Interoperability of health data using FHIR Mapping Language: transforming HL7 CDA to FHIR with reusable visual components by Igor Bossenko, Rainer Randmaa, Gunnar Piho, Peeter Ross, Peeter Ross

“…These tools simplify complex health data transformations, allowing domain experts to specify and validate intricate data transformation rules and maps. …”
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Geographical variation in perceptions, attitudes and barriers to mental health care-seeking across the UK: a cross-sectional study by Hannah Kemp, Sema K Sgaier, Tony Thomas, Rui Adele H Wang, Peter Smittenaar, Zeast Kamal

“…Sample size quotas were set to ensure coverage across the UK and match population distributions for gender, age and ethnicity. …”
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Successful cryopreservation of marine invertebrates immune cells enables long-term studies of common octopus, Octopus vulgaris Cuvier 1797, hemocyte immune functions by María M. Costa, Estefania Paredes, Mercedes Peleteiro, Lucía Sánchez-Ruiloba, Francisco Gambón, Sonia Dios, Camino Gestal

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STATISTICS AS A TOOL OF KNOWLEDGE FOR SUSTAINABLE REGIONAL DEVELOPMENT by N. D. Kremlin

“…The authorities and management bodies are obliged, according to the UN resolution and the UN targets, to develop strategies for sustainable development of territories for the period up to 2030, to implement the following basic standards of living: improving the quality of life of the population, eradicating poverty, creating a stable infrastructure, promoting sustainable industrialization and innovation, to build technological capacity, to ensure a healthy lifestyle by improving socio-demographic indicators, etc.The paper deals with the actual problem of cognition of the sustainability of regional development with the use of traditional tools to assess the quality of life and additional complex indicators that reflect the effectiveness of governing bodies. …”
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Machine learning enables legal risk assessment in internet healthcare using HIPAA data by Shixian Liu, Hailing Liu, Siyu Fan, Leming Song, Zeyu Wang

“…DNN demonstrates strong capabilities in handling complex nonlinear relationships, and XGBoost further improves classification accuracy by optimizing decision tree models through gradient boosting. …”
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Mendelian randomization and transcriptomic analysis reveal a positive cause-and-effect relationship between Alzheimer's disease and colorectal cancer by Wei Du, Xueming Xia, Qiheng Gou, Yan Qiu

“…Background: This study addresses the complex multifactorial causes of Alzheimer's disease (AD) and colorectal cancer (CRC), two significant public health issues. …”
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Kawasaki disease with profound systemic vascular involvements: An insightful pediatric case by Naila Nadeem, Muhammad Nadeem Ahmad, Muhammad Haseeb Malik, Mallick Muhammad Zohaibuddin, Muhammad Ahmed, Faheemullah Khan, Hatem Eltaly, Uffan Zafar

“…This case exemplifies the importance of involving multiple teams on board in managing complex presentations of KD. It also highlights the importance of close monitoring for the progression of the disease spectrum as well as family education to ensure favorable outcomes. …”
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Non-Alcoholic Fatty Liver Disease, Awareness of a Diagnostic Challenge—A Clinician’s Perspective by Cristina Maria Marginean, Denisa Pirscoveanu, Sergiu Marian Cazacu, Marian Sorin Popescu, Iulia Cristina Marginean, George Alexandru Iacob, Mihaela Popescu

“…Non-alcoholic fatty liver disease (NAFLD) is the main cause of chronic liver disease globally. NAFLD is a complex pathology, considered to be the hepatic expression of metabolic syndrome (MetS). …”
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Application of Machine Learning Models in Optimizing Wastewater Treatment Processes: A Review by Florin-Stefan Zamfir, Madalina Carbureanu, Sanda Florentina Mihalache

“…The treatment processes from a wastewater treatment plant (WWTP) are known for their complexity and highly nonlinear behavior, which makes them challenging to analyze, model, and especially, to control. …”
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The endo-siRNA pathway is essential for robust development of the Drosophila embryo. by Elena M Lucchetta, Richard W Carthew, Rustem F Ismagilov

“…However, we hypothesized that small RNAs may regulate the embryo's response to temperature, as a ribonucleoprotein complex has been previously shown to mediate mammalian cell response to heat shock.…”
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A Numerical Study of Flow Past a Wall-Mounted Dolphin Dorsal Fin at Low Reynolds Numbers by Zhonglu Lin, Ankang Gao, Yu Zhang

