Assessing dengue forecasting methods: a comparative study of statistical models and machine learning techniques in Rio de Janeiro, Brazil by Xiang Chen, Paula Moraga

“…Ensemble approaches that integrated the top performing methods were also considered. The evaluated methods also incorporated lagged climatic variables to account for delayed effects. …”
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An Online Tool for Correcting Performance Measures of Electronic Phenotyping Algorithms for Verification Bias by Ajay Bhasin, Sue Bielinski, Abel N. Kho, Nicholas Larson, Laura J. Rasmussen-Torvik

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Hereditary angioedema diagnosis evaluation score (HADES): A new clinical scoring system for predicting hereditary angioedema with C1 inhibitor deficiency by Ricardo Zwiener, MD, Rafael Zamora, MD, Carlos María Galmarini, MD, PhD, Laura Brion, PhD, Laura Arias, MD, Andrea Pino, MD, Paula Rozenfeld, PhD

“…Methods: The HADES (HAE diagnosis evaluation score) study used a nationwide retrospective cohort of individuals with suspected HAE-C1INH in Argentina. …”
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Evaluation of Inflammatory Markers and Clinical Outcomes in COVID-19 Patients with Concurrent <i>Clostridioides difficile</i> Infection: A Comparative Cohort Analysis by Flavia Ignuta, Adrian Vlad, Teodor Cerbulescu, Stana Loredana, Felix Bratosin, Ovidiu Rosca, Lavinia Stelea, Daciana Nistor

“…This study aimed to evaluate the inflammatory status and clinical outcomes of patients hospitalized with COVID-19, with and without <i>C. difficile</i> co-infection, and to identify the inflammatory markers most predictive of severe disease. …”
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Evaluation of Ground Displacements Caused by Installing Jet Grouted Columns Using Machine Learning Methods by Zhi-Feng Wang, Xing-Bin Peng, Yong Liu, Wen-Chieh Cheng, Ya-Qiong Wang, Chao-Jun Wu

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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

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Using machine learning methods for long-term technical and economic evaluation of wind power plants by Ali Omidkar, Razieh Es'haghian, Hua Song

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Comparative Evaluation of Preprocessing Methods for MobileNetV1 and V2 in Waste Classification by Aulia Afifah, Endah Ratna Arumi, Maimunah Maimunah, Setiya Nugroho

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Comprehensive evaluation of methods for identifying tissues or cell types of origin of the plasma cell-free transcriptome by Tingyu Yang, Yulong Qin, Shuo Yan, Sijia Guo, Jinghua Sun, Jiayi Huang, Jiayi Li, Qing Zhou, Xin Jin, Wen-Jing Wang

“…We also evaluated the methods’ accuracy on real plasma cfRNA data by analyzing the correlation between the predicted cell proportions and the corresponding clinical indicators. …”
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CONTEMPORARY METHODS FOR MYOCARDIAL FUNCTION EVALUATION IN PATIENTS WITH HYPERTROPHIC CARDIOMYOPATHY BEFORE AND AFTER SURGICAL TREATMENT by E. Yu. Van, T. Yu. Kulagina, E. V. Berezina, Yu. V. Frolova, S. A. Abugov, S. L. Dzemeshkevitch

“…To invent and qualify a diagnostic algorhythm for systolic and diastolic myocardium function evaluation in the left ventricle in patients with hypertrophic cardiomyopathy before and after surgical treatment.Material and methods. …”
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Portable lactate analyzer for measuring lactate in cerebrospinal fluid (CSF) and plasma ? method-comparison evaluations by Sérgio Monteiro de Almeida, Jennifer Marquie-Beck, Archana Bhatt, Scott Letendre, Allen McCutchan, Ron Ellis

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Comparison between the NASCET method and subjective visual impression in the evaluation of internal carotid artery stenosis by Py Marco Oliveira, André Charles, Azevedo Feliciano Silva de

“…The degree of stenosis in both sides (symptomatic and asymptomatic) were evaluated by the same neuro-radiologist who gave his SVI and applied the NASCET method immediately after. …”
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Preliminary study on guideline on soil health quality index of fluorine and method of its evaluation in China by LI Jing, XIE Zheng-miao, XU Jian-ming, WU Wei-hong

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Lokomat-Assisted Robotic Rehabilitation in Spinal Cord Injury: A Biomechanical and Machine Learning Evaluation of Functional Symmetry and Predictive Factors by Alexandru Bogdan Ilies, Cornel Cheregi, Hassan Hassan Thowayeb, Jan Reinald Wendt, Maur Sebastian Horgos, Liviu Lazar

“…Conclusions: Lokomat-assisted robotic rehabilitation demonstrates high functional symmetry and biomechanical consistency in SCI patients. Machine learning methods provided meaningful insight into the structure and predictability of outcomes, highlighting the clinical value of weight and support parameters in tailoring recovery protocols.…”
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Fluorodeoxyglucose-positron emission tomography in carcinoma nasopharynx: Can we predict outcomes and tailor therapy based on postradiotherapy fluorodeoxyglucose-positron emission... by Sarbani Ghosh Laskar, Gunjan Baijal, Venkatesh Rangarajan, Nilendu Purandare, Manju Sengar, Sneha Shah, Tejpal Gupta, Ashwini Budrukkar, Vedang Murthy, Prathamesh S Pai, A K D′Cruz, J P Agarwal

“…Materials and Methods: Forty-five patients of nonmetastatic carcinoma nasopharynx who underwent PET-CT for response evaluation at 10-12 weeks posttherapy between 2004 and 2009 were evaluated. …”
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Controlled Fault Current Interruption Scheme for Improved Fault Prediction Accuracy by Xu Yang, Qi Long, Hao Li, Dachao Huang, Shupeng Xue, Jiajie Huang, Hongzhang Liang, Xiongying Duan

“…To enhance the accuracy and efficiency of controlled fault current interruption (CFI) in short-circuit current processing within power systems, a half-cycle elimination prediction algorithm and a double-sampling CFI sequence method are proposed in this study. …”
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Evaluation of Soumbara (Parkia biglobosa) Quality During Storage Using Mid-Infrared Spectroscopy and Physicochemical Methods by Moriken Sangaré, Diawara Mamady, Souaré Mamadou Lamarana

“…The present study aims to use physicochemical, colorimetric methods and mid-infrared (MIR) spectroscopy to evaluate the evolution of the quality of Soumbara during storage (30 days). …”
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Development and Evaluation of a Predictive Tool for Second-Pregnancy Preterm Birth and Cervical Insufficiency in Patients With a History of Cervical Insufficiency by Xin Liu, Junhong Jiang, Yan Wang

“…Model interpretation was performed using SHapley Additive exPlanations (SHAP) values, and a risk scoring model was constructed based on the core features to evaluate predictive performance. …”
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Evaluating Predictive Value of Plasma Free Hemoglobin (PFH) in ECMO for COVID-19, Non-COVID-19 Pulmonary, and Cardiac Patients by Wasiq Rashid, Varshith Paduchuri, Joby Chandy, John Hodgson, Enrico Camporesi

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Evaluation of PINK1 protein expression as a predictive marker for the efficacy of adjuvant chemotherapy in colorectal cancer: a retrospective study by Takatsugu Fujii, Masataka Hirasaki, Yasuo Kamakura, Tomonori Kawasaki, Satoshi Yamasaki, Yasuhiro Ishiyama, Chikashi Hiranuma, Tetsuya Hamaguchi, Yasumitsu Hirano, Shinichi Sakuramoto

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