Local-Global and Multi-Scale (LG-MS) Mixer Architecture for Long-Term Time Series Forecasting by Zhennan Peng, Boyong Gao, Ziqi Xia, Jie Liu

“…In our experiments, we demonstrate the effectiveness of LG-MSMixer across various real-world long-term forecasting tasks, significantly outperforming previous baselines.…”
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UAV-Enabled Inspection System With No-Fly Zones: DRL-Based Joint Mobile Nest Scheduling and UAV Trajectory Design by Jin Dai, Yunfei Gao, Chao Cai, Wei Xiong, Manjia Liu

“…To solve these issues, we first model the proposed problem as a Markov decision process (MDP). …”
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Evolutionary Hyperheuristics for Location-Routing Problem with Simultaneous Pickup and Delivery by Yanwei Zhao, Longlong Leng, Jingling Zhang, Chunmiao Zhang, Wanliang Wang

“…Meanwhile, random permutation (RP), tabu search (TS), and fitness rate rank-based multiarmed bandit (FRR-MAB) are also introduced as baselines for comparisons. We evaluated pairings of nine different selection strategies and four acceptance mechanisms and monitored the performance of the first four outstanding pairs in 36 pairs by solving three sets of benchmark instances from the literature. …”
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Netarsudil as an Adjunctive Therapy: Efficacy and Factors Contributing to a Favorable IOP-Lowering Effect by Sandy Samuel, Hani El Helwe, Cameron E. Neeson, Nathan Hall, Ryan Sameen Meshkin, Nino Odishelidze, Rebecca Ye, Ta C. Chang, David Solá-Del Valle

“…Results. 236 eyes of 236 patients were included. The mean baseline IOP was 19.06 ± 4.6 mmHg on an average of 4 ocular hypotensive medications. 196 (83.1%) patients experienced IOP reduction at the first follow-up visit of 2.84 ± 0.30 mmHg at 55.66 ± 51.89 days. …”
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Latitudinal Variation into the Macrofaunal Assemblages Associated to Zostera noltei Seagrass along the Atlantic Coast of Morocco by Oussama Bououarour, Soilam Boutoumit, Reda El Kamcha, Hocein Bazairi

“…The present study marked the first attempt on broad-scale ecological research of seagrass beds in Morocco and offers baseline data for planning the broad-scale conservation of biodiversity in seagrass beds that remain suffering from multiple human-induced threats such as coastal developments and climate change.…”
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Fault and Severity Diagnosis Using Deep Learning for Self-Organizing Networks With Imbalanced and Small Datasets by Hsin-Chang Tsai, Ming-Chun Lee, Chao-Hao Hsu

“…Results show that our approaches can effectively diagnose the faults and their severity and outperform the baseline approaches under imbalanced and small datasets.…”
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A Novel Rat Model of Orthodontic Tooth Movement Using Temporary Skeletal Anchorage Devices: 3D Finite Element Analysis and In Vivo Validation by Neelambar Kaipatur, Yuchin Wu, Samer Adeeb, Thomas Stevenson, Paul Major, Michael Doschak

“…Tooth movement measurements were taken at baseline, 4 and 8 weeks. At 8 weeks, animals were euthanized and tissues were analyzed by histology and EPMA. …”
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The Value of ABCD2F Scoring System (ABCD2 Combined with Atrial Fibrillation) to Predict 90-Day Recurrent Brain Stroke by Mostafa Almasi, Nader Hodjati Firoozabadi, Faeze Ghasemi, Mojtaba Chardoli

“…Multivariable logistic regression analysis showed that none of the baseline factors could predict 90-day recurrent stroke. …”
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Multimodal Autism Spectrum Disorder Method Using GCN With Dual Transformers by Tianming Song, Zhe Ren, Jian Zhang, Yawei Qu, Yingying Cui, Zhengda Liang

“…The experimental results reveal that our approach significantly outperforms existing baseline and state-of-the-art models. The method achieves 79.47% of accuracy, 78.97% precision, 82.11% recall, and 0.85 of AUC metrics. …”
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An effective electrocardiogram segments denoising method combined with ensemble empirical mode decomposition, empirical mode decomposition, and wavelet packet by Yaru Yue, Chengdong Chen, Xiaoyuan Wu, Xiaoguang Zhou

