Emodin Ameliorates Intestinal Dysfunction by Maintaining Intestinal Barrier Integrity and Modulating the Microbiota in Septic Mice by Mina Zhang, Bo Lian, Rui Zhang, Yuhong Guo, Jingxia Zhao, Shasha He, Yunjing Bai, Ning Wang, Yan Lin, Xuerui Wang, Qingquan Liu, Xiaolong Xu

“…Moreover, data according to functional prediction showed that emodin decreased the abundance of potential pathogenic bacteria in gut. …”
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A Machine Learning Approach for the Autonomous Identification of Hardness in Extraterrestrial Rocks from Digital Images by Shuyun Liu, Haifeng Zhao, Zihao Yuan, Liping Xiao, Chengcheng Shen, Xue Wan, Xuhai Tang, Lu Zhang

“…This research proposes a machine-learning approach to predict extraterrestrial rock hardness using morphological features. …”
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Key oncogenes and candidate drugs for hepatitis-B-driven hepatocellular carcinoma progression by Liqin Ruan, Ningbo Fang, Xinhua Zhao, Weili Chen, Zhaoping Wu, Xiaoyong Wu

“…Using the 8 HB-LC genes, we constructed prognostic models for survival prediction of HBV positive patients with LIHC and performed enrichment analysis, interaction analysis, immune infiltration analysis, and potential drug digging from the GTRP and GDSC databases. …”
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Big Data-Based Boring Indexes and Their Application during TBM Tunneling by Shuangjing Wang, Yujie Wang, Xu Li, Lipeng Liu, Hai Xing, Yunpei Zhang

“…Subsequently, the defined boring indexes are verified using performance prediction of 291 cyclic tunneling processes. Finally, a preliminary application of support measure suggestions is conducted using the statistical features of boring indexes, where certain criteria are proposed and verified. …”
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On Ve-Degree and Ev-Degree Topological Properties of Hyaluronic Acid‐Anticancer Drug Conjugates with QSPR by Syed Ajaz K. Kirmani, Parvez Ali, Faizul Azam, Parvez Ahmad Alvi

“…Recently introduced ve-degree and ev-degree topological indices have been successfully employed for development of models for the prediction of various biological activities/properties. …”
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The Effect of Task Cognitive Difficulty on Perceptual-Cognitive Indicators: Evidence on the Relationship Between Challenge Point Framework (CPF) and Cognitive Development in Table... by Taghi MM, Aghdaei M, Farsi A, Badicu G, de Sousa Fernandes MS, Yagin FH, Ardigò LP

“…But there was no significant difference between the groups.Discussion: These findings suggest that cognitive task difficulty, much like functional difficulty, aligns with predictions from the CPF, enhancing executive control and cognitive effort, and thereby supporting motor learning.Conclusion: Cognitive difficulty, like functional difficulty, takes advantage of the challenge point framework and improves cognitive–cognitive indicators.Keywords: task difficulty, attention networks, cognitive effort, challenge point, table tennis…”
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Parameter Uncertainty Analysis for Streamflow Simulation Using SWAT Model in Nashe Watershed, Blue Nile River Basin, Ethiopia by Megersa Kebede Leta, Dessalegn Geleta Ebsa, Motuma Shiferaw Regasa

“…The hydrological model is an important tool in water resource management, allocation, and prediction. However, the hydrological models are subject to the uncertainty resulting from different sources of errors involved in the large number of parameters. …”
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Systematic Evaluation of Satellite-Based Rainfall Products over the Brahmaputra Basin for Hydrological Applications by Sagar Ratna Bajracharya, Wahid Palash, Mandira Singh Shrestha, Vijay Ratan Khadgi, Chu Duo, Partha Jyoti Das, Chhimi Dorji

“…Estimation of the flow generated in the Brahmaputra river basin is important for establishing an effective flood prediction and warning services as well as for water resources assessment and management. …”
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Deep learning and radiomics for gastric cancer serosal invasion: automated segmentation and multi-machine learning from two centers by Hui Shang, Tao Feng, Dong Han, Fengying Liang, Bin Zhao, Lihang Xu, Zhendong Cao

“…The clinical features, radiomic features, and deep learning features were organized and integrated, and five machine learning methods were employed to develop 15 predictive models. Ultimately, the model exhibiting superior performance was presented in the form of a nomogram. …”
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Finite Element Analysis of Fluid Flow through the Screen Embedded between Parallel Plates with High Reynolds Numbers by Abid A. Memon, Hammad Alotaibi, M. Asif Memon, Kaleemullah Bhatti, Gul M. Shaikh, Ilyas Khan, A. A. Mousa

