A Step-by-Step Harmonization Process for Nutritional Epidemiology Purposes: A Methodological Work of the Collaborative PROMED-COG Pooled Cohorts Study by Federica Prinelli, Silvia Conti, Claire T. McEvoy, Caterina Trevisan, Stefania Maggi, Giuseppe Sergi, Marianna Noale

“…Conclusion: the pooled dataset represents a harmonization standard procedure that may be useful to advance future epidemiologic research with different applications and, specifically within the PROMED-COG, to draw valid and solid conclusions about the nutrition–neurocognitive ageing relation in the general population.…”
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Research and analysis of differential gene expression in CD34 hematopoietic stem cells in myelodysplastic syndromes. by Min-Xiao Wang, Chang-Sheng Liao, Xue-Qin Wei, Yu-Qin Xie, Peng-Fei Han, Yan-Hui Yu

“…After comprehensive evaluation, we ultimately selected three algorithms-Lasso regression, random forest, and support vector machine (SVM)-as our core predictive models. …”
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OSBPL3 modulates the immunosuppressive microenvironment and predicts therapeutic outcomes in pancreatic cancer by Qihui Sun, Xiaoqi Zhu, Qi Zou, Yang Chen, Tingting Wen, Tingting Jiang, Xiaojia Li, Fang Wei, Keping Xie, Jia Liu

“…Notably, the “rf” algorithm model showed an AUC of 1 in the training set and AUCs of 0.887 and 0.977 in two validation datasets. …”
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Molecular profile of salivary gland tumors: discovering new targets for therapy by A. V. Ignatova, Yu.  V. Alymov, I.  S. Romanov

“…The search for specific therapeutically significant markers and mutations for various histological types of salivary gland tumors may allow the development of a diagnostic algorithm and improve patient treatment results.Aim. …”
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Associations of accelerometer-measured physical activity, sedentary behaviour, and sleep with next-day cognitive performance in older adults: a micro-longitudinal study by Mikaela Bloomberg, Laura Brocklebank, Aiden Doherty, Mark Hamer, Andrew Steptoe

“…Conclusions Memory benefits of MVPA may persist for 24 h; longer sleep duration, particularly more time spent in SWS, could independently contribute to these benefits.…”
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A Novel Deep Unfolding Network for Multi-Band SAR Sparse Imaging and Autofocusing by Xiaopeng Li, Mengyang Zhan, Yiheng Liang, Yinwei Li, Gang Xu, Bingnan Wang

“…Furthermore, considering that phase errors may be introduced in the real SAR system during echo acquisition, an error estimation module is added to the network to estimate and compensate for the phase errors. …”
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Advanced imaging techniques and artificial intelligence in pleural diseases: a narrative review by Guido Marchi, Mattia Mercier, Jacopo Cefalo, Carmine Salerni, Martina Ferioli, Piero Candoli, Leonardo Gori, Federico Cucchiara, Giovanni Cenerini, Giacomo Guglielmi, Michele Mondoni

“…This comprehensive approach may revolutionise pleural disease management, enhancing patient outcomes through more accurate, noninvasive diagnostic strategies.…”
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Use of the GLYCEMIZER® tool by general practitioners to meet individual glycated hemoglobin goals in patients with type 2 diabetes mellitus by Nicolas Byron Hatziisaak, Telemachos Hatziisaak, Urs Keller

“…Objective — We assessed the usefulness of an easy-to-use algorithm (GLYCEMIZER®) to calculate individual HbA1c-goals and compared them with targeted (‘gut feeling’ of the GP’s) and achieved levels. …”
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Overlapping genes connect rheumatoid arthritis and head and neck cancer: coincidence or shared immune pathophysiology? by Ran Wang, Haiyang Li, Haiyang Li, Yifan Yang, Yifan Yang, Meng Lian, Meng Lian

“…An AI-driven computational pipeline applied the Adjusted Binomial Method Algorithm (ABMA) to assess association reliability. …”
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CLINICAL CONFERENCE AS A FORM OF INDEPENDENT WORK OF INTERNS by T.P. Skripnikova, M.V. Khrebor, Yu.I. Silenko

