The problem of analysis of big web data and the use of data mining technology for processing and searching patterns in big web data on a practical example by K. V. Mulyukova, V. M. Kureichik

“…The use of neural networks and the created universal classes-handlers makes the created architecture flexible and self-learning, and the class declarations and the base DDL structure will greatly simplify the development of program code.…”
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Big Earth data processing using machine learning for integrated mapping of the dead sea fault, Jordan by Polina Lemenkova

“…The research presents an extended description in methodology, including the explanations of code snippets from the GMT modules and examples of the use of R libraries ‘raster’ and ‘tmap’. …”
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DalROMS-NWA12 v1.0, a coupled circulation–ice–biogeochemistry modelling system for the northwest Atlantic Ocean: development and validation by K. Ohashi, A. Laurent, C. Renkl, J. Sheng, K. Fennel, E. Oliver

“…The circulation module is coupled to a sea ice module based on the Community Ice CodE (CICE), and the physical ocean state simulated by the circulation module drives the biogeochemical module. …”
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Community-Engaged Development of Equitable and Scalable Mobile Health Tools for Tobacco TreatmentTake-Home Points by Joanna L. Hart, MD, Tamar Klaiman, PhD, MPH, Michael Scott, BS, George M. Fernandez, Dorothy Sheu, MPH, Aerielle Belk, BS, Jasmine A. Silvestri, MPH, Jannie Kim, MPH, Scott D. Halpern, MD, PhD, Nsenga Farrell, EdD, MA

“…Transcribed interviews were coded and analyzed for patterns of patients’ desired design elements. …”
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Pulmonary aspergillosis in US Veterans with COVID-19: a nationwide, retrospective cohort study by Kaitlin Swinnerton, Nathanael R. Fillmore, Ikwo Oboho, Janet Grubber, Mary Brophy, Nhan V Do, Paul A Monach, Westyn Branch-Elliman

“…Multivariate logistic regression was used to estimate the independent effects of these variables via adjusted odds ratios (aOR). …”
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Patient-reported outcomes and home-based self-swabs for influenza-like illness events - lessons learned from the 2023/2024 DANFLU-2 Homeswab PRO substudy by Filip Soeskov Davidovski, Kristoffer Grundtvig Skaarup, Niklas Dyrby Johansen, Daniel Modin, Nabila Shaikh, Jose Bartelt-Hofer, Matthew M. Loiacono, Rebecca C. Harris, Carsten Schade Larsen, Lykke Larsen, Lothar Wiese, Michael Dalager-Pedersen, Randi Jessen, Nina Steenhard, Brian L. Claggett, Scott D. Solomon, Lars Køber, Pradeesh Sivapalan, Jens Ulrik Staehr Jensen, Cyril Jean-Marie Martel, Tor Biering-Sørensen

“…Swabs were registered via QR code in a webapp and mailed for centralized PCR testing. …”
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Challenges and enablers for scaling up interventions targeting non-communicable diseases: a qualitative study applying the Consolidated Framework for Implementation Research to 19... by Josefien van Olmen, Peter Delobelle, Meena Daivadanam, Hassan Haghparast-Bidgoli, Maria Lazo-Porras, J Jaime Miranda, Yuan Li, Rohina Joshi, Amanda G Thrift, Rajesh Vedanthan, Gina Agarwal, Mark D Huffman, Kerstin Klipstein-Grobusch, Naomi Levitt, Dike Ojji, Feng J He, Kamran Siddiqi, Pascal Geldsetzer, Puhong Zhang, Milena Soriano Marcolino, Lal B Rawal, Brian Oldenburg, Helena Teede, Josephine Birungi, Edwin Wouters, Abha Shrestha, Ari Probandari, Mayowa Owolabi, Vilma Irazola, Andrea Beratarrechea, Keiko Nakamura, Gindo Tampubolon, Zulma Ortiz, Violet Naanyu, Jaap Koot, Anusha Ramani-Chander, Stephen Sherwood, Monika Martens, Gade Waqa, Maria Eugenia Esandi, Sujarwoto Sujarwoto, Laura Antonietti, Jan-Walter De Neve, Sayoki G Mfinanga, Antonio Luiz Pinho Ribeiro

