Utilizing machine learning algorithms for predicting Anxiety-Depression Comorbidity Syndrome in Gastroenterology Inpatients (ADCS-GI) by Min Tan, Jinjin Zhao, Yushun Tao, Uroosa Sehar, Yan Yan, Qian Zou, Qing Liu, Long Xu, Zeyang Xia, Lijuan Feng, Jing Xiong

“…We conducted extensive studies for the dataset, including data quantification, equilibrium, and correlation analysis. …”
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Investigation on the thermal deformation mechanisms and constitutive model of Ti-55511 titanium alloy by Xintong Wang, Pengwei Liu, Chuangxiong Liang, Tonggang Lu, Tianyi Feng, Haozhe Niu, Yue Dong, Xingang Liu

“…Additionally, based on stress-strain data corrected for friction and temperature effects, an elastoplastic constitutive model is developed, incorporating strain rate and temperature to predict peak stress in the two-phase regions of the Ti-55511 alloy. …”
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Multibody kinematics optimization for motion reconstruction of the human upper extremity using potential field method by Iman Soodmand, Sven Herrmann, Eric Kleist, Annika Volpert, Hannes Wackerle, Peter Augat, Rainer Bader, Christoph Woernle, Maeruan Kebbach

“…To reconstruct joint angles from motion capture data, several multibody kinematic optimization methods have been developed. …”
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Advancing Mental Health Care: Intelligent Assessments and Automated Generation of Personalized Advice via M.I.N.I and RoBERTa by Yuezhong Wu, Huan Xie, Lin Gu, Rongrong Chen, Shanshan Chen, Fanglan Wang, Yiwen Liu, Lingjiao Chen, Jinsong Tang

“…The main contributions include the folowing: (1) Developing an auxiliary diagnostic tool that combines the Mini-International Neuropsychiatric Interview (M.I.N.I.) with finite state machines to systematically collect patient information for preliminary assessments; (2) Enhancing data processing by optimizing retrieval algorithms for efficient filtering and employing a fine-tuned RoBERTa model for deep semantic matching and analysis, ensuring accurate and personalized medical-advice generation; (3) Generating intelligent suggestions using NLP techniques; when semantic matching falls below a specific threshold, integrating medical-knowledge graphs to produce general medical advice. …”
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Immunoglobulin G dynamics and outcomes of hypogammaglobulinemia in liver transplant recipients by Yongseop Lee, Eun-Ki Min, Jae In Kim, Jaeeun Seong, Deok-Gie Kim, Dong Jin Joo, Myoung Soo Kim, Jae Geun Lee, Su Jin Jeong

“…Overall, 36.0% of patients developed HGG within 1 year after transplantation. …”
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Modeling the therapeutic dynamics of acupuncture and moxibustion: a systems biology approach to treatment optimization by Quan Gan, Qi-Wei Ge, Chuanxia Liu, Zhaoman Zhong, Jiaying Wu, Lei Shi, Jin Xu, Chen Li

“…The simulation results closely align with actual clinical data, supporting the model’s reliability and applicability. …”
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Predictors of depressive and anxiety symptoms among lesbian, gay and bisexual young adult individuals experiencing the COVID-19 pandemic: A four-year follow-up study by Peng-Wei Wang, Yu-Ping Chang, Ching-Shu Tsai, Cheng-Fang Yen

“…Conclusions: Intervention aimed at reducing depressive and anxiety symptoms in LGB individuals should be developed considering the predictors identified in this study.…”
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Intelligent optimization of fracturing stage and cluster parameters for tight oil reservoir by Huiying Tang, Qi Ruan, Liehui Zhang, Dandan Hu, Jianhua Qin, Yulong Zhao, Yiping Ye

“…First, through sensitivity analysis, the key parameters for stage division (storage coefficient, brittleness index, and minimum horizontal principal stress) are identified, and a stage division algorithm is developed based on the similarity of these key parameters. …”
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Association between hepatic steatosis index and impaired fasting glucose: a multicenter retrospective cohort study in China by Yimei Chen, Jieying Han, Siwen Zhao, Yongjie Shi, Hongyun Jia, Songyao Lu, Juan Wu, Sicong Huang

“…RCS analysis revealed that the increase of risk plateaued when HSI exceeded 35.31. …”
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Exploring the neighbourhood physical environment's role on the walking experience of people living with dementia and mild cognitive impairment by Habib Chaudhury, Joey Oi Yee Wong, Daizi Davies, Lillian Hung, Shannon Freeman, Mark Groulx, Kishore Seetharaman, Cari Randa-Beaulieu, Mario Gregorio

“…Each participant (or dyad) took part in four sessions involving various data collection methods: a structured questionnaire, semi-structured sit-down and walk-along interviews, and photo and video documentation. …”
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Deep proteome profiling of metabolic dysfunction-associated steatotic liver disease by Felix Boel, Vyacheslav Akimov, Mathias Teuchler, Mike Krogh Terkelsen, Charlotte Wilhelmina Wernberg, Frederik Tibert Larsen, Philip Hallenborg, Mette Munk Lauridsen, Aleksander Krag, Susanne Mandrup, Kim Ravnskjær, Blagoy Blagoev

