Fast and accurate imputation of genotypes from noisy low-coverage sequencing data in bi-parental populations. by Cécile Triay, Alice Boizet, Christopher Fragoso, Anestis Gkanogiannis, Jean-François Rami, Mathias Lorieux

“…Here, we present a new algorithm for imputation of LC-NGS data that eliminates the need of complex pre-filtering of noisy data, accurately types heterozygous chromosomal regions, precisely estimates crossover positions, corrects erroneous data, and imputes missing data. …”
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An Optimization Coverage Strategy for Wireless Sensor Network Nodes Based on Path Loss and False Alarm Probability by Jianing Guo, Yunshan Sun, Ting Liu, Yanqin Li, Teng Fei

“…In more complex application scenarios such as warehousing, residential areas, etc., this may lead to a large gap between the expected effect of actual coverage and simulated coverage. …”
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Strengths and limitations of non-survey-based data sources for assessing adult vaccination coverage in the United States by Matthew F. Daley, Kamonthip J. Homdayjanakul, Laura P. Hurley, Peng-Jun Lu, Yuping Tsai, Carla L. Black, Suchita Patel, James A. Singleton, Lori A. Crane

“…Methods for obtaining race and ethnicity data were complex and potentially subject to bias. None of the reviewed studies presented any formal assessment of vaccine data validity.Expert opinion While multiple non-survey-based data sources have been used to assess adult vaccination coverage in the United States, important limitations exist, including related to generalizability, data validity, and risk of bias.…”
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Trends and inequalities in full immunisation coverage among one-year-olds in Sierra Leone, 2008–2019 by Augustus Osborne, Camilla Bangura, Umaru Sesay, Bright Opoku Ahinkorah

“…There is also the need to develop targeted interventions for regions with lower coverage. These steps are crucial to achieving universal immunisation coverage. …”
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Tagging large CNV blocks in wheat boosts digitalization of germplasm resources by ultra-low-coverage sequencing by Jianxia Niu, Wenxi Wang, Zihao Wang, Zhe Chen, Xiaoyu Zhang, Zhen Qin, Lingfeng Miao, Zhengzhao Yang, Chaojie Xie, Mingming Xin, Huiru Peng, Yingyin Yao, Jie Liu, Zhongfu Ni, Qixin Sun, Weilong Guo

“…Abstract Background The massive structural variations and frequent introgression highly contribute to the genetic diversity of wheat, while the huge and complex genome of polyploid wheat hinders efficient genotyping of abundant varieties towards accurate identification, management, and exploitation of germplasm resources. …”
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Hybrid multi-objective node deployment for energy-coverage problem in mobile underwater wireless sensor networks by Salmah Fattah, Ismail Ahmedy, Mohd Yamani Idna Idris, Abdullah Gani

“…In addition, the existing traditional approaches have limitations of improving simultaneously the objective function of network coverage and the dissipated energy in mobility, sensing and redundant coverage. …”
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A critical discourse analysis of media coverage on Moroccan Arabic in textbooks and Arabic language acquisition in Morocco by Sakina M. Alaoui

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Robust moving horizon planning for multi-vehicles area coverage in uncertain environment using mixed-integer-programming by Mohamed Ibrahim

“…Traditional approaches often struggle to balance coverage performance with real-time adaptability and computational efficiency, particularly in uncertain or dynamic environments. …”
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SARS‐CoV‐2 structural coverage map reveals viral protein assembly, mimicry, and hijacking mechanisms by Seán I O’Donoghue, Andrea Schafferhans, Neblina Sikta, Christian Stolte, Sandeep Kaur, Bosco K Ho, Stuart Anderson, James B Procter, Christian Dallago, Nicola Bordin, Matt Adcock, Burkhard Rost

“…We found that ˜6% of the proteome mimicked human proteins, while ˜7% was implicated in hijacking mechanisms that reverse post‐translational modifications, block host translation, and disable host defenses; a further ˜29% self‐assembled into heteromeric states that provided insight into how the viral replication and translation complex forms. To make these 3D models more accessible, we devised a structural coverage map, a novel visualization method to show what is—and is not—known about the 3D structure of the viral proteome. …”
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How many trees to see the forest? Assessing the effects of morphospace coverage and sample size in performance surface analysis by Stephanie M. Smith, C. Tristan Stayton, Kenneth D. Angielczyk

