Characteristics of effective collaborative care for treatment of depression: a systematic review and meta-regression of 74 randomised controlled trials. by Peter A Coventry, Joanna L Hudson, Evangelos Kontopantelis, Janine Archer, David A Richards, Simon Gilbody, Karina Lovell, Chris Dickens, Linda Gask, Waquas Waheed, Peter Bower

“…<h4>Background</h4>Collaborative care is a complex intervention based on chronic disease management models and is effective in the management of depression. …”
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Exploring the relationship between blood platelet and other components utilizing count regression: A cross‐sectional study in Bangladesh by Umme Honey, SM Arif Bin Saleh, Md. Sifat Ar Salan, Mohammad Alamgir Kabir, Akher Ali

“…Using trendy statistical approaches, investigating the complex link between platelet counts and numerous blood components. …”
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Long-term prediction of Poyang Lake water level by combining multi-scale isometric convolution network with quantile regression by Ying Jian, Yong Zheng, Gang Li, Siyang Yao, Tianfu Wen, Zhangjun Liu

“…This study offers an effective solution for the prediction of PYL WL with highly complex characteristics, which can be also extended to other hydrological variables.…”
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Predicting crop yield lows through the highs via binned deep imbalanced regression: A case study on vineyards by Hamid Kamangir, Brent S. Sams, Nick Dokoozlian, Luis Sanchez, J. Mason Earles

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Analysis of the applicability of correlation and regression models to assess the factors of aviation fuel supply to the remote Arctic regions of the Far North by V. P. Gorbunov, V. M. Samoylenko, S. V. Kuznetsov, A. M. Struchkova

“…By applying capability assessments correlation and regression analysis, estimation factors for the jet fuel supply chain optimization by optimizing the logistics scheme were carried out. …”
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Integrating high dimensional quadratic regression with penalties based predictive modeling for hydro power plants accurate tariff prediction by Ritesh Dash, Anupa Sinha, Abinash Mahapatro, Bhabasis Mohapatra, Binod Kumar Sahu

“…Compared to benchmarking models, the proposed approach consistently achieves the lowest forecast error. Computational complexity is minimized with 100 parameters and training time of 2 s. …”
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Step-by-Step: Insights on key marine organisms associated with coral reef benthic cover using Stepwise Multivariate Regression by Wee Hin Boo, Affendi Yang Amri, Then Amy Yee Hui, Chen Sue Yee, Hyde Julian

“…Coral reef ecosystems are severely threatened by human activities and climate change. However, the complexity of the ecosystem can complicate identification of significant ecological interactions between the organisms and the reef system. …”
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PROMOTION OF THE FOOD SAFETY OF A REGION UNDER MODERN CONDITIONS by A. M. Zigangirova

Subjects: “…efficiency of agrarian-industrial complex functioning…”
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EVALUATION OF GEOMETRICAL COMPLEXITY OF PRODUCTS BASED ON THE ANALYSIS OF TRIANGULATED MODELS by Yaroslav GARASHCHENKO

“…The dependence study was carried out for basic geometric bodies, which revealed the general regression equation. Test of the regression equation on models of industrial products has confirmed put forward a scientific hypothesis on the evaluation possibility of geometric complexity of industrial products based on the analysis of this functional dependence.…”
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MODELING AS A METHOD FOR SCIENTIFIC COGNITION OF COMPLEX MEAT SYSTEMS by Marina A. Nikitina, Aleksandr N. Zakharov, Victoria V. Nasonova, Andrey B. Lisitsyn

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Depressive disorders and their correction in complex treatment of metabolic syndrome patients by Yu. P. Uspensky, E. V. Balukova

“…Adding sertraline to complex treatment was associated with hemodynamics stabilization, clinical and psychopathological symptom regression, glucose and serum lipoprotein level normalization. …”
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Internet complex network separation degree analysis based on hops by SU Wei-ji, ZHAO Hai, XU Ye, ZHANG Wen-bo

“…Small world character of Internet was illustrated more amply than the other international research result in this field; Aim at hops and RTT, 10 kinds regression analysis were done and a conclusion was draw that it more accords with power function between hops and RTT, the key parameters were found, which proved Internet complex network transmission is power function. …”
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Growing through knowledge: examining the knowledge–complexity relationship in Africa by Siphosethu Velamva, Andrew Phiri

“…Lastly, the innovation index has an insignificant (nonlinear and U-shaped) relationship with economic complexity for lower (higher) income countries. Overall, our study shows that most African countries are not positioned to effectively use all four pillars of the knowledge economy to improve their levels of economic complexity.…”
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Possibilities of physical therapy and electrophysical modalities in the complex therapy of pneumonia by D. I. Korabelnikov, V. V. Grigoryev, О. V. Efimova

“…One of the directions of increasing the effectiveness of pneumonia therapy is the widespread introduction of physical therapy (PT) and electrophysical modalities (EM) into complex treatment, which are an important part of the medical rehabilitation for pneumonia, aimed at the speedy restoration of the health and working capacity of patients. …”
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The Effectiveness of Traditional Acupuncture in the Complex Treatment of Herniated Intervertebral Discs by Lily Luzina-Zhu, Vladimir N. Obolenskiy, Kamilla E. Luzina

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Complex Psychotropic Polypharmacy in Soweto-based community psychiatry clinics by Lee-Ann Mabulwana, Kagisho Maaroganye

“…In South Africa (SA), Complex Psychotropic Polypharmacy (CPP) prevalence is 36.3%. …”
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A Lightweight Citrus Object Detection Method in Complex Environments by Qiurong Lv, Fuchun Sun, Yuechao Bian, Haorong Wu, Xiaoxiao Li, Xin Li, Jie Zhou

“…Secondly, a lightweight neck network is constructed using Grouped Shuffle Convolution (GSConv) to simplify computational complexity. Finally, the minimum-point-distance-based IoU (MPDIoU) loss function is utilized to optimize the boundary return mechanism, which speeds up model convergence and reduces the redundancy of bounding box regression. …”
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Complex multivariate model predictions for coral diversity with climatic change by Tim R. McClanahan, Maxwell K. Azali, Nyawira A. Muthiga, Sean N. Porter, Michael H. Schleyer, Mireille M. M. Guillaume

“…A number of these aspects were evaluated using boosted regression tree models of numbers of coral taxa trained on ~1000 field surveys and 35 spatially complete influential environmental proxies at moderate scales (~6.25 km2). …”
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WAYS OF IMPLEMENTING A COMPLEX APPROACH TO INCREASE THE COMPETITIVENESS OF UKRAINE by Alisa S. Mahdich, Oleksandr A. Zadoia, Artem M. Novikov

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Bootstrapping OTS-Funcimg pre-training model (Botfip): a comprehensive multimodal scientific computing framework and its application in symbolic regression task by Tianhao Chen, Zeyu Li, Pengbo Xu, Haibiao Zheng

“…This approach successfully facilitates the multimodal information mining of functions, serving as the foundation for completing corresponding downstream tasks such as symbolic regression (SR). Experiments in this paper demonstrate Botfip’s exceptional capability to mine multimodal symbolic and numerical information during the pre-training phase and highlight its performance in SR tasks, especially in tackling low-complexity SR problems. …”
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