Study on Water Environmental Characteristics Based on Comprehensive Pollution Assessment Method with Entropy Weight Optimization by HUANG Wen

“…These methods are applied based on multi-point monitoring data collected at different times and across various years. …”
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A Safety Detection Method for Electric Bike Riding Incorporating License Plate Region Recognition by Shaohui Zhong, Xiaofei Liu

“…The study constructs a high-quality dataset covering various riding scenarios and violations, including image data collected in Guangzhou and Foshan, Guangdong Province, annotated using LabelImg.The label types include Ebike (rider), plate (license plate), gzplace (license plate region), helmet (wearing a helmet), nohelmet (not wearing a helmet), and manned (carrying a passenger). …”
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Struggling or Thriving With Technology at Work: A Mixed-Method Analysis of Personal and Organizational ICT Resources by Rita Jakstiene, Ieva Urbanaviciute, Arunas Ziedelis, Jurgita Lazauskaite-Zabielske

“…To this end, we adopted a mixed-method approach. In Study 1, using the critical incident technique, we collected accounts of positive and negative situations of ICT usage in the workplace from 95 individuals. …”
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Prioritization of Inside Urban Space Indicators Using Delphi Method (Case study: Gorgan City) by Fateme Hajizade, Seyed Hamed Mirkarimi, Abdorassuol Salman Mahini, Marjan Mohammadzade

“…Experts’ panel included fifteen specialists from municipality, city council, academics, cultural and medical service providers, police, urban planners and citizens, whose points of view were collected using questionnaires. Data collection for questionnaire was repeated 4 times to reach a consensus. …”
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Misconceptions about the concept of photosynthesis among grade 12 students using the image analysis method by Evi Aprianti, Ari Sunandar, Anandita Eka Setiadi

“…Data were collected via image-based tests and interviews, with misconceptions categorized using established image analysis criteria. …”
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Prevalence of Toxoplasma gondii in retail venison in Montreal detected using a nested PCR method by Chi Zhao, Mengyu Zhang, Jiaxuan Lan, Xiaoqi Mi, Xiaonan Lu, Qian Liu

“…This study assessed the prevalence of T. gondii in 168 fresh venison samples collected in Montreal in 2024. The sensitivity of conventional PCR and nested PCR methods for detecting the RE-529 fragment was compared. …”
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Prediction scale of response to liraglutide therapy as the method for increase of treatment efficacy in type 2 diabetes by Anna A Mosikian, Tatiana I Golikova, Mariia V Martjanova, Alina Y Babenko

“…Demographic and anthropometric data, parameters of glycemic control, food intake, hormones and responses to the eating behavior questionnaire were collected. …”
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Measuring the benefits of insect-based food among Chinese consumers: a mixed-method approach by Yunyao Liu, Yunyao Liu, Seongseop Kim, Jacey Ja Young Choe, Shengpeng Wang

“…In the fourth step, a pilot test was conducted with 200 residents to refine the scale items. Finally, data were collected from 1,089 Chinese consumers to further validate the reliability and validity of the scale.FindingsThe results showed that insect-based food consumption benefits consisted of six dimensions (health, nutritional, taste and flavor, cultural, financial, and environmental value benefits). …”
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Identification and classification method of landslide pattern in the soil water index-based early warning system by Yulong Zhu, Bonan Wang, Yafen Zhang, Zhiguo Sun

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Automated Evaluation Method for Risk Behaviors of Quay Crane Operators at Ports Using Virtual Reality by Mengjie He, Yujie Zhang, Yi Liu, Yang Shen, Chao Mi

“…A risk simulation module has been added to the existing automated quay crane remote operation simulation system to simulate potential risks during operations. Based on the collected data, a DQN-based benchmark model reflecting the operational behaviors and decision-making processes of skilled operators has been developed. …”
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Identifying the needs of natural caregivers caring for a person with dementia: a mixed method study by Clarisse Dibao-Dina, Lydia Nasri, Céline Dagot, Jean-Philippe Fouquet, Sophie Rideau, Vincent Dumas, Guillaume Neff, Véronique Payen, Delphine Rube-Millon, Marie Lemaile, Jacques-Alexis Nkodo, Vincent Camus, Bertrand Fougère, Bruno Giraudeau, Dominique Beauchamp, Laura Fruchard-Foucault, Cécile Renoux, Jean Robert