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Fast and computationally efficient generative adversarial network algorithm for unmanned aerial vehicle–based network coverage optimization by Marek Ružička, Marcel Vološin, Juraj Gazda, Taras Maksymyuk, Longzhe Han, MisCha Dohler

“…Simulation results show that the proposed approach converges to the quasi-optimal solution with a negligible difference from the global optimum while maintaining a quadratic complexity regardless of the number of users.…”
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Coverage, Throughput, and Energy Efficiency Enhancement in Beamspace Massive MIMO System Using Rate-Splitting and Orthogonal Precoding by David Alimo, Masanori Hamamura, Saifur Rahman Sabuj

“…Furthermore, we deduce an analytic expression for the downlink cell coverage percentage and evaluate the effectiveness of the suggested method in terms of total throughput, energy efficiency, and cell coverage percentage. …”
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Media portrayals and social stigma surrounding COVID-19 survivors: a content analysis of Chinese media coverage by Weili Wang, Wenxuan Zhang

“…These findings underscore the complexity of media portrayals, revealing a diverse reporting landscape characterised by mixed messages. …”
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Balancing Human Mobility and Health Care Coverage in Sentinel Surveillance of Brazilian Indigenous Areas: Mathematical Optimization Approach by Juliane Fonseca Oliveira, Adriano O Vasconcelos, Andrêza L Alencar, Maria Célia S L Cunha, Izabel Marcilio, Manoel Barral-Netto, Pablo Ivan P Ramos

“… Abstract BackgroundOptimizing sentinel surveillance site allocation for early pathogen detection remains a challenge, particularly in ensuring coverage of vulnerable and underserved populations. …”
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High-coverage targeted lipidomics revealed a novel serum lipid dysregulation profile in adult growth hormone deficiency by Hongbo Yang, Meiping Chen, Lingjuan Jiang, Linjie Wang, Lian Duan, Fengying Gong, Huijuan Zhu, Hui Pan

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Enhancing Harmony Search Metaheuristic Algorithm for Coverage Efficiency, Test Suite Reduction, and Running Time in Combinatorial Interaction Testing by Aminu Aminu Muazu, Ahmad Sobri Hashim

“…By systematically covering combinations of input values, CIT can uncover faults that arise from complex interactions. One key aspect of CIT is coverage efficiency, which ensures that the desired interaction coverage is achieved with the fewest possible test cases, optimizing the testing process. …”
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Coverage-dependent adsorption of nitric oxide (NO) on Cu(100) surface: A DFT investigation with van der Walls force by Muhammad Rifqi Al Fauzan, Ananda Deva Wardhana, Callysta Nova Oktaverina

“…We examine various NO coverages on Cu(100): 0.08 ML, 0.25 ML, 0.5 ML, 0.75 ML, and 1 ML, and observe a notable transition in adsorption site preference, shifting from hollow sites at low coverage to bridge sites at higher coverage. …”
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Strategic Deployment of a Single Mobile Weather Radar for the Enhancement of Meteorological Observation: A Coverage-Based Location Problem by Bikram Parajuli, Xin Feng

“…However, identifying an optimal location for mobile weather radar deployment is a complex challenge, as it requires consideration of operational safety, data quality, and environmental constraints. …”
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On virtual-force algorithms for coverage-optimal node deployment in mobile sensor networks via the two-dimensional Yukawa crystal by Rongxin Tang, Xin Qian, Xiangyu Yu

“…It will provide some guidance for engineering by aiding deployment in complex geometric areas or those recovering from disaster.…”
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RMDS: Ranging and multidimensional scaling–based anchor-free localization in large-scale wireless sensor networks with coverage holes by Qiyue Li, Baoyu Chu, Zhong Wu, Wei Sun, Liangfeng Chen, Jie Li, Zhi Liu

“…We use ranging and non-line-of-sight error mitigation techniques to estimate accurate distances between each node pair and attempt to find inflection nodes using a novel flooding protocol to correct transmission paths that have become deviated by a coverage hole. Moreover, we replace the singular value decomposition with an iterative maximum gradient descent method to reduce the computational complexity. …”
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