“…A deeper understanding of disease pathogenesis is essential to assist in developing blood-based biomarkers. Methods Here, we use data-independent acquisition mass spectrometry to assess disease-state associated protein profiles in human liver, blood plasma, and white adipose tissue (WAT). …”
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Linking abiotic conditions to mosquito assemblage structure in bromeliads by Antônio Ralph Medeiros-Sousa, Rafael de Oliveira-Christe, Walter Ceretti-Junior, Karolina Morales Barrio-Nuevo, Eduardo Evangelista, Ramon Wilk-da-Silva, Luis Filipe Mucci, Marcia Bicudo de Paula, Mauro Toledo Marrelli

“…These variations affect the richness, abundance, and occurrence of mosquito species, including the vector of malaria parasites, Anopheles cruzii Dyar & Knab, 1908. Piecewise SEM analysis indicated that the data were satisfactorily fitted for the models tested: species richness (Fisher’s C = 13.5, df = 12, p = 0.33, R2 = 0.13), total abundance (Fisher’s C = 10, df = 8, p = 0.26, R2 = 0.63), and An. cruzii presence (Fisher’s C = 4.6, df = 8, p = 0.8, R2 = 0.32). …”
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High-throughput discovery of genetic determinants of circadian misalignment. by Tao Zhang, Pancheng Xie, Yingying Dong, Zhiwei Liu, Fei Zhou, Dejing Pan, Zhengyun Huang, Qiaocheng Zhai, Yue Gu, Qingyu Wu, Nobuhiko Tanaka, Yuichi Obata, Allan Bradley, Christopher J Lelliott, Sanger Institute Mouse Genetics Project, Lauryl M J Nutter, Colin McKerlie, Ann M Flenniken, Marie-France Champy, Tania Sorg, Yann Herault, Martin Hrabe De Angelis, Valerie Gailus Durner, Ann-Marie Mallon, Steve D M Brown, Terry Meehan, Helen E Parkinson, Damian Smedley, K C Kent Lloyd, Jun Yan, Xiang Gao, Je Kyung Seong, Chi-Kuang Leo Wang, Radislav Sedlacek, Yi Liu, Jan Rozman, Ling Yang, Ying Xu

“…Our study has established a systematic phenotype analysis approach that can be used to uncover the mechanism of circadian entrainment in mice.…”
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EXPERT APPROACHES TO EQUIVALENCE EVALUATION OF DRUGS — ANALOGUES OF ENDOGENOUS COMPOUNDS AS CONSISTENT WITH THE RUSSIAN LEGISLATION AND INTERNATIONAL LAW by D. P. Romodanovsky, D. V. Goryachev, A. P. Solovieva, I. V. Kokin, N. N. Eremenko

“…Based on the results of the analysis performed and accumulated experience the authors of the article suggested some ways to resolve the problem.…”
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Uncovering the Landscape of Participatory Research in Agricultural Innovation: A Scoping Review by Michele Paleologo, Marta Acampora, Serena Barello, Guendalina Graffigna

“…Participatory approaches, which actively involve farmers in co-developing solutions, are vital for overcoming resistance and enabling successful, context-specific agricultural innovations. …”
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Integration of single cell and bulk transcriptomes identifies T cell stress subtypes in LUAD by Shengping Min, Linfeng Pan, Xinyu Zhang, Huili Chen, Lixuan Qiu, Xinyu Wang, Yiluo Xie, Kai Zhang, Qiang Zhang, Chaoqun Lian, Jing Zhang

“…Moreover, a predictive model was developed through Least Absolute Shrinkage and Selection Operator (LASSO) regression analysis, and subsequent cellular experiments confirmed the pivotal role of CREG2 in driving LUAD cell proliferation and migration. …”
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Optimization of Complex Cancer Morphology Detection Using the SIVQ Pattern Recognition Algorithm by Jason Hipp, Steven Christopher Smith, Jerome Cheng, Scott Arthur Tomlins, James Monaco, Anant Madabhushi, Lakshmi Priya Kunju, Ulysses J. Balis

“…For personalization of medicine, increasingly clinical and demographic data are integrated into nomograms for prognostic use, while molecular biomarkers are being developed to add independent diagnostic, prognostic, or management information. …”
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Microstructure, electrical properties, bioactivity, biocompatibility and osteogenic differentiation ability of bio-piezocomposite fabricated by hydroxyapatite and (Ba,Ca)(Ti,Sn)O3-... by Geng Tang, Hong Yang, Bingqing Zhao, Dunying Wang, Fangfang Zeng, Qibin Liu

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Influence of natural organic matter on chemical composition of broiler chicken carcass by Galimzhan K. Duskaev, Olga V. Kvan, Yaroslav A. Sizentsov, Marina Y. Kurilkina, Bayer S. Nurzhanov

“…Intensively developing poultry industry requires a constant search for new methodological approaches to increase not only quantity, but also quality of finished products. …”
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Unravelling Antimicrobial Resistance in <i>Mycoplasma hyopneumoniae</i>: Genetic Mechanisms and Future Directions by Raziallah Jafari Jozani, Mauida F. Hasoon Al Khallawi, Darren Trott, Kiro Petrovski, Wai Yee Low, Farhid Hemmatzadeh

“…The review advocates for a multidisciplinary approach integrating genomic, phenotypic, and bioinformatics data to combat AMR effectively. It also elaborates on the need for refining genotyping methods, enhancing resistance prediction accuracy, and developing standardized antimicrobial susceptibility testing procedures specific to <i>M. hyopneumoniae</i> as a fastidious microorganism. …”
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