SNUH methylation classifier for CNS tumors by Kwanghoon Lee, Jaemin Jeon, Jin Woo Park, Suwan Yu, Jae-Kyung Won, Kwangsoo Kim, Chul-Kee Park, Sung-Hye Park

“…Abstract Background Methylation profiling of central nervous system (CNS) tumors, pioneered by the German Cancer Research Center, has significantly improved diagnostic accuracy. …”
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Integrating Machine Learning and Deep Learning for Predicting Non-Surgical Root Canal Treatment Outcomes Using Two-Dimensional Periapical Radiographs by Catalina Bennasar, Antonio Nadal-Martínez, Sebastiana Arroyo, Yolanda Gonzalez-Cid, Ángel Arturo López-González, Pedro Juan Tárraga

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An explainable GeoAI approach for the multimodal analysis of urban human dynamics: a case study for the COVID-19 pandemic in Rio de Janeiro by David Hanny, Dorian Arifi, Steffen Knoblauch, Bernd Resch, Sven Lautenbach, Alexander Zipf, Antonio Augusto de Aragão Rocha

“…We introduce a feature selection algorithm based on Chatterjee’s Xi measure of dependence to identify relevant features on an Área Programática da Saúde (health area) and city-wide level. …”
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O2O-PLB: A One-to-One-Based Optimizer With Priority and Load Balancing Mechanism for Resource Allocation in Fog-Cloud Environments by V. C. Bharathi, S. Syed Abuthahir, Monelli Ayyavaraiah, G. Arunkumar, Usama Abdurrahman, Sardar Asad Ali Biabani

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Evaluation of a novel elbow joint torque measurement device in healthy subjects and stroke patients: a randomized trial by Qingqin Xu, Mengxuan Hu, Lei Li, Shi Chen, Bo Liu, Jianwei Lu, Hemu Chen

“…In response to existing research limitations, this study introduces the innovative elbow joint torque measurement device (EJTMD), which concurrently measures muscle strength and active range of motion (AROM) using a five-bar linkage system governed by a sliding mode control algorithm. …”
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A novel model for predicting immunotherapy response and prognosis in NSCLC patients by Ting Zang, Xiaorong Luo, Yangyu Mo, Jietao Lin, Weiguo Lu, Zhiling Li, Yingchun Zhou, Shulin Chen

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The Efficiency of Complex Differential Treatment of the Patients with Systemic Lupus Erythematous Considering the Features of Bone Tissue Structure Remodeling by Abrahamovych U., Tsyhanyk L., Abrahamovych O., Farmaha M., Romaniuk O.

“…The efficiency of treatment presupposed a “subjective” evaluation, namely filling in the application of the surveys of LQ – MOS 36-Item Short-Form Healh Survey (SF-36) with statistically processed data in both groups as well as”objective”, the so-called evaluation made by the researcher of clinical and instrumental indices of the patients to and after the course of treatment having compared the data. …”
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Comparison of Machine Learning Models for Sentiment Analysis of Big Turkish Web-Based Data by Cemile Gökçe Özmen, Selim Gündüz

“…The algorithms were evaluated with comparative analysis using accuracy, precision, recall, and f-1 score metrics. …”
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Impact of ESPGHAN no-biopsy strategy on the outcome of celiac disease treatment in children by Iulia Enache, Iulia Enache, Mariana Jinga, Mariana Jinga, Alexandra Palaga, Daniel Vasile Balaban, Daniel Vasile Balaban, Felicia Galos, Felicia Galos, Dhea-Maria Macovei, Alina Popp, Alina Popp, Alina Popp

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Oral contrast-enhanced ultrasonographic features and radiomics analysis to predict NIH risk stratification for gastrointestinal stromal tumors by Fan Yang, Fan Yang, Fan Yang, Fan Yang, Chun-wei Liu, Dai Zhang, Dai Zhang, Dai Zhang, Dai Zhang, Hai-Ling Wang, Hai-Ling Wang, Hai-Ling Wang, Hai-Ling Wang, Xi Wei, Xi Wei, Xi Wei, Xi Wei, Mo Yang, Mo Yang, Mo Yang