“…The transcripts were inductively, open-coded using thematic analysis. Generated themes were mapped systematically to four out of five domain categorisations of the Consolidated Framework for Implementation Research (CFIR); the innovation domain fell outside the scope of this study.Results Highlighted findings using CFIR are: (i) outer setting: influence of politics, lack of coordination between government departments and differing agendas towards NCDs hindered implementation while reliable and trustworthy government connections proved useful; (ii) inner setting: commitment of resources for implementation was a challenge while research capacity, work culture and trustworthy networks facilitated implementation; (iii) individuals: high-level stakeholder support and leadership was essential; (iv) process: extensive time and efforts required for stakeholder engagement towards local contextualisation was challenging, while collaborating, joint reflection, effective communication and adaptation facilitated. …”
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EU-GAN: A root inpainting network for improving 2D soil-cultivated root phenotyping by Shangyuan Xie, Jiawei Shi, Wen Li, Tao Luo, Weikun Li, Lingfeng Duan, Peng Song, Xiyan Yang, Baoqi Li, Wanneng Yang

“…Rhizobox enables in situ and nondestructive phenotypic detection of roots in soil, serving as a cost-effective root imaging method. However, the opacity of the soil often results in intermittent gaps in the root images, which reduces the accuracy of the root phenotype calculations. …”
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Association between red blood cell distribution width and genetic risk in patients with rheumatoid arthritis: a prospective cohort study and Mendelian randomization analysis by Mingyang Chen, Jing Lei, Zhenqiu Liu, Renjia Zhao, Yanfeng Jiang, Kelin Xu, Tiejun Zhang, Chen Suo, Xingdong Chen

“…The endpoint was diagnosed rheumatoid arthritis (ICD-10 codes M05 and M06). Using previously reported results, we constructed a polygenic risk score for RA to evaluate the joint effects of RDW and RA-related genetic risk. …”
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Adolescent vaccine introductions scoping review: A decade of insights from low- and middle-income countries (2013−2023) by Arman Majidulla, Amelia K. Gerste, Anurima Baidya, Onimitein Georgewill, Kirthini K. Muralidharan, Degu J. Dare, Joeri S. Buis, Michelle M. Gill, Julie A. Denison, Andrew D. Kerkhoff, Rupali J. Limaye

“…We further searched the citations of included articles. We coded included articles for key characteristics and analyzed for thematic commonalities. …”
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Parental perceptions of a wearable vital signs monitor for observation of newborns: in-depth interviews in three tertiary hospitals, Southwest Nigeria by Yetunde Olufisayo John-Akinola, Adejumoke Idowu Ayede, Ayomide Adeyemi, Assumpta Nantume, Adesewa Oluwatomisin Olaleye, Olugbenga Akinrinoye, Olukemi Oluwatoyin Tongo, Michael Abe Alao, Adenike Oluleye, Oluseye Sobande, Olatayo Sunday Olayemi, Bertha Akinyi Oketch, Rosena Olubanke Oluwafemi, Rosena Olubanke Oluwafemi, Patricia Ireti Eniowo, Samuel Ojo, Omolayo Adebukola Olubosede, Emmanuel Olaseinde Bello, Ismaila Sani, Teresa Cauvel, Sona Shah

“…Further research should examine the device's clinical impact and cost-effectiveness while considering the experiences and perceptions of both healthcare providers and patients’ guardians to inform adoption into clinical practice.…”
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Virtual Health Research Capacity Strengthening in Low- and Middle-Income Countries: A Systematic Integrative Review by Chelsea M. McGuire, Nikolina Boskovic, Bolatito Betty Fatusin, Pius Ameh, Taylor Reed, Priyanka Jethwani, David Flynn, Jo Cooke, Robert Saper

“…Background: Effective and scalable strategies are needed to develop health research capacity in low- and middle‑income countries (LMICs). …”
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The role of adipose-derived stem cells in knee osteoarthritis treatment: insights from a triple-blind clinical study by Simin Sajadi, Mohammad Amin Khadembashiri, Gholamreza Raissi, Mohamad Mehdi Khadembashiri, Korosh Mansouri, Homayoun Hadizadeh-Kharazi, Mohammad Taghi Joghataei, Seyed Pezhman Madani, Bijan Forogh, Sina Parsipour

