Golgi protein 73: charting new territories in diagnosing significant fibrosis in MASLD: a prospective cross-sectional study by Shan Hong, Ziyu Liu, Ping Li, Jing Zhang, Hongshan Wei

“…ObjectivesTo explore the correlation between serum Golgi protein 73 (GP73) levels and the degree of fibrosis in Metabolic dysfunction associated steatotic liver disease (MASLD); to establish a non-invasive diagnostic algorithm based on serum GP73 and liver elasticity.MethodsThis is a prospective cross-sectional study, including 228 patients diagnosed with MASLD from May 2018 to January 2024 at two tertiary hospitals. …”
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Prediction method of gas emission in working face based on feature selection and BO-GBDT by MA Wenwei

“…Dimensionality reduction methods, such as Principal Component Analysis, can reduce computational resources but may alter the original feature structure, leading to a loss of some detailed information in the dataset. …”
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Creating the First Autonomous Systems of Internet in Siberia as a Spatial Diffusion of Innovations by Viktor Ivanovich Blanutsa

“…The proposed algorithm was used to study the spread of innovation in 44 localities (centers of autonomous systems) and 12 regions of Siberia. …”
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Limitation of the current Lin-Weiss-Bisceglia criteria in predicting poor prognosis in oncocytic adrenocortical neoplasms of uncertain malignant potential and oncocytoma diagnosed... by Byung-Chang Kim, HyeJin Han, Douk Kwon, Shin Jeong Pak, Hyeong Rok An, Won Woong Kim, Yu-Mi Lee, Seung Hun Lee, Jung-Min Koh, Jae Lyun Lee, Ki-Wook Chung, Dong Eun Song, Tae-Yon Sung

“…Of the three patients with recurrence, two had tumor necrosis on the final pathology and were classified as malignant by the reticulin algorithm. One patient diagnosed as OANUMP by the LWB criteria had tumor necrosis and was classified as malignant by the reticulin algorithm and Helsinki scoring system. …”
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The role of MRO as an M2 macrophage-associated gene in non-small cell lung cancer: insights into immune infiltration, prognostic significance, and therapeutic implications by Yue Gu, Miaosen Zheng, Jing Xie

“…Single-cell analysis confirmed MRO expression in macrophages. The ESTIMATE algorithm showed positive correlations between MRO expression and immune scores. …”
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Enhancing consistency of AHP-based expert judgements: A new approach and its implementation in an interactive tool by Shimon Frish, Irit Talmor, Omer Hadar, Maxim Shoshany, Aviad Shapira

“…However, achieving a predetermined consistency ratio (CR) threshold is challenging for such problems, which may compromise the reliability of expert evaluations. …”
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Detecting Keratoconus in Adolescents with Anterior Segment Optical Coherence Tomography by Burcu Yücekul, Anika Förster, H. Burkhard Dick, Suphi Taneri

“…Assessing the applicability of an algorithm developed for keratoconus detection in adolescents. …”
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Stability Analysis of Analytical and Numerical Solutions to Nonlinear Delay Differential Equations with Variable Impulses by X. Liu, Y. M. Zeng

“…A stability theory of nonlinear impulsive delay differential equations (IDDEs) is established. Existing algorithm may not converge when the impulses are variable. …”
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THE PLACE OF HYALURONIC ACID PREPARATIONS IN PATIENTS WITH DIFFERENT PHENOTYPES OF KNEE OSTEOARTHRITIS by O. V. Teplyakova

“…The place of Hylan G-F20 inthe treatment algorithm for knee OA is considered, by taking into account different types of the disease.…”
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FORECASTING OF PARAMETRIC RELIABILITY OF HYDRAULIC STEERING BOOSTER OF MOBILE MACHINE by G. A. Mrochek, V. P. Tarasik, T. V. Mrochek

“…An algorithm for forecasting parametric reliability of  hydraulic steering booster during its operation has been developed in the paper. …”
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Adaptive Control of an Inverted Pendulum by a Reinforcement Learningbased LQR Method by Uğur Yıldıran

“…Moreover, the designed controllers may perform poorly if system parameters change. …”
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Computing Hitting Probabilities of Markov Chains: Structural Results with regard to the Solution Space of the Corresponding System of Equations by Hendrik Baumann, Thomas Hanschke

“…In a previous paper, we have shown that forward use of the steady-state difference equations arising from homogeneous discrete-state space Markov chains may be subject to inherent numerical instability. …”
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Network attack detection and visual payload labeling technology based on Seq2Seq architecture with attention mechanism by Fan Shi, Pengcheng Zhu, Xiangyu Zhou, Bintao Yuan, Yong Fang

“…Hence, this article introduced a supervised detection algorithm based on benign samples. Seq2Seq algorithm is been chosen and applied to detect malicious web requests. …”
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TA-RRT*: Adaptive Sampling-Based Path Planning Using Terrain Analysis by Taegeun Oh, Yun-Jae Won, Sungjin Lee

“…While existing RRT*-based algorithms perform node sampling and tree expansion in various ways to optimize path planning, they may still generate inefficient paths in complex terrain environments. …”
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Optimal control of discrete event systems under uncertain environment based on supervisory control theory and reinforcement learning by Yingjun Liu, Fuchun Liu

“…Firstly, we use SCT to gather deliberative planning algorithms with the aim to safe control. Then we convert the supervised system to Markov Decision Process simulation environments that is suitable for optimal algorithm training. …”
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Energy-Efficient Routing Protocol Based on Zone for Heterogeneous Wireless Sensor Networks by Jia Yanfei, Chen Guangda, Zhao Liquan

“…In some applications, they may be randomly distributed in different regions. …”
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Loop-invariant Optimization in the Pifagor Language by Vladimir S. Vasilev, Alexander I. Legalov

“…However, the algorithm for transforming recursive functions may be applied to other programming languages.…”
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Spatial–degree of freedom improvement of interference alignment in multi-input, multi-output interference channels by Yi-bing Li, Xue-ying Diao, Qian-hui Dong

“…Simulation results show that rank minimization interference minimization algorithm can provide more interference-free dimensions for desired signals than other rank minimization methods. …”
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PHEV Routing with Hybrid Energy and Partial Charging: Solved via Dantzig–Wolfe Decomposition by Zhenhua Chen, Qiong Chen, Cheng Xue, Yiying Chao

“…To further evaluate algorithmic performance, an Ant Colony Optimization (ACO) heuristic is introduced for comparison. …”
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Heterogeneous bioinformatic data encryption on portable devices by Hao Chen, Xiayun Hong, Yao Cheng, Xiaotong Wang, Liyan Chen, Xuan Cheng, Juncong Lin

“…In this research, we study how to design the heterogeneous version for AES algorithm, a representative encryption algorithm, on such processor to improve throughput and energy efficiency. …”
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