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Is cardiovascular risk profiling from UK Biobank retinal images using explicit deep learning estimates of traditional risk factors equivalent to actual risk measurements? A prospec... by Kohji Nishida, Ryo Kawasaki, Yiming Qian, Liangzhi Li, Yuta Nakashima, Hajime Nagahara

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Hyperspectral Inversion of Soil Cu Content in Agricultural Land Based on Continuous Wavelet Transform and Stacking Ensemble Learning by Kai Yang, Fan Wu, Hongxu Guo, Dongbin Chen, Yirong Deng, Zaoquan Huang, Cunliang Han, Zhiliang Chen, Rongbo Xiao, Pengcheng Chen

“…This suggests that the integrated algorithm demonstrates a greater robustness and generalization capability. …”
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Immunogenic cell death-related genes as prognostic biomarkers and therapeutic insights in uterine corpus endometrial carcinoma: an integrative bioinformatics analysis by Tianfei Yi, Zhenglun Yang, Peng Shen, Yan Huang

“…While ICD systems have been widely adopted in oncological research, their specific utilization for Uterine Corpus Endometrial Carcinoma (UCEC) investigations has received comparatively little attention.MethodsThe ICD score was assessed using single-sample gene set enrichment analysis (ssGSEA). …”
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Spatial Semantic Expression of Terrain Viewshed: A Data Mining Method by Cheng Zhang, Yiwen Wang, Haozhe Cheng, Wanfeng Dou

“…With the rapid development of geographic information technology, the expression of topographical spatial semantic relationships has become a research hotspot in the field of intelligent geographic information systems. …”
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استعمال طريقة النقطة الصفرية لحل مشكلة النقل by سميرة خليل ابراهيم, عفراء عباس

“…المصطلحات الاساسية للبحث: طريقة النقطة الصفرية, تقليل الوقت, الحل الأمثل. Abstract The research aims to solve the transportation problem by reducing the time allocated for transportation, and the transfer of goods from supply centers to demand centers, using easy to understand and application algorithm for decision-makers by providing the best solution for a variety of production distribution problems. …”
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Burden of Glucocorticoid Use and Risk of Toxicities Among Patients with Immunoglobulin-G4-Related Disease: A Retrospective US-Based Claims Study by Zachary S. Wallace, Jenny Y. Park, Elizabeth Serra, Patrick Gagnon-Sanschagrin, Annie Guérin, Kristina Patterson, Haridarshan Patel, Vikesh K. Singh

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Hybrid Model for 6G Network Traffic Prediction and Wireless Resource Optimization by Mohammed Anis Oukebdane, A. F. M. Shahen Shah, Md Baharul Islam, John Ekoru, Milka Madahana

“…Large-scale 6G traffic data with varied channel conditions and user scenarios was used to validate the model. An algorithm is presented to describe the training process of the proposed hybrid model. …”
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An analysis of cyclonic dominant patterns on cold period precipitation in the mid-western of Iran by Rastegar Mohammadi, mohammad saligheh, Mohammad Hossein Naserzadeh, Mehri Akbari

“…Subsequently, a cyclonic center extraction algorithm was applied to identify cyclonic centers from the geopotential height data, based on the conditions that the geopotential height is at a minimum and the geopotential gradient is at a maximum. …”
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Impact of classical homocystinuria on health care resource utilization and costs in the United States: A retrospective cohort study by Mahim Jain, Mehul Shah, Kamlesh M. Thakker, Andrew Rava, Agness Pelts Block, Colette Ndiba-Markey, Lionel Pinto

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Dynamic Vehicle Routing Problems with Enhanced Ant Colony Optimization by Haitao Xu, Pan Pu, Feng Duan

“…In the experiment, the results for different scale problems are compared to those of previously published papers. Experimental results show that the algorithm is feasible and efficient.…”
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