Research on Urban Rainfall Runoff Pollution Prediction Model Based on Feature Fusion by Junping Yao, Tianle Sun

“…In this paper, a rainfall runoff pollution prediction method based on grey neural network algorithm is proposed in consideration of the current situation that the accuracy of research results related to rainfall runoff pollution prediction needs to be improved. …”
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Three-Dimensional Extended Target Tracking and Shape Learning Based on Double Fourier Series and Expectation Maximization by Hongge Mao, Xiaojun Yang

“…The effectiveness of the proposed algorithm is substantiated through two experimental evaluations.…”
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Elastic Pseudoxanthoma in Childhood by Nikolay N. Murashkin, Eleonora I. Pilguy

“…Current approaches for treating this disease are described.…”
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Leveraging mixed-effects regression trees for the analysis of high-dimensional longitudinal data to identify the low and high-risk subgroups: simulation study with application to g... by Mina Jahangiri, Anoshirvan Kazemnejad, Keith S. Goldfeld, Maryam S. Daneshpour, Mehdi Momen, Shayan Mostafaei, Davood Khalili, Mahdi Akbarzadeh

“…Conclusion The results showed that the unbiased RE-EM and Ev-RE-EM algorithms outperformed the RE-EM algorithm. Since algorithm performance varies across datasets, researchers should test different algorithms on the dataset of interest and select the best-performing one. …”
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Convergence Analysis for the Homotopy Perturbation Method for a Linear System of Mixed Volterra-Fredholm Integral Equations by Pakhshan M. Hasan, Nejmaddin Abdulla Sulaiman

“…In this paper, the homotopy perturbation method (HPM) is presented for treating a linear system of second-kind mixed Volterra-Fredholm integral equations. …”
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Diagnosis and surgical treatment of complicated acute necrotizing pneumonia in children (literature review) by A.F. Halahan

“…The development of diagnostic and treatment algorithm for children with acute necrotizing pneumonia with pulmonary-pleural complications based on early diagnosis, prevention and treatment using medications and minimally invasive technologies, including thoracoscopy, is relevant.…”
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A tolerability burden index in schizophrenia: incorporating patient perspective in clinical trial adverse event reporting by Clément François, Alice Guiraud-Diawara, Christophe Lançon, Pierre Michel Llorca, Ann Hartry, Lene Hammer-Helmich, Djamel A. Zighed, Adrian Tanasescu, Mondher Toumi

“…Objective: This study was designed to develop a treatment tolerability index algorithm that combines AE reporting with physician- and patient-level AE information into a global burden score to allow comparison of the overall tolerability of antipsychotic medications used in treating schizophrenia. …”
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AN INTERDISCIPLINARY APPROACH TO TREATMENT OF TEMPOROMANDIBULAR PAIN-DYSFUNCTION SYNDROME AGAINST THE BACKDROP OF CERVICAL OSTEOCHONDROSIS. by V.L. Melnik, V.K. Shevchenko

“…As a result of applying our proposed algorithm of treatment in this group of patients over a period of 2 to 4.5 months of positive results to help you believe this algorithm is effective when used in integrated the multidisciplinary approach to treating patients with temporo-mandibular pain-dysfunction against the backdrop of cervical osteochondrosis. …”
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Symbrachydactyly by Govindasamy Balakrishnan, S. Vijayaragavan, Balakrishnan Somesh

“…There is no standardized treatment algorithm for the management of symbrachydactyly. The function of the hand is often not adequate and requires early surgical intervention to restore useful prehension and appearance. …”
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Abnormal cervical smears in the unchanged uterine cervix: difficulties in the screening, diagnosis, and treatment of cervical intraepithelial neoplasias and microinvasive cancer by L. I. Korolenkova

“…The author analyzes an algorithm for identifying and treating w omen with cervical intraepithelial neoplasias (CIN) and microinv asive cancer of the cervix uteri in cases of the hidden area of transformation and in the absence of visible cervical changes. …”
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Spontaneous left coronary artery dissection in the postpartum period: a case report by A. A. Kuznetsov, A. M. Namitokov, A. V. Sazhneva, A. S. Nekrasov, E. D. Kosmacheva