“…Although ADMSC treatment shows potential for some measures, its effects are not consistently significant for all measures. …”
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Trial to assess the tolerability of using felodipine to upregulate autophagy as a treatment of Huntington’s disease (FELL-HD): a phase II, single-centre, open-label, dose-finding t... by Roger A Barker, Laura Oakley, Emma Cutting, David C Rubinsztein, Dimitrios Apostolopoulos, Nikolaos Demiris, Katie Andresen, Amy H Evans, Alimu Dayimu, Katherine Bongaerts, Robyn Staples, Wendy Gooding

“…It is caused by a Cytosine-adenin-guanine (CAG) expansion in exon 1 of the huntingtin gene which codes for mutant huntingtin (mHTT) that over time accumulates in cells, causing dysfunction and then death through new toxic gain-of-function mechanisms. …”
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Using experience-based co-design approach to address mental health issues among healthcare workers and leaders in long-term care by Sheila A. Boamah, Mawukoenya Theresa Sedzro, Humayun Kabir, Brenda Vrkljan, Scott Mitchell, Laura De La Torre Pérez, Laura De La Torre Pérez, Marilina Santero

“…Participants provided in-depth perspectives on their roles within the LTC sector, highlighting the profound impact of burnout on their well-being and the persistent challenges they face in their work environment.Discussion/conclusionThe findings highlight the pressing need for tailored systemic interventions to effectively address burnout and moral distress among LTC workers and leaders. …”
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Perceptions about hepatitis C and barriers and enablers to screening and treatment among Egyptian immigrants to Canada: a theory-informed qualitative study by Sameh Mortazhejri, Isabella M. Thomas, Andrea M. Patey, Amjad Alghamyan, Curtis Cooper, Sarah Mansour, Smita Pakhale, Justin Presseau, Jeremy M. Grimshaw, Christina Greenaway

“…Abstract Background Despite availability of effective screening and treatment for Hepatitis C (HCV), the uptake remains suboptimal. …”
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Preparing for the Implementation of Long-Acting Injectable Cabotegravir for HIV Pre-Exposure Prophylaxis Within the Brazilian Public Health System (ImPrEP CAB Brasil): Qualitative... by M Cristina Pimenta, Thiago Silva Torres, Brenda Hoagland, Mirian Cohen, Claudio Gruber Mann, Cristina M Jalil, Eduardo Carvalheira, Lucilene Freitas, Nilo Fernandes, Debora Castanheira, Marcos Benedetti, Julio Moreira, Keila Simpson, Roberta Trefiglio, Gabrielle O’Malley, Valdilea G Veloso, Beatriz Grinsztejn

“…Summative evaluations are needed to measure the effectiveness of the mHealth educational tool to support PrEP choice and the use of WhatsApp appointment reminders.…”
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Impact of healthcare-associated infection on healthcare services and survival of patients with cancer: a propensity score-matched retrospective study by Changpeng Liu, Chunhua Song, Yijie Chen, Xi Li, Yamei Qiao, Xiaowen Zhang, Dongjian Yang, Hongshan Huang

“…By preventing infections in these patients, we can more effectively reduce the additional burden of HAI on costs and LOS. …”
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Incidence of Delirium Tremens in Acute Poisoning by Psychopharmacological Drugs or Corrosive Substances and Its Prevention Using Intestinal Lavage: on the Pathogenesis of Delirium... by V. A. Matkevich, M. M. Potskhveriya, A. G. Vorobyeva, V. S. Shukshin

“…To study the incidence of DT in patients with poisoning by psychopharmacological drugs and corrosive substances, and to evaluate the effectiveness of intestinal lavage as its prevention.MATERIAL AND METHODS. …”
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Toward a deeper understanding of dengue: novel method for quantification and isolation of envelope protein epitope-specific antibodies by Sokchea Lay, Candice Bohaud, Sopheak Sorn, Sreymom Ken, Felix A. Rey, Kevin K. Ariën, Sowath Ly, Veasna Duong, Giovanna Barba-Spaeth, Heidi Auerswald, Tineke Cantaert

“…The ability to isolate specific Ab subsets from human plasma also enables detailed investigations into their roles in protection or pathogenesis, paving the way for more effective dengue interventions.…”
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