“…Almost no vortex was observed at <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>AoA</mi><mo>=</mo><msup><mn>0</mn><mo>°</mo></msup></mrow></semantics></math></inline-formula>, whereas complex vortex structures emerged for <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>AoA</mi><mo>≥</mo><msup><mn>30</mn><mo>°</mo></msup></mrow></semantics></math></inline-formula>, including half-horseshoe, hairpin, arch, and wake vortices. …”
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Serum uric acid, renal status, cardiovascular-kidney-metabolic syndrome and drug therapy, a wide-angled Mendelian randomization analysis by Lingyun Luo, Xuelian Luo, Zhen He

“…Conclusion: Our study clarified the complex relationship among SUA, renal status and CKM syndrome. …”
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The Cult of the Supreme Being as a Unification of Secular Philosophy and Religious Worldview: Civil Religion as a Justification of the Reign of Terror by Anna Kurilenko

“…Force, external to the individual, is needed to ensure happiness and maintain virtue. The state, not the church, guarantees order and justice. …”
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Clinical handover experience among nurses working in Ethiopia: phenomenological qualitative study by Gurmu Dumbala, Yeshitila Belay, Ebrahim Yimam, Yonas Abebe

“…Abstract Background A nurse’s clinical handover is an important and complex form of communication in healthcare organizations that involves the exchange of patient-related information during shift change. …”
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Prevalence of metabolic dysfunction‐associated steatotic liver disease in people living with HIV and on antiretroviral treatment: A systematic review and meta‐analysis protocol by Amogelang Sedibe, Khanyisa Maswanganyi, Nomusa C. Mzimela, Mlindeli Gamede

“…Literature suggests that human immunodeficiency virus‐infected (HIV‐infected) individuals may have an increased risk of developing MASLD due to a complex interplay of factors including antiretroviral therapy. …”
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Congenital heart disease: epidemiological profile of live births, geographical distribution and temporal trends in Brazil from 2012 to 2022 by Gustavo Henrique Bernardo Cabral, João Victor Nascimento Guerra, Kevin Uchoa Pedrosa, Paloma Luna Maranhão Conrado, Jorge Henrique de Aguiar Fonseca, Valda Lúcia Moreira Luna, Pauliana Valéria Machado Galvão, George Alessandro Maranhão Conrado

“…Their etiology is predominantly multifactorial, arising from a complex interplay between genetics and environmental factors. …”
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Relational model of public-private partnership in railway transport by N. F. Sirina, V. P. Pershin

“…The results obtained are integrated into the software complex for innovative development of facilities and are tuned for transformation, effective use of the potential of partners, investors, performers and industry enterprises.…”
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SMS3D: 3D Synthetic Mushroom Scenes Dataset for 3D Object Detection and Pose Estimation by Abdollah Zakeri, Bikram Koirala, Jiming Kang, Venkatesh Balan, Weihang Zhu, Driss Benhaddou, Fatima A. Merchant

“…The mushroom farming industry struggles to automate harvesting due to limited large-scale annotated datasets and the complex growth patterns of mushrooms, which complicate detection, segmentation, and pose estimation. …”
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Realist evaluation of the impact of the research translation process on health system sustainability: a study protocol by Yvonne Zurynski, Delia Hendrie, Suzanne Robinson, Elizabeth Geelhoed, Abby Mosedale

“…In addition, system dynamic methods will capture the feedback loops and complex relationships among the IPT and context-mechanism-outcome configurations. …”
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Engineering a Quality Management System for Academic Research: Navigating Challenges to Comply with the New Medical Device Regulations in Europe by Buist M, Ortiz-Catalan M

“…Mirka Buist,1 Max Ortiz-Catalan1– 3 1Center for Bionics and Pain Research, Mölndal, Sweden; 2Prometei Pain Rehabilitation Center, Vinnytsia, Ukraine; 3Center for Complex Endoprosthetics, Osseointegration, and Bionics, Kyiv, UkraineCorrespondence: Max Ortiz-Catalan, Prometei Pain Rehabilitation Center, Kniaziv Koriatovychiv St. 149, Vinnytsia, 21000, Ukraine, Email maxortizc@outlook.comPurpose: The new Medical Device Regulations (MDR) in Europe represent unprecedented challenges for researchers in academic environments. …”
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