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GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records ...
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Applications of Explainable Artificial Intelligence in Diagnosis and Surgery
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In: Diagnostics; Volume 12; Issue 2; Pages: 237 (2022)
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The Effect of on Educational Technology on EFL Learners’ Self-Efficacy
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In: Front Psychol (2022)
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The cuff leak test in critically ill patients: An international survey of intensivists
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In: ISSN: 0001-5172 ; EISSN: 1399-6576 ; Acta Anaesthesiologica Scandinavica ; https://hal.archives-ouvertes.fr/hal-03401785 ; Acta Anaesthesiologica Scandinavica, Wiley, 2021, 65 (8), pp.1087-1094. ⟨10.1111/aas.13838⟩ (2021)
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An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization ...
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A Language Model-based Generative Classifier for Sentence-level Discourse Parsing ...
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Target-oriented Fine-tuning for Zero-Resource Named Entity Recognition ...
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The Neural Processing of Vocal Emotion After Hearing Reconstruction in Prelingual Deaf Children: A Functional Near-Infrared Spectroscopy Brain Imaging Study
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In: Front Neurosci (2021)
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The predictive power of saliva electrolytes exceeds that of saliva microbiomes in diagnosing early childhood caries
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Zhang, Ying; Huang, Shi; Jia, Songbo; Sun, Zheng; Li, Shanshan; Li, Fan; Zhang, Lijuan; Lu, Jie; Tan, Kaixuan; Teng, Fei; Yang, Fang
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In: J Oral Microbiol (2021)
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Abstract:
Early childhood caries (ECC) is one of the most prevalent chronic diseases affecting children worldwide, and thus its etiology, diagnosis, and prognosis are of particular clinical significance. This study aims to test the ability of salivary microbiome and electrolytes in diagnosing ECC, and their interplays within the same population. We here simultaneously profiled salivary microbiome and biochemical components of 331 children (166 caries-free (H group) and 165 caries-active children (C group)) aged 4-6 years. We identified both salivary microbial and biochemical dysbiosis associated with ECC. Remarkably, K(+), Cl(-), NH(4)(+), Na(+), SO(4)(2-), Ca(2+), Mg(2+), and Br(-) were enriched while pH and NO(3)(-) were depleted in ECC. Moreover, the dmft index (ECC severity) positively correlated with Cl(-), NH(4)(+), Ca(2+), Mg(2+), Br(-), while negatively with pH and NO(3)(-). Furthermore, machine-learning classification models were constructed based on these biomarkers from saliva microbiota, or electrolytes (and pH). Unexpectedly, the electrolyte-based classifier (AUROC = 0.94) outperformed microbiome-based (AUROC = 0.70) one and the composite-based one (with both microbial and biochemical data; AUC = 0.89) in predicting ECC. Collectively, these findings indicate ECC-associated alterations and interplays in the oral microbiota, electrolytes and pH, underscoring the necessity of developing diagnostic models with predictors from salivary electrolytes.
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Keyword:
Original Article
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URL: https://doi.org/10.1080/20002297.2021.1921486 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8131007/ http://www.ncbi.nlm.nih.gov/pubmed/34035879
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Developmental consequences of children born from mothers with telbivudine treatment during late pregnancy: A prospective study with 3-year follow-up
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In: Virulence (2021)
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Dynamic methylome of internal mRNA N(7)-methylguanosine and its regulatory role in translation
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In: Cell Res (2019)
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AN EXAMINED LIFE OF A LANGUAGE TEACHER OF CHINESE: AN AUTOETHNOGRAPHIC INVESTIGATION INTO AGENCY
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In: Doctoral Dissertations (2019)
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Additional file 1: of Spatial and temporal clustering analysis of tuberculosis in the mainland of China at the prefecture level, 2005â 2015 ...
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Additional file 1: of Spatial and temporal clustering analysis of tuberculosis in the mainland of China at the prefecture level, 2005â 2015 ...
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A Contrast of L1 Pronominal Usage: Japanese and Mandarin in Oral Narratives
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Zhang, Ying. - : Ohio State University. Libraries, 2018
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Telerehabilitation Combined Speech-Language and Cognitive Training Effectively Promoted Recovery in Aphasia Patients
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Une nouvelle architecture intégrant les données lexicales générales, terminologiques et « situées » : Pivax-3
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In: Terminology & Ontology: Theories and applications TOTh 2017 ; https://hal.archives-ouvertes.fr/hal-01712276 ; Terminology & Ontology: Theories and applications TOTh 2017, Jun 2017, Chambéry, France (2017)
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明代職官中英辭典 Chinese-English Dictionary of Ming Government Official Titles
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明代職官中英辭典 Chinese-English Dictionary of Ming Government Official Titles
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In: Zhang, Ying; Xue, Susan; Xue, Zhaohui; & Ni, Li. (2017). 明代職官中英辭典 Chinese-English Dictionary of Ming Government Official Titles. UC Irvine: UC Irvine Libraries. Retrieved from: http://www.escholarship.org/uc/item/2bz3v185 (2017)
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