An automatic cervical cell classification model based on improved DenseNet121 by Yue Zhang, Chunyu Ning, Wenjing Yang

“…Secondly, the sizes of the convolutional kernel and pooling window of the Stem layer are adjusted to adapt to the characteristics of the cervical cell images, so that the model can extract the local detailed information more effectively. …”
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Exploring the charge storage ability of the spinel-type high entropy oxide (MnFeCoNiZn)3O4 nanoparticles for supercapacitor applications by Arun S R, George Jacob

“…Additionally, an asymmetric supercapacitor (ASC) was constructed of ((MnFeCoNiZn)3O4 HEO NPs // activated carbon (AC)) which exhibited a 1.5 V voltage window. It delivered a good energy density of 7.9 Whkg-1 with a power density of 746 WKg-1. …”
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2D-Action Asynchronous Cooperative Lane Change Trajectory Planning Method for Connected and Automated Vehicles by Liyang Wei, Weihua Zhang, Haijian Bai, Jingyu Li

“…The results indicate that the AALC model achieves the transfer of collision space between lanes through asynchronous process of behavior execution time window, thereby reducing the possibility of vehicle collision. …”
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Neuroprotective and Anti-inflammatory Effects of Pioglitazone on Traumatic Brain Injury by Mohammad Yassin Zamanian, Niloofar Taheri, Maria Jade Catalan Opulencia, Dmitry Olegovich Bokov, Sharif Y. Abdullaev, Mohammadreza Gholamrezapour, Mahsa Heidari, Gholamreza Bazmandegan

“…However, when treatment is provided in a timely manner, there is a significant window of opportunity to avoid a few of the serious effects. …”
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Earthquake Statistical Parameters Analysis and Regional Variations of March 02, 2017 Adıyaman-Samsat Earthquake (Ml = 5.7) by Using its Aftershocks by Nihan HOSKAN

“…Afterwards, the completeness magnitude Mc=1.6 was obtained with the moving time window approach and using maximum likelihood method, b-value was calculated as 0.768±0.03 for the whole region. …”
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The incidence of unexpected delays in uploading outside radiologic images in the transfer of patients with major trauma by Si Jun Woo, Yong Oh Kim, Hyung Il Kim

“…To achieve optimal treatment within the targeted window of time necessary for time-sensitive cases like major trauma, rapid transportation and decision making are essential. …”
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Occult metastases and survival of lung cancer by clinical diagnosis and CT screening: A simulation study. by Xing Chen, Ghulam Muhammad Kanhar, Songli Hu, Chaomin Wu, Guanqun Chao, Mengqi Jing, Fengjiang Zhang, Millennia Young, Marek Kimmel, Liying Chen, Olga Y Gorlova

“…This size threshold can be translated into a 0.75-year the "window of opportunity" for the curable disease. In a comparative analysis of two simulated groups of individuals: (1) clinically diagnosed (2) diagnosed by screening with a varying screening frequency (quarterly, biannual, annual and biennial), it was estimated that, once the screening intervals become shorter, substantially more cancers are found, but at an expense of a higher radiation exposure. …”
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Mixed-Effects Modeling of Neurofeedback Self-Regulation Performance: Moderators for Learning in Children with ADHD by Agnieszka Zuberer, Franziska Minder, Daniel Brandeis, Renate Drechsler

“…This first study analyzing moderators of NF learning in ADHD with a mixed-effects modeling approach shows that NF performance is moderated differentially by effects of age and MPH depending on the training task and time window. Future studies may benefit from using this approach to analyze NF learning and NF specificity. …”
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Signatures of Transient Overvoltages in Low Voltage Power Systems in Tea Factories and Their Implications on Insulation Deterioration and Allied Power Quality Issues by Earl A. R. L. Pannila, Mahesh Edirisinghe

“…To unveil this danger, 314 common-mode transient waveforms were measured in the electrical machines of five tea factories in Sri Lanka, in a 50 ms measurement window, taken in 55 measuring attempts. Most of the transients observed are in the form of a damped oscillatory waveform tailed by fast exponential collapse. …”
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Comparison of Low-Pass Filters for SPECT Imaging by Inayatullah S. Sayed, Siti S. Ismail

“…Furthermore, a symmetrical energy window (20%) centered at 140 keV was adjusted. Images were reconstructed by the FBP method. …”
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Thompson Sampling for Non-Stationary Bandit Problems by Han Qi, Fei Guo, Li Zhu

