A Decision-Making Model for Autonomous Vehicles Considering Pedestrian’s Time Pressure Based on Game Theory and Reinforcement Learning by Qing-Feng Lin, Heng-Yu Xue, Yang Lyu, Qing-Kun Li, Ju-Shang Ou

“…Then, leveraging game theory, we established a pedestrian crossing decision-making model considering pedestrian heterogeneity evoked by time pressure (TP). A reward function was developed to enhance driving performance by combining safety, efficiency, and comfort. …”
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Paying attention to distortion: improving the accuracy of multistep-ahead carbon price forecasting with shape and temporal criteria by Tong Niu, Yuan Chen, Tao Li, Shaolong Sun, Weigang Zhao, Mingjian Cui, Jiakang Wang, Shiyu Han, Jiujiang Li, Yunkai Zhai

“…However, current state-of-the-art carbon price forecasting models, which are trained primarily via the mean squared error loss function, struggle to deliver precise and timely forecasts. …”
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Research on Fault Feature Extraction Method for Hydroelectric Generating Unit Based on Improved FMD and CDEI by Tao Wu, Haipeng Gong, Zaiming Geng, Jian Deng, Fang Yuan

“…By improving the FMD algorithm, the objective function for selecting modal components during the FMD decomposition process is set as the CDEI, which can measure the sensitivity of fault features, thereby enhancing the distinguishability of the obtained fault features. …”
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Application of the JAYA Algorithm in Solving the Problem of the Optimal Coordination of Overcurrent Relays in Single- and Multi-Loop Distribution Systems by Abdul Wadood, Saeid Gholami Farkoush, Tahir Khurshaid, Jiang-Tao Yu, Chang-Hwan Kim, Sang-Bong Rhee

“…To ensure a safe and trustworthy pattern in contradiction to the possible faults, a precise, reliable, and fast relaying strategy is of high importance in an electrical power system. …”
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Evaluation of comorbidity burden on disease progression and mortality in patients with interstitial pneumonia with autoimmune features: A retrospective cohort study. by Elena K Joerns, Michelle A Ghebranious, Traci N Adams, Una E Makris

“…However, only CCI was associated with shorter time to lung transplant/death in analyses adjusted for age, sex, pulmonary function, and radiographic pattern of lung lesion.<h4>Conclusions</h4>CCI and RDCI may be useful tools in assessing prognosis in patients with IPAF in terms of both lung disease progression and mortality. …”
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Hybrid mechanism‐data‐driven iron loss modelling for permanent magnet synchronous motors considering multiphysics coupling effects by Lin Liu, Wenliang Yin, Youguang Guo

“…Subsequently, a convolutional neural network (CNN) algorithm is employed to perform deep learning to extract features and patterns from the data. By defining a suitable loss function, the pre‐trained model was fine‐tuned and optimised using a small amount of actual data. …”
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Central Hemodynamics and Intracranial and Cerebral Perfusion Pressures in Acute Cerebral Circulatory Disorders by K. V. Lukashev, A. Z. Valiakhmedov, Yu. A., Churlyaev, L. Yu. Redkokasha, T. I. Borshchikova, P. G. Sitnikov, T. P. Aikina

“…Conclusion. Thus, the pattern of CH disorders depends on the type of ACCD. …”
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Identification and expression analysis of myo-inositol oxygenase gene family in Brassica napus L. by CHEN Shubing, XU Zishu, HUANG Qian, ZHANG Hui, ZHANG Kangni, DUAN Yi, SUN Yue’e, ZHOU Weijun, XU Ling

“…In this study, the genome-wide identification and expression pattern analysis of the MIOX family gene in Brassica napus L. …”
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Coupled Vibration Mathematical Model of Special-Shaped Column Structure Considering Ground Rotation Effects by Zongbo Hu, Jianyang Xue

“…The natural vibration frequency of the structure considering ground rotation effects is a function of relative eccentricity; the period ratio of translation to torsion caused by ground rotation; and the period ratio of translation to torsion when considering only eccentric torsion. …”
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RESOURCE USE EFFICIENCY OF TEMPERATE SILK COCOONS IN NORTH-WESTERN HIMALAYAN REGION OF KASHMIR VALLEY, JAMMU AND KASHMIR, INDIA by Ruyida MUSHTAQ, Tariq Ahmed RAJA, Abida FAYAZ, Harmeet SINGH, Pervez AHMED, Mushtaq Rasool MIR, Rajesh YADAV

“…Descriptive statistics and Cobb Douglas production function analysis were used to conduct this study's analysis. …”
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Liver Injury Induced by Peumus boldus with Fatal Outcome. Case Report by Emmanuel Reyes-Ferreira, Hugo E. González-Chávez, Karen S. Arrazola-Mendoza, Francisco De la Peña-Camacho, Luis H. Vargas-Torrescano, Jorge L. Castrejón-Mora

