Wetland key habitat functional areas in China informed by flagship waterbirds: Past changes, present status and future trend with modeling scenarios by Hengxing Xiang, Dehua Mao, Ming Wang, Yeqiao Wang, Chi-Yeung Choi, Wenjuan Wang, Haitao Wu, Kaidong Feng, Zongming Wang

“…The results of this study establish conservation priorities that align with national goals of a 55 % wetland protection rate and the global biodiversity framework in protected areas and biodiversity, indicating that the spatial conservation optimization approach is an effective method for identifying wetland KHFAs.…”
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Integration Method with Backpropagation by Nidhal AL-Assady, Jamal Majeed, Shahbaa Khaleel

“…In this research, a new method is discovered (combined method) to accelerate the backpropagation network by using the expected values of source units for updating weights, we mean the expected value of unit by the sum of the output of the unit and its error term multiplied by the factor Beta to accelerate the algorithm and also adjust the value of learning coefficient continuously if the value of energy function E decreases the learning rate is increased by a factor , if the value of the energy function E increases , the value of the learning rate is decreased by a factor . …”
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The burden dynamics of leukemia in China from 1990 to 2021: an epidemiological analysis of trends, risk factors, and projections to 2036 by Renfang Zhang, Chunyue Guo, Yifang Liang, Siyu Qing, Ziyue Liang, Yongbin Wang, Chenguang Zhang

“…Objective: Leukemia is a key public health challenge in China, with epidemiological patterns shifting due to demographics, environment, and healthcare advances. …”
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Enhanced selective recovery of powder carrier-supported biofilms for enrichment of denitrifying functional bacteria by Chengxian Wang, Bin Lu, Boran Wu, Jin Chen, Zhigen Wu, Hongbo Han, Xiaohu Dai, Xiaoli Chai, Dian Hu

“…Compared to overflow sludge, underflow sludge (biofilm) exhibited a 33 % increase in particle size and a 0.51-fold increase in denitrification rate constants, leading to improvements of nitrogen and phosphorus removal efficiencies exceeding 73 %. …”
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Positioning of Chinese time nouns and adverbs: Evidence from corpus, acceptability, and processing studies. by Jia Yi Chen, Ying Su, Katsuo Tamaoka

“…Sentences in which time nouns followed the subject were rated as more acceptable and supported the canonical word order, whereas pre-subject time nouns were acceptable mainly in topicalized contexts. …”
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Prevention of fetal brain injury in category II tracings by Masahiro Nakao, Michael G. Ross, Shoichi Magawa, Satoshi Toyokawa, Kiyotake Ichizuka, Naohiro Kanayama, Shoji Satoh, Nanako Tamiya, Akihito Nakai, Keiya Fujimori, Tsugio Maeda, Akira Oka, Hideaki Suzuki, Mitsutoshi Iwashita, Tomoaki Ikeda

“…Cases included those presumed to have an intrapartum onset of hypoxic–ischemic insult based on the fetal heart rate pattern evolution from reassuring to an abnormal pattern during delivery, in association with category II tracings marked by recurrent decelerations and an umbilical arterial BDecf ≥ 12 mEq/L. …”
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Emotional Interactive Simulation System of English Speech Recognition in Virtual Context by Dan Li

“…The experiments of feature extraction and pattern recognition of speech samples prove that Hidden Markovian has higher recognition rate and better recognition effect in speech emotion recognition. …”
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Systematic Review of Hospital Readmissions in Stroke Patients by Ahsan Rao, Emily Barrow, Sabine Vuik, Ara Darzi, Paul Aylin

“…Common risk factors associated with the change of readmission rate were also examined. Methods. The literature search was conducted from 15 February to 15 March 2016 using various databases, such as Medline, Embase, and Web of Science. …”
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Intelligent prediction of thyroid cancer in China based on GBD data and hospital electronic medical records: disease burden analysis combined with multiple machine learning models by Lina Yang, Shixia Zhang, Xinguo Wang, Jianjun Yang, Mengya Chen

“…It comprehensively reveals the disease burden trend of thyroid cancer in China, predicts the mortality rate of thyroid cancer in China, and emphasizes the causal role of high BMI as an important controllable risk factor. …”
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Unmasking insider threats using a robust hybrid optimized generative pretrained neural network approach by P. Lavanya, H. Anila Glory, Manuj Aggarwal, V. S. Shankar Sriram

“…The structure of the proposed approach involves three phases: (1) Chebyshev Graph Laplacian Eigenmaps solver (CGLE) for selecting the user-designated samples by reducing the dimensionality of the data and Insider State clustering via Density-Based Spatial Clustering of Applications with Noise (IS-DBSCAN) (2) The EHI of multi-objective Bayesian optimization for optimizing the sensitive learning rate hyperparameter to ensure the stability of the Adabelief optimized WGAN and improve the quality of the generated adversarial samples. (3) The L2-SP regularization technique effectively fine-tunes the pretrained AGCN, which identifies the user behavioural pattern to detect the insiders. …”
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A STUDY TO ASSESS THE DISTRIBUTION OF SUSPECTED ADVERSE EVENTS FOLLOWING IMMUNISATION REPORTED IN A METROPOLITAN CITY IN INDIA by Sophie Simon, Shalini Rawat, Rohan Sangam, G D Velhal