“…To address this, we propose two algorithms, discounted TS and sliding-window TS, designed for sub-Gaussian reward distributions. …”
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Post-return stroke VHF electromagnetic activity in north-western Mediterranean cloud-to-ground lightning flashes by A. Kolínská, A. Kolínská, I. Kolmašová, I. Kolmašová, E. Defer, O. Santolík, O. Santolík, S. Pédeboy

“…In the SAETTA data, we observe a decrease in the very high frequency (VHF) radiation rate and the VHF power, as recorded within a typical 80 <span class="inline-formula">µs</span> time window at the LMA stations, immediately after the RS pulse in 59 <span class="inline-formula">−CG</span> flashes. …”
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Adaptive High-Performance Optimization Tool for Real-Time Operation of Renewable-Based Virtual Power Plants by Oluwaseun Oladimeji, Alvaro Ortega, Lukas Sigrist, Bogdan Marinescu, Vinu Thomas

“…Test results demonstrate that AHORA achieves a minimum of 85% of the required regulation in worst case disturbances and maintains service provision within a stringent 4-second window. The findings demonstrate AHORA&#x2019;s practical applicability in enhancing the reliability and efficiency of renewable energy integration into modern power grids, providing a robust solution for managing the complexities of RVPP real-time operation.…”
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Optimization of Echo Views for Percutaneous Device Closure of Pediatric Atrial Septal Defect through the Femoral Vein Guided by Transthoracic Echocardiography without Radiation by Zankai Ye, Zhiqiang Li, Hanlu Yi, Yaobin Zhu, Yan Sun, Hongju Zhang, Pei Li, Ning Ma

“…The subcostal acoustic window and parasternal aorta short-axis views were used to guide the extra stiff wire and catheter into the left atrium. …”
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Analysis of COVID-19 Lockdown to Understand Air Pollution Processes and Their Impacts on Health: A Case Study in the Western Balkans by Claudio A. Belis, Djordje Djatkov, Martina Toceva, Jasmina Knezevic, Gordana Djukanovic, Aneta Stefanovska, Nikola Golubov, Biljana Jovic, Andreas Gavros

“…To that end, observations from 10 urban sites were compared with historical time series. The time window 1 February–30 May 2020 was classified in sub-periods on the basis of the stringency of the circulation restrictions. …”
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Characterizing Radon Among Public Buildings and Small/Medium-Sized Businesses in a Canadian Province by Lily X. Yang, Tracy L. Kirkham, Laura Boksman, Anne-Marie Nicol, Paul A. Demers

“…Radon levels also varied significantly based on window-opening behavior, business access type, the presence of an elevator, air conditioning, additions to the building, and cracks and/or gaps in the foundation/wall and around drains, indicating building characteristics with some influence on air circulation may impact overall radon levels.…”
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Unraveling the response of the apparent temperature sensitivity of ecosystem respiration to rising temperature by Zhentao Liu, Junguo Liu, Deliang Chen

“…In this study, ${Q_{10}}$ was quantified using a temporal moving window and a linear-mixed effect model to account for the effects of non-temperature factors on RECO. …”
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The impact of short-term changes in sleeping and eating patterns on glucometabolic health and gut microbiota in healthy young adults: a proof-of-concept controlled feeding study by Jiehua Chen, Ruijie Zhang, Chao Zhou, Louise Weiwei Lu, Dana Feng, Haiqiao Zou, Ran Gao, Xinying Zhang, Peiyi Chen, Jiayue Zhu, Haoxie Xu, Nina Zeng, Cijuan Zhang, Bin Liu, Mingfu Wang, Qian Ge, Caiqun Ouyang, Feng Chen

“…At first, subjects experienced a one-week circadian rhythm misalignment with a high-fat fast-food diet, extended eating window, and delayed sleep schedules, then gradually transited to a complete circadian rhythm realignment with a high-fiber balanced diet, 8-h time-restricted eating, and normal sleep schedules. …”
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State-dependent inter-network functional connectivity development in neonatal brain from the developing human connectome project by Zhiyong Zhao, Ruolin Li, Yihan Wu, Mingyang Li, Dan Wu

“…Moreover, two states of weakly-connected (State Ⅰ) and strongly-connected (State Ⅱ) FNC were identified. The fraction window and dwell time in State Ⅰ, and the transition from State Ⅱ to State Ⅰ, all showed significantly negative correlations with both GA and PNA. …”
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Understanding retinal tau pathology through functional 2D and 3D iPSC-derived in vitro retinal models by Lorenza Mautone, Federica Cordella, Alessandro Soloperto, Silvia Ghirga, Giorgia Di Gennaro, Ylenia Gigante, Silvia Di Angelantonio

“…The retina, as an accessible part of the central nervous system, offers a unique window into these processes, making it invaluable for both study and early diagnosis. …”
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