Building a machine learning-based risk prediction model for second-trimester miscarriage by Sangsang Qi, Shi Zheng, Mengdan Lu, Aner Chen, Yanbo Chen, Xianhu Fu

“…Following preliminary data processing, the patient cohort was randomly stratified into a training cohort and a validation cohort at proportions of 70% and 30%, respectively. …”
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Impact of Streetscape Built Environment Characteristics on Human Perceptions Using Street View Imagery and Deep Learning: A Case Study of Changbai Island, Shenyang by Xu Lu, Qingyu Li, Xiang Ji, Dong Sun, Yumeng Meng, Yiqing Yu, Mei Lyu

“…The ‘Place Pulse 2.0’ dataset was utilized to obtain data on residents’ perceptions of streets as beautiful, safe, boring, and lively. …”
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Peculiarities of operative treatment of goiter on background of autoimmune thyroiditis by O. P. Kovalov, O. M. Liulka, V. I. Liakhovskyi, I. I. Nemchenko, A. V. Sydorenko

“…The results of surgical treatment of nodular goiter, basing on data from surgical clinic of the Second Clinical Hospital in City of Poltava through 2003 - 2017 yrs were adduced. …”
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Modern view on the treatment of diabetic macular edema by A.V. Shelankova, M.V. Budzinskaya, I.V. Andreeva

“…When writing a literature review, data was searched on the PubMed and Scopus platforms for the period up to 2021 inclusive. …”
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FORMATION OF THE COASTAL FAUNAL COMPLEX (TETRAPODA) OF THE TERRITORY DURING THE OPERATION OF THE GSC I AND II STAGE GTS COMPLEX by R. S. Gubanov, A. A. Likhovid

“…The assessment of the condition of large mammals was carried out according to literature data, as well as visual observations. In total, 8 routes were conducted to study the fauna of birds, mammals, amphibians and reptiles. …”
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Neurocognitive mechanisms underlying action tool knowledge tasks: specificity of tool-tool compared to hand-tool compatibility tasks by Mathieu Lesourd, François Osiurak, Julie Martin, Sébastien Hague, Margolise Laroze, Gautier Clément, Elisabeth Medeiros de Bustos, Guillaume Fargeix, Eloi Magnin, Thierry Moulin

“…While these tasks are used to assess action tool knowledge, recent data showed striking dissociations between these tasks in brain-damaged patients. …”
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Connectome-based predictive modeling of handwriting and reading using task-evoked and resting-state functional connectivity by Junjun Li, Dai Zhang, Huan Ren, Ke Zhou, Yang Yang

“…This predictive model involved multiple functional networks associated with motor, visual, and executive control processes. Furthermore, we found that the GFC-based model derived from handwriting task and resting-state data also predicted individual differences in reading ability, revealing both shared and distinct neural substrates underlying handwriting and reading skills. …”
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Research on fault location method for micro-grid based on multi-source information fusion alarm by YANG Zhichun, LI Muyuan, HAN Ji, YANG Fan, SHEN Yu, MIN Huaidong

“…Similarity computation is used to process and visualize the data, and convolutional neural network (CNN) is employed to identify the fault information, thereby achieving intelligent generation of alarm information. …”
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Epigenetic modifications are associated with mRNA and cytokine expression changes in chronic rhinosinusitis: a multiomics study from the United States by Devyani Lal, Tripti Brar, Chantal McCabe, Erik Jessen, Nitish Kumar, Pedro Lança Gomes, Michael J. Marino, Amar Miglani, Hirohito Kita

“…We therefore performed a multi-omics study integrating epigenetic (DNA methylation), transcriptomic (mRNA), and proteomic (cytokine) data of CRS sinonasal tissue to visualize interactions amongst these modalities to study our hypothesis.MethodsSinonasal tissue was collected from 14 prospectively enrolled CRS and control subjects. …”
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AlphaMissense Predictions and ClinVar Annotations: A Deep Learning Approach to Uveal Melanoma by David J. Taylor Gonzalez, MD, Mak B. Djulbegovic, MD, MSc, Meghan Sharma, MD, MPH, Michael Antonietti, BS, Colin K. Kim, BS, Vladimir N. Uversky, PhD, DSc, Carol L. Karp, MD, Carol L. Shields, MD, Matthew W. Wilson, MD

