Leveraging Partial Labels for Cervical Lesion Classification via a Multilabel Approach by Margaret Dy Manalo, Kota Aoki, Shuqiong Wu, Mariko Shindo, Yutaka Ueda, Yasushi Yagi

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The Effects of Dairy Product Label Information on Cognition of Consumers: The Case of the China Choices by Ce Xu, Can Liu, Jingmin Cheng

“…Findings revealed that consumers’ concern on dairy product label information was relatively high on the whole, and there were significant differences in the level of consumers’ concern on dairy product label information (P<0.05). …”
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Improving drug repositioning with negative data labeling using large language models by Milan Picard, Mickael Leclercq, Antoine Bodein, Marie Pier Scott-Boyer, Olivier Perin, Arnaud Droit

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Labels de la construction : quelle contribution possible au facteur 4 ? by Jonathan Villot, Natacha Gondran, Valérie Laforest

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Classification on Grade, Price, and Region with Multi-Label and Multi-Target Methods in Wineinformatics by James Palmer, Victor S. Sheng, Travis Atkison, Bernard Chen

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Evaluation of Prognostic Factors Following Flow-Cytometric DNA Analysis after Cytokeratin Labelling: II. Cervical and Endometrial Cancer by Pauline Wimberger, Peter Hillemanns, Thomas Kapsner, Hermann Hepp, Rainer Kimmig

“…This study is the first published prospective study concerning prognostic significance of DNA ploidy and S‐phase fraction in cervical and endometrial cancer following enrichment of tumor cells by cytokeratin labelling. Epithelial cells were labeled by FITC‐conjugated cytokeratin antibody (CK 5, 6, 8, and CK 17) prior to flow cytometric cell cycle analysis in 91 specimens of cervical cancer and 73 samples of endometrial cancer. …”
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Research progress and current applications of nutrient profiling systems domestically and internationally by Zhuo SUN, Jiangyue YU, Qi SONG, Shupeng MAI, Zhengyuan WANG, Jiajie ZANG

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Using Natural Language Processing Models to Automate Text Labelling: Categorising Semantic Density in Preservice Teachers' Lesson Observation Reports by Thato Senoamadi, Lee Rusznyak, Ritesh Ajoodha

“…This study compares the efficacy of BERT models in assigning appropriate labels to sections of the dataset by comparing its assigned labels to those allocated manually by the research team. …”
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Neutron Capture Radiography: Neutron Capture Radiography:a technique for isotopic labelling and analytical imaging with a few stable isotopes by Michel Thellier, Camille Ripoll

“…NCR (neutron capture radiography) may be used successfully for the imaging of one of the stable isotopes of a few chemical elements (especially 6Li and 10B, possibly also 14N, 17O, and others) and for labelling experiments using these stable isotopes. …”
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A triple joint extraction method combining hybrid embedding and relational label embedding by Jianfeng DAI, Xingyu CHEN, Ligang DONG, Xian JIANG

“…The purpose of triple extraction is to obtain relationships between entities from unstructured text and apply them to downstream tasks.The embedding mechanism has a great impact on the performance of the triple extraction model, and the embedding vector should contain rich semantic information that is closely related to the relationship extraction task.In Chinese datasets, the information contained between words is very different, and in order to avoid the loss of semantic information problems generated by word separation errors, a triple joint extraction method combining hybrid embedding and relational label embedding (HEPA) was designed, and a hybrid embedding means that combines letter embedding and word embedding was proposed to reduce the errors generated by word separation errors.A relational embedding mechanism that fuses text and relational labels was added, and an attention mechanism was used to distinguish the relevance of entities in a sentence with different relational labels, thus improving the matching accuracy.The method of matching entities with pointer annotation was used, which improved the extraction effect on relational overlapping triples.Comparative experiments are conducted on the publicly available DuIE dataset, and the F1 value of HEPA is improved by 2.8% compared to the best performing baseline model (CasRel).…”
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LC-Protonets: Multi-Label Few-Shot Learning for World Music Audio Tagging by Charilaos Papaioannou, Emmanouil Benetos, Alexandros Potamianos

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An open-label, randomized, post-authorization study of mirabegron in Chinese participants with overactive bladder by Zhipeng Zhang, Deyi Luo, Zhong Chen, Peng Zhang, Ganping Zhong, Keji Xie, Zhuoqun Xu, Xudong Li, Jianye Wang, Yingfan Yang, Farid Abdul Hadi, Arianne Schild

“…Methods: Participants of ≥18 years with overactive bladder symptoms lasting for ≥12 weeks, a mean of ≥8 micturitions per 24 h, and a mean of at least one episode of Grade 3 or 4 urgency or urge incontinence per 24 h based on the Patient Perception of Intensity of Urgency Scale over a 3-day micturition diary period were randomized 2:1 to open-label treatment with oral mirabegron 50 mg or 25 mg once daily for 12 weeks (15 sites in China, January 2021–March 2022). …”
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Targeted Imaging of Tumor-Associated Macrophages by Cyanine 7-Labeled Mannose in Xenograft Tumors by Chong Jiang MD, Huawei Cai PhD, Xiaodong Peng MD, Ping Zhang PhD, Xiaoai Wu PhD, Rong Tian MD

“…Therefore, deoxymannose (DM), a high-affinity ligand of mannose receptor, was labeled with near-infrared dye cyanine 7 (Cy7), and its feasibility of targeted imaging on TAMs was evaluated in vitro and in vivo. …”
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Tc-Labeled Cyclic RGD Peptides for Noninvasive Monitoring of Tumor Integrin αβ Expression by Yang Zhou, Young-Seung Kim, Sudipta Chakraborty, Jiyun Shi, Haijuan Gao, Shuang Liu

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Radioiodine Labeled Anti-MIF McAb: A Potential Agent for Inflammation Imaging by Chao Zhang, Gui-hua Hou, Jian-kui Han, Jing Song, Ting Liang

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Improved self-training-based distant label denoising method for cybersecurity entity extractions. by Ke Zhang, Yunpeng Wang, Ou Li, Sirui Hao, Junjiang He, Xiaolong Lan, Jinneng Yang, Yang Ye

“…In this paper, we propose an improved self-training-based distant label denoising method for cybersecurity entity extraction. …”
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2020–2021 Florida Citrus Production Guide: Interpreting PPE Statements on Pesticide Labels by Frederick M. Fishel

“…PI-16/CG031: 2022–2023 Florida Citrus Production Guide: Interpreting PPE Statements on Pesticide Labels (ufl.edu) …”
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Late-Stage Minimal Labeling of Peptides and Proteins for Real-Time Imaging of Cellular Trafficking by Ferran Nadal-Bufi, Raj V. Nithun, Fabio de Moliner, Xiaoxi Lin, Shaimaa Habiballah, Muhammad Jbara, Marc Vendrell

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Consumer and Producer Perceptions and Preferences for Pollinator Friendly Labeling Practices in the US Green Industry by Hayk Khachatryan, Xuan Wei, Alicia Rihn

“…This 5-page fact sheet written by Hayk Khachatryan, Xuan Wei, and Alicia Rihn and published by the UF/IFAS Food and Resource Economics Department summarizes consumer and producer perceptions about neonicotinoid-related regulations and labeling practices and identifies discrepancies between consumer and producer preferences for different pollinator friendly labeling phrases. https://edis.ifas.ufl.edu/fe1083 …”
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Psychographic determinants of private-label adoption: a feasibility study in the Portuguese yogurt market by Ana Oliveira Brochado, Susana Henriques Marques, Pedro Mendes

Subjects: “…private labels…”
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