“…During her hospital stay, she showed a tendency to hypotension, without adequate response to vasopressor treatment, with clinical and laboratory evidence of renal function deterioration, and worsening liver function parameters with BT of 22.1 mg/dl, DB 20.5 mg/dl, IB 1.6 mg/dl, ALT 64 U/L, ALP 188 U/L, Platelets 59,000 cells/mm3, PT 27.5 seconds, and INR 2.54. …”
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Association between sulfur microbial diet and the risk of dementia: a large-scale prospective cohort study by Jigen Na, Celi Yang, Muzi Na, Xiaona Na, Yuefeng Tan, Xiaojin Shi, Zhihui Li, John S. Ji, Ai Zhao

“…Abstract Background The sulfur microbial diet (SMD), a dietary pattern linked to sulfur-metabolizing gut bacteria, has been associated with metabolic disorders. …”
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Microbiota Associated With Ototyphlonemertes Species (Nemertea, Hoplonemertea, Monostilifera, Ototyphlonemertidae) Reveal Evidence of Phylosymbiosis by Francesca Leasi, Ester M. Eckert, Jon L. Norenburg, W. Kelley Thomas, Joseph L. Sevigny, Jeffrey A. Hall, Herman H. Wirshing, Diego Fontaneto

“…However, the generality of the existence of such a pattern has been questioned in many animals across the tree of life, including small‐sized aquatic invertebrates. …”
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Molecular signatures diversity unveiled through a comparative transcriptome analysis of longissimus dorsi and psoas major muscles in Hanwoo cattle by Sunirmal Sheet, Sun Sik Jang, Jin-A. Lim, Woncheoul Park, Dahye Kim

“…Our findings validate the presence of a muscle-dependent transcription and co-expression pattern that elucidates the transcriptional landscape of bovine skeletal muscle.…”
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Digital Rectal Examination Is a Valuable Bedside Tool for Detecting Dyssynergic Defecation: A Diagnostic Study and a Meta-Analysis by Jie Liu, Chaolan Lv, Yizhou Huang, Ying Wang, Dandan Wu, Cong Zhang, Chenyu Sun, Wei Wang, Yue Yu

“…A total of 218 chronic constipation patients who fulfilled the Rome IV diagnostic criteria for functional constipation (FC) and underwent a standardized DRE and high-resolution anorectal manometry (HRAM) test were enrolled in this study. …”
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Bladder endometriosis in a patient with undirected manifestations: a case report by Kenana Tawashi, Ahmad Abdul Hakim Alhamid, Hadi Alabdullah, Malek Belal, Mohammed Nazem Almassri, Mohamad Yasin Lutfi

“…Abstract Background Endometriosis is defined as the presence of functional glands and stroma of the uterus outside its cavity. …”
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Calculating willingness-to-pay with discrete cost and random coefficients in discrete choice experiments by Clarence Ong, Alex R. Cook, Ker-Kan Tan, Yi Wang

“…Adding a quadratic cost term only partially solved the problem, as the quadratic functional form may not capture the sharp change in preference for cost at low-cost levels. …”
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Uncovering glycolysis-driven molecular subtypes in diabetic nephropathy: a WGCNA and machine learning approach for diagnostic precision by Chenglong Fan, Guanglin Yang, Cheng Li, Jiwen Cheng, Shaohua Chen, Hua Mi

“…Results Eleven GRGs showed abnormal expression in DN samples, leading to the identification of two distinct glycolysis clusters, each with its own immune profile and functional pathways. The analysis of the GSE142153 dataset showed that these clusters had specific immune characteristics. …”
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Identification of two new GRAS transcription factors and expression analysis of these genes in Chenopodium quinoa by Xinwen Hou, Xinwen Hou, Shuwei Wang, Shuwei Wang, Shanmin Zhou, Weizhong Liu, Weizhong Liu

“…CqGRAS1 and 19 were most sensitive to low temperatures, H2O2 treatment highly induced the expression of CqGASS20, and Na2CO3 treatment highly induced the expression of CqGRAS23. After conducting tissue quantification, we found that some CqGRAS genes exhibit tissue-specific expression patterns, with CqGRAS19 and 45 being highly expressed in stems and CqGRAS3 and 32 being highly expressed in leaves. …”
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The Potential Biological Roles and Clinical Significance of Anaphase-Promoting Complex Subunit 1 in Colorectal Cancer by Yi Chen MD, Yu-Xing Tang MD, Da-Tong Zeng MD, Jia-Ying Wen MD, Yan-Ting Zhan MD, Dong-Ming Li MD, Rong-Quan He MD, Zhi-Guang Huang MD, Yu-Zhen Chen MD, Qiu-Yu Wei MD, Gang Chen PhD, Yu-Lu Tang MD, Hui Li MD

“…Materials and methods This study integrated 2329 mRNA expression data, single-cell RNA sequencing (scRNA-seq), and internal immunohistochemistry of 416 tissue samples to comprehensively evaluate the abnormal expression pattern of ANAPC1 in CRC. It also incorporated evidence from immune infiltration analysis, functional enrichment analysis, and weighted gene co-expression network analysis to explore the biological behaviour of ANAPC1 in CRC. …”
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