“…Results: The AEFI reporting rate was calculated as 5.8 per 100000 doses administered per year. …”
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MODERN MOVEMENTS OF THE CRUST SURFACE IN GORNY ALTAI FROM GPS DATA by V. Yu. Timofeev, D. G. Ardyukov, A. V. Timofeev, E. V. Boiko

“…Analyzed are modern movements in the Gorny Altai region outside the Chuya earthquake area.The results of our study show that modern horizontal displacements occur in the NNW direction at the rate of 1.1 mm/yr, which is twice lower than the displacement rate before the earthquake.…”
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Early-stage endometrioid carcinoma with MSH6 protein deficiency: pitfalls in the diagnostic interpretation of microsatellite instability by Cheng Wang, Cheng Wang, Dongni Liang, Dongni Liang, Wei Wang, Wei Wang, Wei Kuang, Wei Kuang, Juan Zou, Juan Zou, Jing Zeng, Jing Zeng, Min Feng, Min Feng

“…This atypical MSI pattern is often overlooked, potentially increasing the risk of underdiagnosis of LS.…”
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Metabolomics Biomarkers in Prediction of Sudden Infant Death Syndrome: The Role of Short Chain Fatty Acids by Maria Aslam, Omer Riaz, Jawaria Aslam, Dost Muhammad Khan, Mustafa Hameed, Muhammad Suleman, Rizwan Shahid, Turke Althobaiti, Naeem Ramzan

“…The models also demonstrated strong classification capabilities, as indicated by a high True Positive Rate (TPR) in the AUC, a low Root Mean Square Error (RMSE) of 0.20, Mean Absolute Error (MAE) of 0.04 and Standard deviation (SD) of 0.10, emphasizing the robustness and precision of the approach. …”
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Nailfold videocapillaroscopy in patients with deficiency of adenosine deaminase 2 (DADA2): a case-control study by Pietro Francesco Bica, Caterina Matucci-Cerinic, Elvis Hysa, Andrea Cere, Silvia Rosina, Stefano Volpi, Roberta Caorsi, Alberto Sulli, Sabrina Paolino, Vanessa Smith, Maurizio Cutolo, Marco Gattorno

“…The capillary density was normal and no scleroderma pattern was found. Between DADA2, RP patients and HC, no significant differences in the rate of each microvascular finding were detected (p values NS). …”
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Altered dynamic functional network connectivity in rheumatoid arthritis associated with peripheral inflammation and neuropsychiatric disorders by Lei Xie, Yanmin Zheng, Zhiduo Hou, Shuhua Ma, Zikai Huang, Jianhua Peng, Shuxin Huang, Ruiwei Guo, Jinzhuang Huang, Zhirong Lin, Zelin Zhuang, Jingjing Yin

“…The Spearman correlation was calculated between aberrant DFC alterations, Montreal Cognitive Assessment (MoCA), Hospital Anxiety and Depression Scale (HAD), C reactive protein (CRP) and erythrocyte sedimentation rate (ESR). Diagnostic efficacy of indicators was assessed using receiver operating characteristic analysis (ROC).Results Three dynamic functional states were identified. …”
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T-cell repertoire correlates with cytokine imbalance in multiple sclerosis patients by Lisa Weidner, Lisa Weidner, Rodolphe Poupardin, Tobias Zrzavy, Sandra Laner-Plamberger, Georg Gratz, Tanja Eichhorn, Viktoria Weber, Paulus S. Rommer, Christof Jungbauer, Christof Jungbauer, Dirk Strunk, Dirk Strunk

“…TCR sequencing revealed more productive rearrangements in CSF of MS and a significantly higher shared clone recovery rate in blood. We found significant associations involving 492 unique sequences and 34 cytokines in blood. …”
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Plasma state monitoring and disruption characterization using multimodal VAEs by Yoeri Poels, Alessandro Pau, Christian Donner, Giulio Romanelli, Olivier Sauter, Cristina Venturini, Vlado Menkovski, the TCV Team, the WPTE Team

“…Subsequently, we can identify continuous indicators for the disruption rate and the disruptivity based on statistical properties of measurement data. …”
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Behavioral Responses of Migratory Fish to Environmental Cues: Evidence from the Heishui River by Jiawei Xu, Yilin Jiao, Shan-e-hyder Soomro, Xiaozhang Hu, Dongqing Li, Jianping Wang, Bingjun Liu, Chenyu Lin, Senfan Ke, Yujiao Wu, Xiaotao Shi

“…A Cox proportional hazards model was applied to identify key abiotic drivers of migration success and to develop a predictive framework. The upstream success rate was notably low (15.6%), with a mean passage time of 438 h, while downstream success reached 81.1%, with an average of 142 h. …”
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Apnea detection using wrist actigraphy in patients with heterogeneous sleep disorders by Xiaoman Xing, Sizhi Ai, Jihui Zhang, Rui Huang, Yaping Liu, Dongming Quan, Jiacheng Ma, Guoli Wu, Jiangen Xu, Yuan Zhang, Hongliang Feng, Wen-fei Dong

“…Wrist actigraphy is a widely-used and energy-efficient tool for respiratory rate estimation. The main challenge in OSA pattern recognition is handling various disturbances in real-world applications. …”
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