveness (VE) of the seasonal influenza vaccines in immunocompromised (IC) populations remains paramount. Using 2017–2018 US Flu VE Network data, we examined the VE of the 2017–2018 seasonal influenza vaccine against symptomatic influenza in outpatient settings among IC adults. …”
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Energy Efficiency for 5G and Beyond 5G: Potential, Limitations, and Future Directions by Adrian Ichimescu, Nirvana Popescu, Eduard C. Popovici, Antonela Toma

“…Energy efficiency assumes it is of paramount importance for both User Equipment (UE) to achieve battery prologue and base stations to achieve savings in power and operation cost. …”
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Structural insights into Beclin 1 interactions with it's regulators for autophagy modulation by Debapriyo Sarmadhikari, Shailendra Asthana

“…Therefore, change in network is the root cause of normal physiology to pathophysiology. …”
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Molecular and cellular mechanisms underlying peripheral nerve injury-induced cellular ecological shifts: Implications for neuroregeneration by Limao Wu, Jinglan He, Na Shen, Song Chen

“…The peripheral nervous system is a complex ecological network, and its injury triggers a series of fine-grained intercellular regulations that play a crucial role in the repair process. …”
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Premier Dynamic Bandwidth Management and Tensile Wavelength Selection Ensuring QoS for NG-EPONs by Purushottam Singh, Pushpendra Kumar, Harshita Patel, Kanojia Sindhuben Babulal, Gayathri Ananthakrishnan

“…As data demands continue to surge with technological advancements, the need for efficient bandwidth management and wavelength selection in NG-EPONs becomes paramount. This paper presents two innovative algorithms—Tensile Wavelength and Dynamic Bandwidth Allocation (TW-DBA) and Premier Dynamic Bandwidth Allocation (PDBA)—designed to optimize bandwidth allocation and maintain Quality of Service (QoS) under varying network conditions. …”
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Securing the road ahead: Machine learning-driven DDoS attack detection in VANET cloud environments by Himanshu Setia, Amit Chhabra, Sunil K. Singh, Sudhakar Kumar, Sarita Sharma, Varsha Arya, Brij B. Gupta, Jinsong Wu

“…The automotive industry’s move towards automation and the integration of vehicles into the digital ecosystem has revolutionized wireless network communications. Nevertheless, security remains a paramount concern in these advanced technological landscapes. …”
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Design of low-carbon planning model for vehicle path based on adaptive multi-strategy ant colony optimization algorithm by Qi Guo, Rui Li, Changjiang Zheng, Gwanggil Jeon

“…Subsequently, a graph neural network (GNN) is utilized to optimize nodes and edges computationally. …”
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Aircraft Engine Remaining Useful Life Prediction Using Machine Learning by Michael Kimollo, Xudong Liu

“…Knowing the Remaining Useful Life (RUL) of aircraft engines is of paramount importance in the aviation industry. RUL helps anticipate engine failures beforehand so that airlines can proactively schedule maintenance, optimize resource allocation, and reduce the risk of downtime. …”
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Enhancing resilience in IoT cybersecurity: the roles of obfuscation and diversification techniques for improving the multilayered cybersecurity of IoT systems by Sampsa Rauti, Samuli Laato

“…In our digitalized modern society where cyber-physical systems and internet-of-things (IoT) devices are increasingly commonplace, it is paramount that we are able to assure the cybersecurity of the systems that we rely on. …”
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Accurate and efficient insulator maintenance: A DETR algorithm for drone imagery. by Yanfeng Tian, Rodina Binti Ahmad, Nor Aniza Binti Abdullah

“…With the increasing demand for electricity, the safety and stability of power grids become paramount, highlighting the critical need for effective maintenance and inspection. …”
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Building Church Beyond the Ewe People by Francis Lawer Sackitey, Cornelia van Deventer

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New Aspects of “The Case of Richard Sorge”. A View From Modern Russia (2017–2022) by A. E. Kulanov, A. B. Sharova

“…These documents are of paramount interest to researchers. For example, it is the first publication of the materials that definitively answer the questions of whether Sorge was a double agent and of what the real reason for the failure of the network of Soviet military intelligence in Japan in 1941 was, as well as of many other pieces of important documentary evidence of the activities of the Soviet secret services in that country. …”
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A Lightweight Algorithm for Detection and Grading of Olive Ripeness Based on Improved YOLOv11n by Fengwu Zhu, Suyu Wang, Min Liu, Weijie Wang, Weizhi Feng

“…The proposed approach employs YOLOv11n as the baseline model, replaces its backbone network with EfficientNet-B0, and integrates the Large-Scale Kernel Attention (LSKA) mechanism and the Bidirectional Feature Pyramid Network (BiFPN). …”
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RESOURCES OF OUTPATIENT PEDIATRIC DENTAL SERVICE OF ST. PETERSBURG AND SOME INDICATORS OF ITS WORK by K. I. Shapiro, L. A. Semionova

“…The organization of primary specialized dental care for children is of paramount importance due to the wide prevalence of lesions the dentoalveolar region, leading to formation of foci of odontogenic infection, which cause diseases of many systems and organs.The objective of the study is to analyze the state of the network and personnel of children’s dental service, identify trends in their dynamics, and determine main indicators of the work.Material and methods. …”
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Research on channel estimation based on joint perception and deep enhancement learning in complex communication scenarios by Xin Liu, Shanghong Zhao, Yanxia Liang, Shahid Karim

“…Therefore, effective estimation and optimization of channels in complex communication environments are of paramount importance to ensure communication quality and enhance system performance. …”
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Enhancing Pain Management: The Role of Superior Hypogastric Plexus Block in Chronic Pelvic Pain Treatment by Vivek Chakole, Shrilekh Mankhair, Priyanka Dev, Jeshnu Tople

“…This procedure involves the targeted administration of anesthetic agents to the superior hypogastric plexus, a key neural network responsible for transmitting visceral pain from the pelvic organs. …”
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Essential Oils as Potential Natural Antioxidants, Antimicrobial, and Antifungal Agents in Active Food Packaging by Aleksandra Bibow, Wiesław Oleszek

“…This article presents a review of techniques for the functional properties of biopolymer particles loaded with essential oils that form a stable network to control their release, making them ideal for improving food packaging and processing. …”
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Photovoltaic Array Fault Diagnosis and Localization Method Based on Modulated Photocurrent and Machine Learning by Yebo Tao, Tingting Yu, Jiayi Yang

“…Hence, the establishment of an effective fault diagnosis system for photovoltaic arrays is of paramount importance. However, existing fault diagnosis methods often trade off between high accuracy and localization. …”
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Commentary: Treating Diseases from Alzheimer’s to Parkinson’s Using Transcranial Pulse Stimulation: Mechanistic Insights, Recent Evidence, and Ethical Considerations by Lars Wojtecki

“…The enhancement of gamma-band oscillations and network connectivity has been reported. Clinical observations in Parkinson’s disease (PD) suggest TPS as a hypothesis-generating approach to address non-motor symptoms—such as depression, cognitive decline, and the freezing of gait—through theoretical modulation of basal ganglia–cortical circuits. …”
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