“…The rare occurrence and difficulties in diagnosis are the reason for the lack of data and the impossibility of developing a single algorithm for diagnosing and treating spontaneous coronary artery dissection.The article provides a brief literature review and a case report of spontaneous coronary artery dissection in the postpartum period, and discusses a number of aspects of treatment tactics.…”
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Adaptive Anomaly Detection in Network Flows With Low-Rank Tensor Decompositions and Deep Unrolling by Lukas Schynol, Marius Pesavento

“…We apply deep unrolling to derive a novel deep network architecture based on our proposed algorithm, treating the regularization parameters as learnable weights. …”
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Current Progress in and Future Visions of Key Technologies of UAV-Borne Multi-Modal Geophysical Exploration for Mineral Exploration: A Scoping Review by Xin Wu, Guo-Qiang Xue, Yan-Bo Wang, Song Cui

“…We believe that only by integrating the system, designing the observation plan in accordance with the requirements of the fusion method, and treating the hardware part as an external extension of the algorithm, can high-matching data be provided for fusion. …”
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Deconvolution of serum cortisol levels by using compressed sensing. by Rose T Faghih, Munther A Dahleh, Gail K Adler, Elizabeth B Klerman, Emery N Brown

“…We formulate this question as a non-convex optimization problem, and solve it using a coordinate descent algorithm that has a principled combination of (i) compressed sensing for recovering the amplitude and timing of the secretory events, and (ii) generalized cross validation for choosing the regularization parameter. …”
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Experimental Indoor Visible Light Positioning Systems With Centimeter Accuracy Based on a Commercial Smartphone Camera by Jiaojiao Xu, Chen Gong, Zhengyuan Xu

“…When the LED positions are unknown, we develop a shift rotation model on the receiver movement and further propose a novel indoor positioning algorithm. The algorithm estimates the rotation center in the image instead of treating the image center as the rotation center, leading to reduced positioning error. …”
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Study of the Extended Phase Shift Migration for Three-Dimensional MIMO-SAR Imaging in Terahertz Band by Hang Gao, Chao Li, Shiyou Wu, Hebin Geng, Shen Zheng, Xiaodong Qu, Guangyou Fang

“…Additionally, due to its iterative nature in the range direction, the proposed algorithm is more flexible in treating more complicated scenarios, such as the image reconstruction in the multi-layer medium. …”
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Methodology for assessing the severity of diffuse peritonitis and prognosis of relaparotomy by B. V. Sigua, V. P. Zemlyanoy, S. V. Petrov, V. A. Ignatenko, P. A. Kotkov

“…INTRODUCTION. The problem of treating patients with peritonitis has always been and still remains relevant in surgery. …”
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DIAGNOSIS AND TREATMENT OF PROXIMAL HUMERUS FRACTURES by A. M. Fain, A. Y. Vaza, V. V. Slastinin, R. S. Titov

“…Today, there is no single algorithm for treating such injuries, there are no large randomized studies which allow it to be created. …”
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Dose-Weighted Network Pharmacology: Evaluating Traditional Chinese Medicine Formulations for Lumbar Disc Herniation by Zhou C, Xiang T, Yu Y, Ma H, Liu C, Yang F, Yang L

“…GO and KEGG pathway analyses highlighted key pathways related to oxidative stress and inflammation, providing mechanistic insights into the effectiveness of the treatments.Conclusion: Incorporating dosage as a reference factor into network pharmacology research proved feasible and effective, emphasizing the importance of precise dosage control in TCM formulations for treating LDH. The new algorithm provided reliable predictions, demonstrating its potential to enhance the design and evaluation of TCM formulations. …”
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Use of high‐sensitivity cardiac troponin in the emergency department: A policy resource and education paper (PREP) from the American College of Emergency Physicians by Susan B Promes, Seth Gemme, Lauren Westafer, Stephen J. Wolf, Deborah B. Diercks

“…In addition, the PREP provides one possible example of an algorithm for the use of a hs‐cTn assay in patients in whom the treating clinician is concerned about potential acute coronary syndrome.…”
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