Hydroformer: Frequency Domain Enhanced Multi‐Attention Transformer for Monthly Lake Level Reconstruction With Low Data Input Requirements by Minglei Hou, Jiahua Wei, Yang Shi, Shengling Hou, Wenqian Zhang, Jiaqi Xu, Yue Wu, He Wang

“…The model exhibited good performance even when training data missing rates were below 50%, particularly in lakes with significant seasonal fluctuations. …”
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Monsoonal influence on floating marine litter pathways in the Bay of Bengal by L. C. Harrison, L. C. Harrison, J. A. Graham, J. A. Graham, P. Chowdhury, P. Chowdhury, T. A. M. Silva, T. A. M. Silva, D. P. Hoehn, D. P. Hoehn, A. Samanta, K. Chakraborty, S. Joseph, T. M. B. Nair, T. S. Kumar

“…The vast majority of particles released during our simulations were found to beach within 16 months; most particles beached in their country of origin (57 %–90 %), with connectivity towards Myanmar accounting for the second highest connectivity rates (2 %–29 %) from many countries within the Bay of Bengal. …”
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Accurate V2X traffic prediction with deep learning architectures by Ali R. Abdellah, Ahmed Abdelmoaty, Abdelhamied A. Ateya, Abdelhamied A. Ateya, Ahmed A. Abd El-Latif, Ahmed A. Abd El-Latif, Ammar Muthanna, Ammar Muthanna, Andrey Koucheryavy

“…We employ Bidirectional Long Short-Term Memory (BiLSTM) networks and compare their performance against other prominent DL architectures, including unidirectional LSTM and Gated Recurrent Unit (GRU). Our findings demonstrate that the BiLSTM model exhibits superior accuracy in predicting traffic patterns. …”
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SOH Estimation Method for Lithium-Ion Batteries Using Partial Discharge Curves Based on CGKAN by Shengfeng He, Wenhu Qin, Zhonghua Yun, Chao Wu, Chongbin Sun

“…Next, a SOH estimation framework based on the CGKAN model is developed, where 1-Dimensional-Convolutional Neural Networks (1D-CNN) are used to extract deep features from the original data, Bidirectional Gated Recurrent Unit (BiGRU) captures the bidirectional dependencies of the time series, and Kolmogorov–Arnold Networks (KAN) enhances the modeling of complex nonlinear features through its nonlinear mapping capabilities, thereby improving the accuracy of SOH estimation. …”
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AEMS: Adaptive Ensemble GNNs for Multibehavior Stream Recommendation by Ritchie Natuan Caibigan, Punyaphol Horata, Pusadee Seresangtakul

“…The AEMS synergizes long-term preference patterns (derived from historical interactions) with real-time user intents and item attributes (captured through multibehavior signals), integrating them via an adaptive ensemble neural gating mechanism. …”
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Use of cannabis to manage symptoms of mental and physical health conditions during pregnancy: analysis of a pro-cannabis pregnancy forum by Rachel L. Gunn, Rachel L. Gunn, Elizabeth R. Aston, Lia Artis, Jacqueline Nesi, Eric R. Pedersen, Lauren Micalizzi

“…IntroductionRates of prenatal cannabis use (PCU) have increased in recent years. …”
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Study on the age-period-cohort effects of cognitive abilities among older Chinese adults based on the cognitive reserve hypothesis by Qian Yang, Tong Yu

“…Results At the fixed-effect level, demographic factors, health behaviors, self-rated health, subjective well-being, and childhood adversity significantly influence cognitive abilities among older Chinese adults. …”
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Combining detection dogs and camera traps improves minimally invasive population monitoring for the cheetah, an elusive and rare large carnivore by Stijn Verschueren, Tim Hofmann, Anne Schmidt‐Küntzel, Mikael Kakove, Benny Munyandi, Hans Bauer, Niko Balkenhol, Herwig Leirs, Stephan Neumann, Bogdan Cristescu, Laurie Marker

“…Some carnivores such as the cheetah (Acinonyx jubatus) are particularly wide ranging and often go undetected despite being present, or are detected at rates too low to make meaningful quantitative inferences. …”
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Evolutionary Dynamics and Functional Conservation of <i>amh</i> Signaling in Teleost Lineages by Lingqun Zhang, Qingke Zhang, Kai Hu, Wei Lu, Weigang Li, Fengchi Wang, Jie Cheng

“…Notably, significantly accelerated evolutionary rates (dN/dS) were found in teleost <i>amhy</i> compared to <i>amh</i>, and <i>amh</i> exhibited faster molecular evolution in <i>amhy</i>-SD teleosts than in non-<i>amhy</i>-SD teleosts, suggesting their enhanced evolutionary plasticity in teleosts. …”
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Disparities in patient share and characteristics between disease-modifying therapy-treated and -untreated people with multiple sclerosis in Germany: a claims data analysis from 201... by Ann-Sophie Stratil, Steffeni Papukchieva, Nils-Henning Neß, Inge Wolf, Antonios Bayas, Peter Flachenecker, Benjamin Friedrich