“…Design: A cross-sectional bioinformatics exploratory data analysis of genetic mutations from UM cases. …”
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Phylogenetic analysis of pathogenic algae reveals lineage-dependent patterns of phagocytosis by Christopher D. Shave, Mohammed J. A. Haider, Chinaemerem U. Onyishi, Megan C. McDonald, Leanne Stones, Tomasz Jagielski, Robin C. May

“…Our data reveal varying patterns of phagocytosis dynamics that are both host cell type- and algal species-dependent. …”
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Popliteal Artery Injury After Arthroscopic Knee Surgery: A Retrospective Multicenter Cohort Study by Zhenmu Xu, Kai Jiang, Yueming Chen, Hao He, Weihong Zhu

“…The absence of comprehensive data and standardized guidelines underscores the urgent need for further investigation. …”
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Coeliac disease on the rise: the COVID-19 vaccination hypothesis by Maisam Akroush, Aktham Akroush, Zain Al Qaisi, Noura Mheidat

“…Conclusion: To conclude, the data point toward an increasing trend in CD diagnosis, putting us at the forefront of managing a serious autoimmune systemic illness that carries a significant burden on healthcare. …”
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Heterogeneity symptoms of urgency in patients with benign prostatic hyperplasia by V. L. Medvedev, M. I. Kogan, T. I. Derevianko, P. V. Shornikov, M. E. Efremov, D. S. Isaeva

“…After the results were obtained, the severity of symptoms was evaluated, considering the data of the urination diary. All patients underwent a complex urodynamic study (CUDI), the results of which were compared with subjective criteria for the severity of urgency and the most significant clinical signs of detrusor hyperactivity.Results Against the background of the analysis of the data obtained, it was possible to classify nocturia by type in 93 patients. …”
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Development of a Mathematical Model for Personalized Estimation of Life Expectancy in Ukraine by Vladyslav Malanin, Illya Chaykovsky

“…Analysis also revealed the developed model's significant potential for integration with existing information systems and services such as Helsi and Diia, as well as the possibility of utilizing biometric data and data from wearable devices for faster data provision, more precise and detailed predictions. …”
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Corn leaf disease diagnosis: enhancing accuracy with resnet152 and grad-cam for explainable AI by Kirubasri Gopalan, Saravanan Srinivasan, Pragya ., Manu Singh, Sandeep Kumar Mathivanan, Usha Moorthy

“…This division was appropriate because it allowed enough data to be used during model training and also enough for model evaluation on new data. …”
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Heterogeneity symptoms of urgency in patients with benign prostatic hyperplasia by V. L. Medvedev, M. I. Kogan, T. I. Derevianko, P. V. Shornikov, M. E. Efremov, D. S. Isaeva

“…After the results were obtained, the severity of symptoms was evaluated, considering the data of the urination diary. All patients underwent a complex urodynamic study (CUDI), the results of which were compared with subjective criteria for the severity of urgency and the most significant clinical signs of detrusor hyperactivity.Results Against the background of the analysis of the data obtained, it was possible to classify nocturia by type in 93 patients. …”
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Clinical Efficacy of Extracorporeal Shock Wave in the Treatment of Knee Osteoarthritis： A Meta-analysis by GU Jinyu, LI Kaiming, ZHANG Qing, LI Linghui, BAI Zixing, WANG Shangquan

“…Literature screening and data extraction were carried out independently by two researchers, and the literature quality was evaluated according to the Cochrane Collaboration Network standard. …”
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Significance of the Stability of Fusarium Head Blight Resistance in the Variety Registration, Breeding, and Genetic Research of Winter Wheat Using Disease Index, Fusarium-Damaged K... by Ákos Mesterhazy, Beata Tóth, Attila Berényi, Katalin Ács, Tamas Meszlényi

“…As most studies only present data on visual symptoms, in this study, we present data from four experiments. …”
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Decoding discharge: accuracy of primary and secondary diagnoses in summaries by Abir Aijaz, Frances Steele, Alice Erlander Milne, Victoria Clarke, Kimberley Arme, Abdul Bhat

“…Individuals involved in the audit data collection did not have their discharge summaries evaluated because of the risk of bias. …”
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