Current status and management strategies of medical waste in Jinshan District， Shanghai by WANG Jinzhen, JIANG Yan, JIANG Yong, YANG Haojie, YANG Guang, FAN Lei, NIE Lianlian, YANG Danhong

“…ObjectiveTo assess the current status of medical waste management in Jinshan District of Shanghai, China, to identify existing issues, and to provide a scientific basis for formulating targeted strategies.MethodsData were collected from the routine supervision and inspection records of the Jinshan District Health Commission Supervision Institute from 2017 to 2021, covering all aspects of medical waste management, including collection, classification, transportation, storage, and administrative penalties.ResultsThe compliance rates for the establishment of institutional frameworks, staffing, internal handover, and registration in medical and healthcare institutions all exceeded 95.00%. …”
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Effectiveness of individual audio-visual coaching, respiratory modulated stereotactic body radiotherapy for localized hepatocellular carcinoma: Analysis of 29 cases from a single a... by Liang-Cheng Chen, Hon-Yi Lin, Moon-Sing Lee, Wen-Yen Chiou, Li-Wen Huang, Chia-Hui Chew, Feng-Chun Hsu, Shih-Kai Hung

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Estimating strawberry weight for grading by picking robot with point cloud completion and multimodal fusion network by Yiming Chen, Wei Wang, Junchao Chen, Jizhou Deng, Yuanping Xiang, Bo Qiao, Xinghui Zhu, Changyun Li

“…Abstract Strawberry grading by picking robots can eliminate the manual classification, reducing labor costs and minimizing the damage to the fruit. …”
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Multi-scale window transformer for cervical cytopathology image recognition by Jiaxiang Yi, Xiuli Liu, Shenghua Cheng, Li Chen, Shaoqun Zeng

“…Cervical cancer is a major global health issue, particularly in developing countries where access to healthcare is limited. …”
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Transformation of the capabilities of higher school teachers in conditions of uncertainty: Problem statement by E. F. Zeer, T. M. Rezer, N. V. Symaniuk

“…The proposed classification and uncertainty factors influencing the process of transformation of the functions of higher school teachers can be used in pedagogical practice to determine internal and external influences on teachers in the digital educational environment.…”
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A Risk Warning Model for Anemia Based on Facial Visible Light Reflectance Spectroscopy: Cross-Sectional Study by Yahan Zhang, Yi Chun, Hongyuan Fu, Wen Jiao, Jizhang Bao, Tao Jiang, Longtao Cui, Xiaojuan Hu, Ji Cui, Xipeng Qiu, Liping Tu, Jiatuo Xu

“… Abstract BackgroundAnemia is a global public health issue causing symptoms such as fatigue, weakness, and cognitive decline. …”
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MAJOR FACTORS CAUSING POVERTY UNDER MODERN CONDITIONS by Ruslan M. Kliuchnyk

“…In modern science, there is a pluralism of approaches to the classification of the causes of poverty, depending on the scientific approach, the worldview of the researcher, the purpose of the publication, etc. …”
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Comprehensive Review of Multidetector Computed Tomography (MDCT) in the Assessment of Blunt Cervical Spine Trauma in Adults by Akash Kumbhalkar, Nikhita Dhange, Neha Nawale, Sanket Mahajan

“…At the same time, the radiation dose issue remains the current radiologist challenge.…”
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Thematic analysis of scientific publications dedicated to the development of a greeting card in the context of its historical and socio-cultural by Kateryna Oleksandrivna Davydova

“…Scientific novelty. Is to consider the issues, content and main ideas of scientific publications, in which scientists analyze the communicative, philological component, reveal the collection and classification of postcards, highlight the process of creating a greeting card from the standpoint of socio-cultural and historical heritage, not just means of transmitting information. …”
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Monitoring irrigated dryland in China from 2000 to 2015 by integrating time series vegetation indices and environmental factors by Zijuan Zhu, Lijun Zuo, Zengxiang Zhang, Yun Shao, Haijun Bao, Xiaoli Zhao, Xiao Wang, Shunguang Hu, Sisi Yu, Tianshi Pan, Ziyuan Liu

“…This method not only avoids the error accumulation caused by overlaying the direct classification results of two periods but also addresses the issue of insufficient classification accuracy due to the shortage of samples and data in historical periods. …”
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Western and non-western research traditions of studying the Taiwanese question by E. A. Pronin, D. A. Safronov, V. V. Tarasenko

“…The study focuses on exploring Western and non-Western research traditions in the study of the Taiwanese issue in contemporary political science. The paper examines the approaches and methods of analyzing international relations surrounding Taiwan and provides a classification of approaches based on the methods and tools utilized. …”
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Luci e ombre nella riforma del lavoro sportivo by Giulio Centamore, Tommaso Costantini

“…Then, the article proceeds by addressing the issue of classification between subordination and self-employment. …”
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Feature dimensionality reduction for recognition of Persian handwritten letters using a combination of quantum genetic algorithm and neural network by Mohammad Javad Aranian, Moein Sarvaghad-Moghaddam, Monireh Houshmand

“…Selecting an effective subset of features is an important point in analyzing correlation rate in classification issues. The main purpose of this paper is enhancing characters recognition and classification, creating quick and low-cost classes, and eventually recognizing Persian handwritten characters more accurately and faster. …”
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Evaluation method of e-government audit information based on big data analysis by Jingui He, Hansi Ya

“…Furthermore, a parallel PSO-RF algorithm combining Particle Swarm Optimization (PSO) and Random Forest (RF) is designed to enhance classification performance and computational efficiency. …”
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Improving ridership by predicting train occupancy levels by Muhammad Awais Shafique

“…This study explores the less frequently investigated relationship among occupancy levels at a particular station over several train runs, to predict the future occupancy level with a delay of one run (day). Tackling the issue as a classification problem rather than a regression problem, train occupancy data, station data, and weather data are merged to develop the final dataset. …”
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Performance measurement in data envelopment analysis: a BCC-based approach by Azam Pourhabib Yekta, Mahnaz Maghbouli

“…Notably, the proposed model does not require any prior information on weights or the classification of units, reducing the complexity of the problem.Originality/Value: To highlight the strength of the proposed method, the model is implemented on two case studies and compared with the results obtained from standard BCC models and those of Ramon and colleagues. …”
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Data Fusion of Electronic Nose and Multispectral Imaging for Meat Spoilage Detection Using Machine Learning Techniques by Vassilis S. Kodogiannis, Abeer Alshejari

“…In parallel, the classification rate for the grouping of the testing samples into three classes was perfect. …”
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Cardiovascular comorbidities of rheumatoid arthritis in Taiwanese adults: A retrospective single-center study by Ning-Sheng Lai, Chun-Lung Wang, Ming-Chi Lu, Malcolm Koo

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PNN-based Rockburst Prediction Model and Its Applications by Yu Zhou, Tingling Wang

“…Prediction of rock burst is always an important issue concerning the safety of workers and equipment in tunnels. …”
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The CLIP - GPT Image Captioning Model Integrated with Global Semantics by TAO Rui, REN Honge, CAO Haiyan

“…Cross-modal semantic consistency is the core issue of shared subspace embedding when bridging pre-training models in the fields of computer vision and natural language processing to construct image captioning models. …”
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