“…Because of the linear relationship between the optimum velocities and the Reynolds number, applying the linear regression method, we will estimate the linear equation so that future prediction and judgment can be done. The validity of results is doing with the asymptomatic solution for stream-wise velocity at the outlet of the channel with screens available in the literature. …”
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Research on Multiattribute Comprehensive Evaluation of Intelligent Judicial Decision System by Gang Zhao, Jifa Wang, Huibin Shi

“…The essence of the system is automatic text classification. The system can predict the judgment result according to the previous prediction and can also provide support for judicial judgment and individual litigation. …”
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Enhanced multifaceted model for plasmon-driven Schottky solar cells with integrated thermal effects by Brahim Aïssa, Ahmer A. Baloch, Adnan Ali, Anirban Mitra

“…Enhanced energy yield maps confirm the model’s predictions, showing improved outputs globally, especially in sunny regions with potential annual energy yield gains up to 80 kWh/m2.…”
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Indirect Comparison Showed Survival Benefit from Adjuvant Chemoradiotherapy in Completely Resected Gastric Cancer with D2 Lymphadenectomy by Qiong Yang, Ying Wei, Yan-Xian Chen, Si-Wei Zhou, Zhi-Min Jiang, De-Rong Xie

“…Molecular biomarker might be a promising direction in the prediction of clinical outcome to postoperative chemoradiotherapy, which warranted further study.…”
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GLIM criteria for definition of malnutrition in peritoneal dialysis: a new aspect of nutritional assessment by Dao Wang, Jun Yin, Wen Liao, Xiaoran Feng, Fengping Zhang

“…The area under the curve of GLIM predicting 5-year mortality was 0.65 (0.62–0.68, p < 0.001). …”
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The Kerlan-Jobe Orthopaedic Clinic Shoulder & Elbow Score used as a Patient-Reported Outcome Measure for the Youth and High School Aged Baseball Athlete by Ryan Monti, Alicia Fernandez-Fernandez

“… # Hypothesis/Purpose To (1) determine if the scores on the KJOC are different between those throwing with and without pain in male youth and high school-aged baseball athletes, and (2) establish a prediction score for whether a young baseball athlete is throwing with symptoms…”
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Risk factors and preventive measures for abnormal blood pressure during hemodialysis filtration for patients with sepsis by Zhang Chunfang, Lin Tingting, Xia Yu, Zhang Daowei

“…A nomogram model for prediction was constructed based on the results of multivariate analysis, and its discrimination and consistency were assessed using receiver operating characteristic and calibration curves. …”
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Results of a study on combustion of solids in an enclosed volume by T. P. Makarova, A. N. Baturo, Yu. N. Bezborodov

“…The results obtained can be used as estimates for building prediction models of fire development in enclosed storage rooms, as well as for assessing the fire hazard of substances when burning in an enclosed volume.…”
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Zone Specific Fractal Dimension of Retinal Images as Predictor of Stroke Incidence by Behzad Aliahmad, Dinesh Kant Kumar, Hao Hao, Premith Unnikrishnan, Mohd Zulfaezal Che Azemin, Ryo Kawasaki, Paul Mitchell

“…A new methodology to measure FD of a specific zone in retinal images has been developed and tested as a marker for stroke prediction. Higuchi’s fractal dimension was measured in circumferential direction (FDC) with respect to optic disk (OD), in three concentric regions between OD boundary and 1.5 OD diameter from its margin. …”
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Genome-wide identification and expression analysis of GRAS transcription factors under cold stress in diploid and triploid Eucalyptus by Jiannan Liu, Hao Chen, Chenhe Li, Kang Du, Jun Yang

“…Cis-acting element analysis predicted that EgrGRAS genes are involved in the growth as well as the response to hormones, light induction, and low-temperature stress. …”
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Comparing Assisted Reproductive Outcomes in Women with Different Polycystic Ovary Syndrome Phenotypes Undergoing Frozen Embryo Transfer by Anubhuti Patel, Anviti Saraf, Vyshnavi A. Rao, Kamini A. Rao

“…Background: Patients with polycystic ovarian syndrome (PCOS) have unique characteristics depending on its phenotype. Therefore, prediction of controlled ovarian stimulation (COS) response and assisted reproductive technique (ART) outcome in these becomes challenging. …”
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