Random forest-driven mortality prediction in critical IBD care: a dual-database model integrating comorbidity patterns and real-time physiometrics by Zhenze Zhang, Zhenze Zhang, Caiqing Zhao, Caiqing Zhao, Yijun Zhou, Ling Yao, Peng Liu, Ziling Fang, Nian Fang, Nian Fang

“…Predictors included demographics, comorbidities, laboratory parameters, vital signs, and disease severity scores. Missing data (<30%) were imputed using random forest. …”
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Integrating polygenic risk scores in the prediction of type 2 diabetes risk and subtypes in British Pakistanis and Bangladeshis: A population-based cohort study. by Sam Hodgson, Qin Qin Huang, Neneh Sallah, Genes & Health Research Team, Chris J Griffiths, William G Newman, Richard C Trembath, John Wright, R Thomas Lumbers, Karoline Kuchenbaecker, David A van Heel, Rohini Mathur, Hilary C Martin, Sarah Finer

“…We constructed a T2D PRS and combined it with a clinical risk instrument (QDiabetes) in a novel, integrated risk tool (IRT) to assess risk of incident diabetes. …”
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Integrated Evaluation and error decomposition of four gridded precipitation products using dense rain gauge observations over the Yunnan-Kweichow Plateau, China by Tianjian Lu, Qingquan Xiao, Hanyu Lu, Jintong Ren, Yongyi Yuan, Xiaoshan Luo, Zhijie Zhang

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Investigation of trial registration as part of a research integrity assessment of randomised controlled trials in COVID-19 evidence syntheses: a meta-epidemiological study by Patrick Meybohm, Stephanie Weibel, Emma Sydenham, Florencia Weber, Tamara Pscheidl

“…In 84 RCTs, either not or retrospectively registered or with missing or inconsistent dates, we searched and/or contacted study authors for prospective registrations, resolving 17 RCTs. …”
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Developing Components of an Integrated mHealth Dietary Intervention for Mexican Immigrant Farmworkers: Feasibility Usability Study of a Food Photography Protocol for Dietary Assess... by Isabel Diana Fernandez, Yu-Ching Yang, Wonkyung Chang, Amber Kautz, Karen Farchaus Stein

“…Of individual food items, 71% (352/495) of foods in the photos matched foods in the recalls. Of all missing food items (n=138) and meals (n=36) in the photos, beverages (74/138, 54%), tortillas (15/138, 11%), snacks 16/36, 44%), and dinners (10/36, 28%) were the most frequently missed. …”
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Investigation of ethics approval as part of a research integrity assessment of randomised controlled trials in COVID-19 evidence syntheses: a meta-epidemiological study by Patrick Meybohm, Stephanie Weibel, Emma Sydenham, Florencia Weber, Tamara Pscheidl

“…Authors of 95 RCTs were contacted for missing information, yielding 22 satisfactory responses. …”
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Understanding Predictors of Lifelong Initiation and Follow-up Treatment for adolescents and youth living with HIV (UPLIFT): an integrated prospective cohort in Eastern Cape, South... by Gayle Sherman, Nontokozo Langwenya, Elona Toska, Lucie Dale Cluver, Janke Tolmay, Janina Jochim, Siyanai Zhou, Olanrewaju Edun, Zea Leon

“…The strongest predictors of suppression were not reporting missed doses in the past 3 days, past week and not missing clinic appointments in the past year. …”
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Multi-replica provable data possession scheme supporting data dynamic updating by Long CHEN, Yu-zhu LUO

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Two-Way Coupling of the National Water Model (NWM) and Semi-Implicit Cross-Scale Hydroscience Integrated System Model (SCHISM) for Enhanced Coastal Discharge Predictions by Hongyuan Zhang, Dongliang Shen, Shaowu Bao, Pietrafesa Len

“…We developed a two-way coupling between the NWM and the Semi-implicit Cross-scale Hydroscience Integrated System Model (SCHISM). The approach demonstrated improvements in modeling coastal river dynamics, particularly during extreme events like Hurricane Matthew. …”
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Transforming Non-Digital, Clinical Workflows to Detect and Track Vision-Threatening Diabetic Retinopathy via a Digital Platform Integrating Artificial Intelligence: Implementation... by Peranut Chotcomwongse, Paisan Ruamviboonsuk, Chaiwat Karavapitayakul, Koblarp Thongthong, Anyarak Amornpetchsathaporn, Methaphon Chainakul, Malee Triprachanath, Eckachai Lerdpanyawattananukul, Niracha Arjkongharn, Varis Ruamviboonsuk, Nattaporn Vongsa, Pawin Pakaymaskul, Turean Waiwaree, Hathaiphan Ruampunpong, Richa Tiwari, Viroj Tangcharoensathien

