A Prediction Model Optimization Critiques through Centroid Clustering by Reducing the Sample Size, Integrating Statistical and Machine Learning Techniques for Wheat Productivity by Muhammad Islam, Farrukh Shehzad

“…This research is taken as follows: firstly three more effective numerical optimized datasets are generated (D1, D2, and D3) from D1 by taking the centroid points of features which decrease the sample size; secondly MLM is integrated with the traditional statistical models (TSMs) for multiple linear regression (MLR), and thirdly decision tree regression (DTR) and random forest regression (RFR) are deployed to get the optimized models able to predict the wheat productivity well with 75% datasets to train and 25% to test the model using the evaluation metrics (R2, RMSE), information criterion (AIC) with weights (AICW), evidence ration (E.R), and decompositions of prediction error. …”
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The integration of physician associates into Lancashire and South Cumbria NHS Foundation Trust: a new role to address the challenge of physical health in mental health by Emma Glen

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A model for utilising crises-related issues to facilitate transdisciplinary outdoor STEAM education for sustainability in integrated mathematics, language arts and technology classrooms by Musa Saimon, Zsolt Lavicza, Tony Houghton, Fredrick Mtenzi, Pablo Carranza

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Integration of Conventional and Virtual Reality Approaches in Augmented Reality for Theory-Based Psychoeducational Intervention Design for Chronic Low Back Pain: Scoping Review by Robin Conen, Steffen Mueller, Ana Nanette Tibubos

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Benefits of the Global Integration Method (Método de Integração Global - MIG) in functional priorities of parents of Brazilian children and adolescents with autism spectrum disorder by Amanda Aparecida Alves Cunha Nascimento, Deisiane Oliveira Souto, Thalita Karla Flores Cruz, Arthur Felipe Barroso de Lima, Gabriela Silva Oliveira, Vitor Geraldi Haase

“…Additionally, this study aimed to evaluate changes in parents’ performance and satisfaction with functional priorities after intervention with the Global Integration Method (Métodode Integração Global - MIG). …”
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A comprehensive review of biological and genetic control approaches for leishmaniasis vector sand flies; emphasis towards promoting tools for integrated vector management. by Yasoda Kumari, Nayana Gunathilaka, Deepika Amarasinghe

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Le Conseil Métropolitain pour l’Opportunité Éducative (METCO) à Boston : intégration raciale et libéralisme de banlieue, 1966-1996 by Sarah Harakat

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Can computer simulation support strategic service planning? Modelling a large integrated mental health system on recovery from COVID-19 by Livia Pierotti, Jennifer Cooper, Charlotte James, Kenah Cassels, Emma Gara, Rachel Denholm, Richard Wood

“…Methods We implemented a computer simulation model of patient flow through an integrated mental health service in Southwest England covering General Practice (GP), community-based ‘talking therapies’ (IAPT), acute hospital care, and specialist care settings. …”
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Improved Low-Complexity Demodulation: Integrating Minimum-Mean-Square-Error and Maximum-Likelihood Detection for Image-Sensor-Based Visible Light Communication by Yuki Ohira, Shintaro Arai, Kengo Fujii, Tomohiro Yendo

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Development of Integrated Choice and Latent Variable (ICLV) Models Using Matrix-Based Analytic Approximation and Automatic Differentiation Methods on TensorFlow Platform by Jie Ma, Xin Ye, Kun Huang

“…This study further explores the multinomial probit-based integrated choice and latent variable (ICLV) models. …”
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Integration of Metabolomics and Transcriptomics to Reveal the Antitumor Mechanism of <i>Dendrobium officinale</i> Polysaccharide-Based Nanocarriers in Enhancing Photodynamic Immunotherapy in Colorectal Cancer by Shengchang Tao, Huan Wang, Qiufeng Ji, Yushan Yang, Gang Wei, Ruiming Li, Benjie Zhou