“…The organization of clinical conference of the following algorithm is used: 1. Opening remarks of the presiding that defines a list of questions that reveal the theme of the conference. 2. …”
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DIFFERENTIAL DIAGNOSIS OF TEMPOROMANDIBULAR DISORDERS WITH THE USE OF DEVELOPED COMPUTER PROGRAM TO DEFINE THE INDIVIDUAL RISK OF THEIR DEVELOPMENT by A.D. Telishevska

“…The proposed program accelerates and simplifies diagnosis and also is illustrative and easy to use. Using this algorithm of actions dentist has the opportunity to establish the correct diagnosis not dropping any important factors that may have causal relationship on the TMD development. …”
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Molecular endotypes in sepsis: integration of multicohort transcriptomics based on RNA sequencing by Kengo Mekata, Michihito Kyo, Modong Tan, Nobuaki Shime, Nobuyuki Hirohashi

“…This endotype-based approach to patient stratification may facilitate the development of more precise therapeutic strategies for sepsis.…”
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Construction and Comparison of Machine Learning-Based Risk Prediction Models for Major Adverse Cardiovascular Events in Perimenopausal Women by Chen A, Chang X, Bian X, Zhang F, Ma S, Chen X

“…In the training set, Random Forest (RF) algorithm, backpropagation neural network (BPNN) and Logistic Regression (LR) were used to construct a MACE risk prediction model for perimenopausal women, and the test set was used to verify the model. …”
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The Association Between Internet Use and Co-occurring Health Care Needs: Cross-Sectional Study in China by Yiqing Xing, Xuejiao Liu, Liang Zhang, Ruibo He

“…Health care needs are influenced by health, social, and economic conditions and may exhibit different characteristics over time. …”
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THE MAIN CAUSES OF UNSATISFACTORY OUTCOMES OF TREATMENT FOR FOOT INJURIES by V. O. Kalensky, P. A. Ivanov

“…At the same time, if it is damaged, restoration of its anatomic structure is significantly difficult for a surgeon and may cause a number of complications and consequences. …”
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Low-Carbon Slag Concrete Design Optimization Method Considering the Coupled Effects of Formwork Stripping, Strength Progress, and Carbonation Durability by Li-Na Zhang, Seung-Jun Kwon, Xiao-Yong Wang

“…Through the formulation of constraints for optimization using a genetic algorithm, the appropriate mix proportions for each design scenario are obtained. …”
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CO21 | Viscoelastic testing in inherited bleeding disorders: a cross-sectional comparison between viscoelastic coagulation monitoring (VCM) and rotational thromboelastometry (ROTE...

“…Conclusions: Our preliminary data suggest that VCM, operating on native whole blood, may reveal a larger delay in clot initiation and a greater drop in clot strength than ROTEM-INTEM. …”
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Shared blood gene signature in lung adenocarcinoma and microbial lung infections: a bioinformatic analysis and in silico validation by Milad Sheervalilou, Mostafa Ghanei, Masoud Arabfard

“…Abstract Background Microbial lung infections may promote development of lung cancer through overlapping molecular mechanisms. …”
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Personalized Intervention Strategy Based on a Risk Score Generated From Subcutaneous Insertable Cardiac Monitor: Results From Phase 1 of ALLEVIATE‐HF by Rami Kahwash, Michael R. Zile, Prasad Chalasani, Barry Bertolet, Laura Gravelin, Muhammad Shahzeb Khan, Jennifer Wehking, Brian Van Dorn, Shantanu Sarkar, Verla Laager, Bart Gerritse, Aimee Laechelt, Javed Butler

“…Background Diagnostic variables from insertable cardiac monitors may be useful in identifying patients at increased risk of heart failure (HF) events. …”
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Identification and experimental validation of ulcerative colitis-associated hub genes through integrated WGCNA and lysosomal autophagy analysis by Yuanpei Zhao, Yijun Li, Qingwen Xu, Lili Ding, Weiming Li, Qinghua Zou, Yichen Hu, Kaiwen Shi, Hongyuan Liu

“…Our findings suggest that these genes may function as critical regulators of lysosomal autophagy in UC.…”
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