“…However, an ECG signal is a weak bioelectrical signal and is easily disturbed by baseline wander, powerline interference, and muscle artefacts, which make detection of heart diseases more difficult. …”
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A Single 60 mg Dose of Denosumab Might Improve Hepatic Insulin Sensitivity in Postmenopausal Nondiabetic Severe Osteoporotic Women by Elena Passeri, Stefano Benedini, Elena Costa, Sabrina Corbetta

“…This is a prospective study on the effect of a subcutaneously injected single 60 mg dose of denosumab in 14 postmenopausal severe osteoporotic nondiabetic women evaluated at baseline and 4 and 12 weeks after their first injection by an oral glucose tolerance test. …”
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Multimodal sentiment analysis based on multi-layer feature fusion and multi-task learning by Yujian Cai, Xingguang Li, Yingyu Zhang, Jinsong Li, Fazheng Zhu, Lin Rao

“…Experimental results on MOSI, MOSEI and SIMS datasets show that the proposed method achieves better performance on multimodal sentiment analysis tasks compared with state-of-the-art baselines.…”
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Effectiveness of the Federal ‘Clean Air’ Project to Improve Air Quality in the Most Polluted Russian Cities by Roman V. Gordeev, Anton I. Pyzhev, Ekaterina A. Syrtsova

“…As a result, the revised emissions estimates produced by the project were found to exceed not only the target benchmarks but also the baseline. The planned targets are largely on track, and it is likely that the target of a 20% reduction in emissions from the 2017 baseline will be met. …”
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Factors influencing food preferences and eating behaviour among the Forcibly Displaced Myanmar Nationals (FDMN) adolescents in Cox’s Bazar, Bangladesh: a cross-sectional survey by Mahamudul Hasan, Azaz Bin Sharif, Rashedul Islam, A B M Nahid Hasan, Nusrat Jahan Ferdous

“…The purposive sampling technique was applied. First, 12 camps in the Ukhiya region were randomly selected. …”
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Outcome of therapy in biopsy proven lupus nephritis with cyclophosphamide or mycophenolate: Registry data from a South Indian tertiary care center by Keerthi Talari, Rajendra Varaprasad Irlapati, Megha Uppin, Liza Rajasekhar

“…Background: Cyclophosphamide and mycophenolate are the currently proposed first-line agents for induction in lupus nephritis (LN). …”
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Changes in Renal Function Following Administration of Oral Sodium Phosphate or Polyethylene Glycol for Colon Cleansing before Colonoscopy by Ramy Abaskharoun, William Depew, Stephen Vanner

“…Seven hundred sixty-seven patients (51% female and 49% male; 81% oral NaP and 19% PEG) with normal baseline Cr levels were identified through the endoscopy unit database at the Hotel Dieu Hospital, Queen’s University (Kingston, Ontario). …”
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Trajectory of the arterial-alveolar oxygen gradient in COPD for a decade. by Kazuma Nagata, Susumu Sato, Kiyoshi Uemasu, Naoya Tanabe, Atsuyasu Sato, Shigeo Muro, Toyohiro Hirai

“…The CRF group had higher baseline A-aDO2 and higher ΔA-aDO2 in the first year than the non-CRF group (3.76 vs. 0.42 Torr/year, p = 0.030). …”
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Does p‐lactate increase in patients with GSD1 after ingesting a meal with common‐size sources of fructose and galactose? Observations from a prospective, non‐blinded, crossover pil... by Camilla Diana B. Caroee, Allan M. Lund

“…A peak increase was seen after the first 30 min in two patients whereas the peak in the remaining two patients was at 60 min; all values decreased to baseline values after further 60 min. …”
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Methods to address functional unblinding of raters in CNS trials by Steven D. Targum, William P. Horan, Vicki G. Davis, Alan Breier, Stephen K. Brannan

“…Remote ratings closely replicated 575 available “paired” site-based PANSS total scores at baseline and endpoint (intraclass correlation coefficient = 0.88 and 0.93, respectively). …”
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Modeling the impact of extreme weather events and future climate on the radiologically contaminated sites of Enewetak Atoll by Lakshitha Premathilake, Saikat Ghosh, Rajiv Prasad, Sourav Taraphdar, Taiping Wang, Tarang Khangaonkar, Bruce Napier, Tracy Ikenberry, Lai-yung Leung

“…Abstract Enewetak Atoll underwent 43 historical nuclear tests from 1948 to 1958, including the first hydrogen bomb test, resulting in a substantial nuclear material fallout contaminating the Atoll and the lagoon waters. …”
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