“…The results of the pathological histology assay and qRT-PCR analysis verified the findings of the integrated metabolomics and transcriptomics analysis. …”
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Effect of integrated case-based and problem-based learning on clinical thinking skills of assistant general practitioner trainees: a randomized controlled trial by Dingyuan Jiang, Danpei Huang, Hua Wan, Wuliang Fu, Weidong Shi, Jin Li, Huan Zou, Niannan Hou, Qing Li, Nani Li

“…The CBL-PBL group engaged in a curriculum that integrated case-based and problem-based learning, whereas the LBL group followed a traditional lecture-based format, as described in the syllabus. …”
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Hydrothermal Dissolution of Deeply Buried Cambrian Dolomite Rocks and Porosity Generation: Integrated with Geological Studies and Reactive Transport Modeling in the Tarim Basin, China by Wenwen Wei, Daizhao Chen, Hairuo Qing, Yixiong Qian

“…The burial dissolution of carbonate rocks has long been an interesting topic of reservoir geologists. Integrated with geological studies and reactive transport modeling, this study investigated the Cambrian dolomites that were buried at depths up to 8408 m and still preserved a large amount of unfilled dissolution vugs from the borehole TS1 in the northern Tarim Basin. …”
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Are Elite Collegiate Female Athletes PRIME for a Safe Return to Sport after ACLR? An Investigation of Physical Readiness and Integrated Movement Efficiency (PRIME) by Courtney R Chaaban, Darren Hearn, Benjamin Goerger, Darin A Padua

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Carbon-resistant bifunctional catalyst composed of LaFeO3 enhanced Ni-CaO for integrated CO2 capture and conversion by Hengyu Wei, Min Lin, Juping Zhang, Di Gao, Yuhao Chen, Liang Zhang, Xing Zhu

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A novel hybrid cooling system for a Lithium-ion battery pack based on forced air and fins integrated with phase change material by Mohanad F. Hassan, Abdul Hadi N. Khalifa, Ahmed J. Hamad

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Optimal Agent Framework: A Novel, Cost-Effective Model Articulation to Fill the Integration Gap between Agent-Based Modeling and Decision-Making by Abolfazl Taghavi, Sharif Khaleghparast, Kourosh Eshghi

“…In this paper, first, the literature of DM with ABM is inquired and classified based on the methods of integration. Performing a scientometric analysis on the relevant literature lets us conclude that the number of publications attempting to integrate DM and ABM has not grown during the last two decades, while analysis of the current methodologies for integrating DM and ABM indicates that they have serious drawbacks. …”
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Meals, Education, and Gardens for In-School Adolescents (MEGA): study protocol for a cluster randomised trial of an integrated adolescent nutrition intervention in Dodoma, Tanzania by Wafaie W Fawzi, Dongqing Wang, Abbas Ismail, Leonard Kamanga Katalambula, Andrea R Modest, Tara Young, Mary Mwanyika-Sando, Amani Tinkasimile, Dominic Mosha, Augustine Malero, Said Vuai

“…Introduction Secondary schools have the transformative potential to advance adolescent nutrition and provide a unique entry point for nutrition interventions to reach adolescents and their families and communities. Integrated school nutrition interventions offer promising pathways towards improving adolescent nutrition status, food security and building sustainable skill sets.Methods and analysis The Meals, Education, and Gardens for In-School Adolescents (MEGA) project aims to implement and evaluate an integrated, school-based nutrition intervention package among secondary schools in the Chamwino District of Dodoma, Tanzania. …”
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Improving Health Care Efficiency Through the Integration of a Physician Assistant into an Infectious Diseases Consult Service at a Large Urban Community Hospital by Melissa Decloe, Janine McCready, James Downey, Jeff Powis

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Proposal of a Correlation Model Integrating FDRM and CLSCM Practices and Performance Measures: A Case Study from the Automotive Battery Industry in Brazil by Antonio Marco-Ferreira, Reginaldo Fidelis, Francielle Cristina Fenerich, Rafael Henrique Palma Lima, Pedro Paulo De Andrade Junior, Diogo José Horst

“…The correlation model integrating the fuzzy direct rating method (FDRM) and CLSCM practices and performance measures was tested in a real company that is part of a closed-loop supply chain that recycles lead obtained from automotive batteries in Brazil. …”
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