“…This study aims to evaluate caregivers’ needs with the future goal of developing a tailored, multicomponent intervention to ease caregiver challenges through appropriate caregiver-centred interventions. Methods Mixed method study using a convergent design with quantitative and qualitative data collection and analysis performed at similar times. …”
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Cost of a new method of active screening for human African trypanosomiasis in the Democratic Republic of the Congo. by Rian Snijders, Alain Fukinsia, Yves Claeys, Alain Mpanya, Epco Hasker, Filip Meheus, Erick Miaka, Marleen Boelaert

“…Cost and operational data were collected for 12 months for 1 traditional team and 3 mini teams. …”
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Aircraft Wake Vortex Recognition Method Based on Improved Inception-VGG16 Hybrid Network by Weijun Pan, Yuhao Wang, Leilei Deng, Yanqiang Jiang, Yuanfei Leng

“…Experimental validation based on 3530 wind field samples collected at the Chengdu Shuangliu Airport demonstrates that compared to traditional methods (SVM, KNN, RF) and single deep networks (VGG16), the proposed hybrid model achieves a classification accuracy of 98.8%, significantly outperforming comparative traditional methods (SVM, KNN, RF) and single deep networks (VGG16). …”
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Implementing primary care concepts in higher education: a mixed method study in Flanders (Belgium) by Lotte Vanneste, Sam Pless, Sandra Martin, Emily Verté, Roy Remmen, Pauline Boeckxstaens, Peter Pype, Reini Haverals, Dagje Boeykens, Dominique Van de Velde, Patricia De Vriendt, on behalf of the Primary Care Academy

“…Therefore, the aim of this study is if and how lecturers implement these concepts in the curriculum and what they need for a successful implementation. Methods A sequential explanatory mixed method study design was used combining quantitative and qualitative data. …”
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Implementation of the Nadhliyah Method in Enhancing Children's Spiritual Intelligence at Quran Memorization Center At-Taqwa Binjai by Dira Wulandari, Arie Bastian Hadinata

“…Data were collected through observation, interviews, and memorization tests and then analyzed descriptively. …”
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Analysis of survival impact factors in heart transplant patients with modified donor hearts preservation method by Changdong Zhang, Yucheng Zhong, Yixuan Wang, Mei Liu, Xiaoke Shang, Nianguo Dong

“…Clinical data, including demographic information, diagnostic classifications, donor-related factors (such as donor type, cause of death, age, graft ischemic time, and preservation method), and surgical interventions, were collected. …”
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Construction of crown profile prediction model of Pinus yunnanensis based on CNN-LSTM-attention method by Longfeng Deng, Jianming Wang, Jiting Yin, Yuling Chen, Baoguo Wu

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Predictive power of the HEMPA risk assessment method for musculoskeletal disorders in nurses and caregivers: insights and implications by Sayed Vahid Esmaeili, Ali Alboghobeish, Neda Izadi, Fatemeh Azizi, Fatemeh Dorfeshan, Ali Salehi Sahlabadi

“…Data were collected through a three-part form supervised by researchers (demographics, body map musculoskeletal questionnaire, HEMPA tool). …”
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Smallholder Farmers’ perceptions of climate change and adaptation strategies in Southern Ethiopia: Mixed method approach by Negussie Zeray

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A Machine Learning-Based Method for Developing the Chinese Symptom Checklist-11 (CSCL-11) by Xuanyi Cai, Yunan Zhang, Meng Su, Fan Chang, Lei Quan, Yixing Liu, Bei Wang

“…Analyzing data collected from 4808 SCL-90 psychological surveys, this study applied variable clustering to select the most representative items, resulting in an 11-item scale: the Chinese Symptom Checklist-11 (CSCL-11). …”
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