“…At this center, the platform was applied for the assessment of potential missed referrals via remote over-reading by a retinal specialist and tracking referrals. …”
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Enhancing Temperature Data Quality for Agricultural Decision-Making with Emphasis to Evapotranspiration Calculation: A Robust Framework Integrating Dynamic Time Warping, Fuzzy Logi... by Christos Koliopanos, Alexandra Gemitzi, Petros Kofakis, Nikolaos Malamos, Ioannis Tsirogiannis

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BibexPy: Harmonizing the bibliometric symphony of Scopus and Web of Science by Burak Can Kara, Alperen Şahin, Taşkın Dirsehan

“…Bibliometric analyses frequently encounter issues such as duplicate records, missing metadata, and inconsistent formats, reducing reliability and efficiency. …”
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Research on multi dimensional feature extraction and recognition of industrial and mining solid waste images based on mask R-CNN and graph convolutional networks by Shuqin Wang, Na Cheng, Yan Hu

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Efficacy and safety of B/F/TAF in treatment-naïve and virologically suppressed people with HIV ≥ 50 years of age: integrated analysis from six phase 3 clinical trials by Cissy M. Kityo, Samir K. Gupta, Princy N. Kumar, Amy R. Weinberg, Bhumi Gandhi-Patel, Hui Liu, Jason T. Hindman, Jürgen K. Rockstroh

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Enhancing Prostate Cancer Detection: Integrating Multiparametric Magnetic Resonance Imaging and 68Ga-prostate-specific Membrane Antigen Positron Emission Tomography/Computed Tomogr... by Mohammad Hossein Sadeghi, Hamed Bagheri, Mohsen Rajaeinejad, Mohammad Afshar Ardalan, Ismail Karami, Shahryar Sadeghi, Ali Mosadeghkhah, Sedigheh Sina, Farnaz KhajehRahimi, Mahboobeh Sheiki

“…Multiparametric magnetic resonance imaging (mpMRI) has shown promise in overcoming these limitations, but it remains operator-dependent and may miss some significant cases. This study explores the integration of mpMRI with 68Ga-prostate-specific membrane antigen positron emission tomography/computed tomography (68Ga-PSMA PET/CT) to enhance diagnostic accuracy. …”
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A Three‐Terminal Memristive Artificial Neuron with Tunable Firing Probability by Mila Lewerenz, Elias Passerini, Luca Weber, Markus Fischer, Nadia Jimenez Olalla, Raphael Gisler, Alexandros Emboras, Mathieu Luisier, Miklos Csontos, Ueli Koch, Juerg Leuthold

“…To date, the latter two key features are critically missing from the toolbox of artificial spiking neural network hardware, hindering the development of scalable and sustainable artificial intelligence (AI) platforms. …”
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Navigating Complexity: Lessons Learned from Co-Designing a Care Transition Intervention for People with Stroke by Sebastian Lindblom, Charlotte Ytterberg, Ann Charlotte Laska, Malin Tistad, Marie Elf, Lena von Koch, Maria Flink

“…Description: This study concerns the Missing Link project, which aimed to develop and evaluate a care transition intervention from hospital to home. …”
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Exchange of Quantitative Computed Tomography Assessed Body Composition Data Using Fast Healthcare Interoperability Resources as a Necessary Step Toward Interoperable Integration of... by Yutong Wen, Vin Yeang Choo, Jan Horst Eil, Sylvia Thun, Daniel Pinto dos Santos, Johannes Kast, Stefan Sigle, Hans-Ulrich Prokosch, Diana Lizzhaid Ovelgönne, Katarzyna Borys, Judith Kohnke, Kamyar Arzideh, Philipp Winnekens, Giulia Baldini, Cynthia Sabrina Schmidt, Johannes Haubold, Felix Nensa, Obioma Pelka, René Hosch

“…This work represents a step toward enhancing the integration of AI-driven insights into digital health ecosystems, ultimately contributing to more data-driven, personalized, and efficient patient care.…”
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High levels of scabies and malnutrition amongst orphans referred to a hospital in Addis Ababa, Ethiopia by Balew Arega, Ermias Diro, Taye Zewude, Tadesse Getahun, Asnake Agunie, Philip Owiti, Mbazi Senkoro, Saskia van Henten

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Robust parameter inversion of coal mining subsidence based on the combination of RANSAC and DE algorithms by Yuanfei Chen, Lei Wang

“…In addition, the RANSAC-DE algorithm inherits the advantages of the DE algorithm, such as high inversion accuracy, strong global search capability, robustness against missing observation points interference, and Gaussian noise interference. …”
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