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Xia Cui

As seen in: Nature, Wiley Online Library, New Phytologist, Frontiers in Nutrition, MDPI, JAMA Oncology, Cell Press, The Lancet
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Articles by Xia Cui

Lightweight anomaly detection via knowledge distillation from ensemble teachers

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By Xia Cui
| Nature Verified
Abstract This paper proposes a knowledge distillation-based anomaly detection method that employs a heterogeneous Isolation Forest ensemble as the teacher and a lightweight neural network as the student. The student learns the teacher’s soft labels by minimizing the Kullback–Leibler (KL) divergence.
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Construction and validation of a risk prediction model for vitamin D deficiency in patients with type 2 diabetes mellitus

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By Ying Zhao, Jieru Chen, Fan Feng, Lixing Yang, Peng Zhang, Xia Cui
| Frontiers in Nutrition
Abstract Objectives: Patients with type 2 diabetes mellitus (T2DM) have a high prevalence of vitamin D deficiency, but convenient and efficient screening tools are lacking in clinical practice. This study aimed to construct and validate a predictive model for vitamin D deficiency risk in T2DM patients based on routine clinical indicators.
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Collections in global botanical gardens reveal charismatic species bias in conservation

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By Fei-Fei Li, Wen-Hui Liu, Xia Cui, Ting-Ting Zhao, Jin-Shuang Ma, Yu Lu Wei
| Cell Press Verified
Keywords ex situ conservation Chinese endemic plants charismatic species botanical gardens Rhododendron Get full text access Log in, subscribe or purchase for full access. References 1. Guénard, B. ∙ Hughes, A.C. ∙ Lainé, C. ... Limited and biased global conservation funding means most threatened species remain unsupported Proc. Natl. Acad. Sci. USA. 2025; 122, e2412479122 2. Bowen-Jones, E. ∙ Entwistle, A. Identifying appropriate flagship species: the importance of culture and local contexts Oryx.
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RABBIT EARS directly regulates WOX4 transcription and inhibits secondary growth in Arabidopsis stem

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By Gaurav Chhetri, Qian Du, Shiqi Zhao, Xia Cui
| New Phytologist
Fig. S1 Plant growth phenotypes of the rbe-d mutant lines. Fig. S2 Secondary growth was repressed in the stems of the rbe-d mutant lines at advanced developmental stages. Fig. S3 Overexpression of the RBE gene represses interfascicular secondary growth at the same developmental stages as wild-type plants. Fig. S4 Expression of genes surrounding the activation tag insertion site. Fig. S5 Quantification of phloem, cambium, and xylem cell numbers in RBE overexpression transgenic lines. Fig.
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PromotionGo at SemEval-2025 Task 11: A Feature-Centric Framework for Cross-Lingual Multi-Emotion Detection in Short Texts

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By Xia Cui
| arXiv
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Unplanned Hospitalization Prediction During Chemoradiotherapy Via Machine Learning Classifiers

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By Xue Bai, Xia Cui, Wenquan Niu, Isabel D. Friesner
| JAMA Oncology Verified
Unplanned Hospitalization Prediction During Chemoradiotherapy Via Machine Learning Classifiers Machine Learning–Based Prediction of Hospitalization During Chemoradiotherapy With Daily Step Counts Isabel D. Friesner, BA; Jean Feng, PhD; Shalom Kalnicki, MD; Madhur Garg, MBA, MD; Nitin Ohri, MD, MS; Julian C. Hong, MD, MS Unplanned Hospitalization Prediction During Chemoradiotherapy Via Machine Learning Classifiers—Reply Jean Feng, PhD; Isabel Friesner, BA; Julian C.
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Vitamin D supplements and future fracture risk among Mongolian schoolchildren

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By Ning Ma, Xia Cui, Wenquan Niu
| The Lancet Verified
We read with great interest the study by Ganmaa and colleagues, 1 Ganmaa D Khudyakov P Buyanjargal U et al. Vitamin D supplements for fracture prevention in schoolchildren in Mongolia: analysis of secondary outcomes from a multicentre, double-blind, randomised, placebo-controlled trial. who examined the effect of vitamin D supplements on 3-year fracture risk among 11 475 Mongolian schoolchildren aged 6–13 years. We commend Ganmaa and colleagues 1 Ganmaa D Khudyakov P Buyanjargal U et al.
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The predictive value of serum IL‐17A and IL‐6 expression in postoperative recurrence in patients with intrauterine adhesion

