Traditional Chinese Medicine treatment for postoperative axial symptoms of cervical spondylotic myelopathy: a systematic review by Ling Li, Xuhao Liu, Yuanwei Dong, Xiaolong Yang, Jinwen Zou, Liangjuan Ren, Tiannan Liao, Xin Gou

“…After identifying and screening all randomised controlled trials focused on TCM for postoperative AS of CSM, the two investigators will conduct a meta-analysis of the included studies. The results will be summarised as the risk ratio for binary data and the standardised or weighted average difference for continuous data.Ethics and dissemination Ethical approval is not required since this review does not involve individual patient data. …”
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National-scale tree species mapping with deep learning reveals forest management insights in Germany by Yang Mu, Jianhua Guo, Muhammad Shahzad, Xiao Xiang Zhu

“…However, mapping species over large areas with satellite data is challenging due to spectral mixing and complex spatial distribution. …”
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A Novel Hybrid Approach to Forecasting Crude Oil Prices Using Local Mean Decomposition, ARIMA, and XGBoost by Jawaria Nasir, Muhammad Aamir, Soofia Iftikhar, A. B. Albidah, Ohud A. Alqasem, Maysaa E. A. Elwahab, Ilyas Khan, Wei Sin Koh

“…The data is modeled using an LMD-SD-ARIMA-XGBOOST hybrid recurrent network when the nonlinearity is considered, and the residual values are forwarded to the XGBOOST model. …”
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Measurement report: In-depth characterization of ship emissions during operations in a Mediterranean port by L. Le Berre, L. Le Berre, L. Le Berre, B. Temime-Roussel, G. M. Lanzafame, B. D'Anna, N. Marchand, S. Sauvage, S. Sauvage, M. Dufresne, L. Tinel, T. Leonardis, J. Ferreira de Brito, A. Armengaud, G. Gille, L. Lanzi, R. Bourjot, H. Wortham

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MEDIA PEMBELAJARAN MAPAN (MATERI PERKALIAN DAN PEMBAGIAN PECAHAN) BERBASIS S.ID MICROSITE UNTUK SEKOLAH DASAR by Afrah Anwar, Khusnul Khotimah, Iksam Iksam

“…Based on data analysis, the researcher found that s.id microsite-based mapan learning media has advantages in linguistic aspects and usability. …”
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Evaluating the Efficiency of Energy Consumption in Dairy Cattle Breeding Unit Using Statistical and ANFIS Methods by Ostvar Saeed, Shahgholi Gholamhossein, Chekan Ahmad Moradi, Moinfar Abdolmajid, Szymanek Mariusz

“…According to the results of data analysis, the average energy required for raising cattle during a one-year period was 52,604.52 MJ∙cow−1. …”
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Enhancing Thyroid Nodule Assessment With UTV-ST Swin Kansformer: A Multimodal Approach to Predict Invasiveness by Yufang Zhao, Yue Li, Yanjing Zhang, Xiaohui Yan, Guolin Yin, Liping Liu

“…By analyzing ultrasound video features using the Video Swin Transformer and clinical data using a text analysis module based on the KAN network, and then fusing these features, the model achieves a classification accuracy of 82.1% and an average AUC of 94.2%. …”
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Computer-Aided Brain Tumor Diagnosis: Performance Evaluation of Deep Learner CNN Using Augmented Brain MRI by Asma Naseer, Tahreem Yasir, Arifah Azhar, Tanzeela Shakeel, Kashif Zafar

“…To improve the performance of the model and to make it sustainable for totally unseen data, different geometric data augmentation techniques, along with statistical standardization, are employed. …”
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Optimizing Pre-Trained Code Embeddings With Triplet Loss for Code Smell Detection by Ali Nizam, Ertugrul Islamoglu, Omer Kerem Adali, Musa Aydin