“…Group differences were tested with two-sided χ2-tests and t-tests.ResultsIn total, 45.6% of pwMS were DMT-untreated. DMT-untreated rates were higher in secondary progressive (SPMS) and primary progressive MS (PPMS) than relapsing-remitting MS (RRMS; p &lt; 0.0001). …”
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Timosaponin B-II suppresses gastric cancer cell proliferation and induces apoptosis via the Nrf2/miR-455-3p/KLF6 pathway by Qiaoyan Cui, Ruijie Zhang, Shiqiao Zhao, Jian Wang, Yafen Dong, Xuesong Bai, Ye Chen, Yan Qiu

“…GC cells were treated with Timosaponin B-II (TB-II), and alterations in cell proliferation and apoptosis rates were evaluated using CCK-8 and TUNEL assays. …”
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The role of JPT1 in hepatocellular carcinoma: tumor progression, microtubule dynamics regulation, and potential mechanisms within the immune microenvironment by Yipin Lu, Peng Xu, Sha Li, Jie Yao

“…A pan-cancer analysis was performed to evaluate JPT1 expression patterns and prognostic value across multiple cancer types. …”
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Prediction efficiency and incremental processing strategy during spoken language comprehension in autistic children: an eye-tracking study by Zihui Hua, Tianbi Li, Ruoxi Shi, Ran Wei, Li Yi

“…However, autistic children exhibited reduced prediction efficiency compared to neurotypical peers, evidenced by significantly lower proportions of and slower growth rates in fixations to target objects relative to unrelated distractors, and delayed onset of predictive looking. …”
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Inflammatory markers mediate the association between alternative adiposity indices and mortality in patients with rheumatoid arthritis: data from NHANES 1999–2018 by Feng Luo, Jia-jie Guo, Xue-mei Yuan, Heng Zhou, Qiu-yi Wang, Chang-ming Chen, Xue-ming Yao, Wu-kai Ma

“…Conclusions This study revealed a potential clinical value of a new obesity index, specifically the ABSI, in predicting the survival rates among individuals with RA. Inflammatory markers appear to play a partial mediating role in this relationship. …”
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Sleep Restriction and Weekend Sleep Compensation Relate to Eating Behavior in School-Aged Children by Chamorro R, Garrido-González M, Gutierrez M, Santos JL, Weisstaub G

“…Actigraphic recordings measured sleep patterns for 4 consecutive days, including a weekend day. …”
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Estimating lateral nitrogen transfers over the last century through the global river network using a land surface model by M. Ma, H. Zhang, R. Lauerwald, P. Ciais, P. Regnier

“…Simulation results reveal substantial spatial heterogeneities in annual mean TN flows and denitrification rates, while their seasonal amplitude is of similar magnitude to the large-scale spatial variability. …”
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A 60-year drought analysis of meteorological data in the western Po River basin by E. Mombrini, S. Tamea, A. Viglione, R. Revelli

“…Local-drought characteristics are more influenced by temperature increases in the SPEI, whereas regional droughts are more affected by precipitation patterns, as seen in the SPI, with more frequent short-term droughts aggregating into longer-term deficits. …”
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Spatial distribution and predictors of early childbearing among Ethiopian women: evidence from the 2016 Ethiopian Demographic and Health Survey by Amare Teshome Tefera, Fanuel Gashaw, Martha Solomon, Nebiyu Bekele, Shegaye Shumet, Tigist Mulugeta, Araya Mesfin Nigatu, Solomon Gedlu Nigatu

“…Abstract Background Age at first birth is a crucial factor in understanding fertility patterns within a population. Ethiopia reports high rates of maternal and child mortality alongside elevated fertility levels. …”
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Identification of Specific Abnormal Brain Functional Activity and Connectivity in Cancer Pain Patients: A Preliminary Resting-State fMRI Study by Hua Y, Geng Y, Liu S, Xia S, Liu Y, Cheng S, Chen C, Pang C, Zhao Z, Peng B, Dai Y, Ji J, Wu D

“…Statistical results indicated that there was no significant correlation between pain scores (Numeric Rating Scale, NRS) and neuroimaging metrics. According to the machine learning classification, the FC features of the right precentral gyrus achieved higher diagnostic efficacy (AUC = 0.804) compared to ALFF and ReHo in distinguishing between CP patients and HCs.Conclusion: Brain activity and FC in CP patients show abnormalities in regions such as the inferior temporal gyrus, middle temporal gyrus, prefrontal cortex, parietal lobe, and cerebellum. …”
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The relationship between social isolation and cognitive function in older patients with chronic obstructive pulmonary disease: a latent profile analysis by Minghua Han, Hongxia Wu, Huize Xu, Jian Zhao, Zhongwen Chang, Qian Zhao

“…The general information questionnaire, Social Network Scale Brief, Hamilton Depression Scale, Social Support Rating Scale, and Montreal Cognitive Assessment Scale were employed. …”
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