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By Xia Cui, Wen Pan, Hui-Chao Xiao
| Wiley Online Library Verified
The recurrence rate of intrauterine adhesions (IUA) was high. At present, there are few studies on the relationship between proinflammatory factors IL-17A and IL-6 and IUA. The expression of serum IL-17A and IL-6 in IUA patients and their predictive value for postoperative recurrence were retrospectively analyzed. A total of 90 IUA patients who underwent hysteroscopic adhesion lysis in our hospital from January 2020 to January 2023 were selected as the IUA group.
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Sustainability | Free Full-Text | Hierarchical Spatially Varying Coefficient Process Regression for Modeling Net Anthropogenic Nitrogen Inputs (NANI) from the Watershed of the Yangtze River, China

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By Heng Liu, Caizhu Huang, Heng Lian, Xia Cui
| MDPI
This is an early access version, the complete PDF, HTML, and XML versions will be available soon. Open AccessArticle by 1, 1, 2 and 1,* 1 School of Economics and Statistics, Guangzhou University, Guangzhou 510006, China 2 Department of Mathematics, The City University of Hong Kong, Hong Kong * Author to whom correspondence should be addressed.
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Effects of Tea Polyphenols and Theaflavins on Three Oral Cariogenic Bacteria

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By Xia Cui, Lei Xu, Hai Lan
| MDPI
3. Methods 3.1. Materials 3.1.1. Bacteria and Culture Medium Strains tested: Streptococcus mutans (S.m ATCC25175), Streptococcus sobrinus (S.s ATCC33478), and Actinomyces viscosus (A.v ATCC27044) were bought in microbial strains from Guangdong Province Preservation center. Brain heart infusion (BHI): Guangdong Huankai Microbial Technology Co., LTD. AgarPower: Solarbio®.
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Drivers of Nutritional Change in Pakistan: A Decomposition Analysis

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By Azka Rehman, Ping Qing, Xia Cui
| MDPI
Author / Affiliation / Email Search Type Submit to this Journal Review for this Journal Edit a Special Issue Article Menu /ajax/scifeed/subscribe Altmetric share Share announcement Help format_quote Cite thumb_up ... Endorse textsms ... Comment Need Help? Support Find support for a specific problem in the support section of our website. Get Support Feedback Please let us know what you think of our products and services.
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Temporal and spatial variations of net anthropogenic nitrogen inputs (NANI) in the Pearl River Basin of China from 1986 to 2015

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By Xia Cui, Xiaohan Liu, Caizhu Huang, Jiapeng Wu
| PLOS
Loading metrics Open Access Peer-reviewed Research Article Xia Cui, Caizhu Huang, Jiapeng Wu, Xiaohan Liu, Yiguo Hong Xia Cui, Caizhu Huang, Jiapeng Wu, Xiaohan Liu, Yiguo Hong Published: February 10, 2020 https://doi.org/10.1371/journal.pone.0228683 Figures Abstract Human activities have greatly influenced the natural nitrogen cycle, causing dramatic degradation of ecosystem function.
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Comprehensive Characterization of Toxoplasma Acyl Coenzyme A-Binding Protein TgACBP2 and Its Critical Role in Parasite Cardiolipin Metabolism

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By Yong Qing Fu, Jing Liu, Xiao Zhang, Xia Cui
| asm.org
ABSTRACTAcyl coenzyme A (CoA)-binding protein (ACBP) can bind acyl-CoAs with high specificity and affinity, thus playing multiple roles in cellular functions. Mitochondria of the apicomplexan parasite Toxoplasma gondii have emerged as key organelles for lipid metabolism and signaling transduction. However, the rationale for how this parasite utilizes acyl-CoA-binding protein to regulate mitochondrial lipid metabolism remains unclear.
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