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Mapping global urban inequality under climate change and its interaction with sustainable development by Yinshuai Li, Nan Jia, Zhan Zhang, Jie Cheng, Wen Song, Lingbo Liu, Shuming Bao, Lilin Zheng, Ruishan Chen

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Was Aristotle right about moral decision-making? Building a new empirical model of practical wisdom. by Shane McLoughlin, Stephen Thoma, Kristján Kristjánsson

“…In Study 1c, the SPM demonstrated strong test-retest reliability over two months. Study 2 used network analysis to uncover interrelations among the components, allowing for the creation of a new and empirically driven neo-Aristotelian model of phronesis. …”
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The Extended Flexor Carpi Radialis Approach for Distal Radius Fracture Fixation: A Prospective Study by Sulaiman Alrefai, MD, Dionne Hsu, MD(c), Jonathan Persitz, MD, Atefeh Noori, PhD, Andrea Chan, MD, FRCSC, Ryan Paul, MD, FRCSC

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Evaluating the effects of volume censoring on fetal functional connectivity by Jung-Hoon Kim, Josepheen De Asis-Cruz, Kevin M. Cook, Catherine Limperopoulos

“…Like older age groups such as neonates and adults, combining regression and censoring techniques is recommended for large-scale FC analysis, e.g., network-based analysis, for fetuses.…”
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A real-time medical cartography of epidemic disease (Nodding syndrome) using village-based lay mHealth reporters. by Raquel Valdes Angues, Austen Suits, Valerie S Palmer, Caesar Okot, Robert A Okot, Concy Atonywalo, Suzanne K Gazda, David L Kitara, Moka Lantum, Peter S Spencer

“…Data submitted for analysis in the USA and Uganda remotely pinpointed the household location and number of NS deaths, injuries, newly reported cases of head nodding (n = 22), and the presence or absence of anti-seizure medication.…”
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Simulation and reconstruction of parameters of streamflow and glacier mass balance in the Northern Caucasus by V. G. Konovalov

“…And for this data we study a relationship with meteorological parameters which are measured at a non-regular observational network whose spatial representativeness is unknown. …”
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Rhaponticin inhibits the proliferation, migration, and invasion of head and neck squamous cell carcinoma (HNSCC) cells through modulation of the IL6/STAT3 signaling pathway by Hongcheng Wei, Shanshan Wang, Jiayue Wan, Sicheng Li, Wei Wang, Jiajun Zhu, Lin Jiang, Yisen Shao, Yuan Wu

“…Based on the average expression level of IL-6, we classified the samples into high-expression and low-expression groups and conducted survival analysis. …”
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Effective Estimation of Hourly Global Solar Radiation Using Machine Learning Algorithms by Abdurrahman Burak Guher, Sakir Tasdemir, Bulent Yaniktepe

“…In the present study, the Multilayer Feed-Forward Neural Network (MFFNN), K-Nearest Neighbors (K-NN), a Library for Support Vector Machines (LibSVM), and M5 rules algorithms, which are among the Machine Learning (ML) algorithms, were used to estimate the hourly average solar radiation of two geographic locations on the same latitude. …”
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Effects of track and rolling stock interaction on track condition and maintenance by Oleg A. Suslov

“…The analysis of distribution parameters showed large variation (45–55% for average values and up to 300 % for dispersions). …”
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PREDICTION SYSTEM FOR THE AMOUNT OF SUGAR PRODUCTION USING ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM by Ahmad Kamsyakawuni, Walidatush Sholihah, Abduh Riski

“…ANFIS is a combined method of two systems, namely a fuzzy logic system and an artificial neural network system. This research consists of data collection, ANFIS system design, ANFIS training, ANFIS testing, accuracy calculation, and result analysis. …”
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Efficient multi-station air quality prediction in Delhi with wavelet and optimization-based models. by Lakshmi Sankar, Krishnamoorthy Arasu

“…Hourly air quality and meteorological data were gathered from six monitoring sites from June 2018 to October 2019. …”
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