Deciphering cell to cell spatial relationship for pathology images using SpatialQPFs by Xiao Li

“…To address these limitations, we present SpatialQPFs (Spatial Quantitative Pathology Features), an R package designed to extract interpretable spatial features from cell imaging data using spatial statistical methodologies. …”
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Enhancing Performance and Stability of Wing-Alone UAV: A Comprehensive Mathematical Model and Simulation Approach Using MATLAB and Simulink by G. Ramanan, N. Rahul, V. E. Sathishkumar, Indraraj Upadhyaya

“…The novel objective of this study is enhancing the performance and stability aspects of the wing-alone UAV through code-based reports and the implementation of custom MATLAB algorithms. …”
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Evaluating the Effect of Tariff and Non-tariff Barriers on Exports in the Pre and Post China-Pak Free Trade Agreement (FTA) Period by Ahsan Abbas, Abdul Rauf, Shaista Mumtaz

“…Further, the study quantifies the impact of non-tariff barriers using quantitative techniques of restrictiveness index, converge ratio, and frequency index with 4-digit H.S. code industry-level data. …”
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Numerical statistical analysis on self-organizing behavior of microfracturing events in rock failure by Houquan Zhang, Hao Shi, Yu Wu, Hai Pu

“…A new function in rock failure process analysis (RFPA 2D ) code was developed to capture the size and number of damage element groups in each loading step. …”
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Physical therapy students’ perceptions of embedded medical librarians within evidence-based practice courses: a mixed-methods pilot study by Lori Bolgla, Malorie Novak, Lachelle Smith

“…Frequency and percentages were calculated for quantitative data; qualitative data were analyzed using an iterative process for code development. …”
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PolSAR image classification using shallow to deep feature fusion network with complex valued attention by Mohammed Q. Alkhatib, M. Sami Zitouni, Mina Al-Saad, Nour Aburaed, Hussain Al-Ahmad

“…However, the most remarkable performance of the CV-ASDF2Net model is observed with the Flevoland dataset; the model achieves an impressive OA of 96.01% with only a 1% sampling ratio. The source code is available at: https://github.com/mqalkhatib/CV-ASDF2Net…”
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Atsaru Ta’lῑmi ‘Ilmi Al-Lughati Al- āli Nahwi Dawāfi’i Al-Thalabati Fi Ta’lῑmi Al-Lughati Al-‘Arabiyyati by Azisi, Ria Syafitri, Nurfaiza, Mohd Shauki Bik Bin Mohd Kasim

“…In this study, the researchers used quantitative methods, and this type of research is field research. …”
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The mutual influences between depressed Macaca fascicularis mothers and their infants. by Qinming Zhou, Fan Xu, Qingyuan Wu, Wei Gong, Liang Xie, Tao Wang, Liang Fang, Deyu Yang, Narayan D Melgiri, Peng Xie

“…The video footage was analyzed by qualified blinded analysts that coded the raw footage into quantitative behavioral data (i.e., durations of 53 pre-defined behavioral items across 12 behavioral categories) for statistical analysis.…”
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A monocular endoscopic image depth estimation method based on a window-adaptive asymmetric dual-branch Siamese network by Nannan Chong, Fan Yang, Kewei Wei

“…Additionally, comparisons with CT images show good organ boundary matching capability, highlighting the potential of our method for clinical applications. The key code of this paper is available at: https://github.com/superchongcnn/AttenAdapt_DE .…”
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Assessing the impact of introductory programming workshops on the computational reproducibility of biomedical workflows. by Ariel Deardorff

“…During the interviews, participants described their research workflows and responded to a quantitative checklist measuring reproducible behaviors. …”
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The Integration of the Ethical Dimension into Business Education by Monica Petcu, Eduard Dinu

“…Based on the specialised literature review, the observations at the level of organisations, the analysis and structuring of structural-phenomenological information, we disseminated the objectives and requirements of a curriculum focused on business ethics. The quantitative analysis of students` perception of the discussed issue was made by means of a survey carried out among students enrolled in Master`s programmes, based on a questionnaire. …”
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End-to-End Deployment of the Educational AI Hub for Personalized Learning and Engagement: A Case Study on Environmental Science Education by Ramteja Sajja, Yusuf Sermet, Ibrahim Demir

“…Additionally, the Educational AI Hub agents utilize innovative document parsing methods, such as the Nougat technique, to interpret content accurately, enabling adaptable academic support tailored to individual learning needs and extending to quantitative fields through code execution capabilities. …”
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Optimization of High-Frequency Ultrasound Imaging to Detect Incremental Changes in Mineral Content at the Cartilage–Bone Interface Ex Vivo by Akshay Charan, Parag V. Chitnis, Caroline D. Hoemann

“…We optimized a non-destructive ultrasound imaging method to monitor incremental shifts in mineralization, using brief decalcification as a mimetic of CBI remodeling. (2) Methods: We used a 35-MHz transducer to scan 3 mm diameter bovine osteochondral explants wrapped with parafilm to produce surface-directed decalcification and dedicated 3D-printed holders to maintain sample orientation. Customized MATLAB codes and a matched pair design were used for quantitative hypothesis testing. (3) Results: Optimal scan precision was obtained when the High-Frequency Ultrasound (HFUS) focal distance was trained at the CBI. …”
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Concept-based instruction: Improving learner performance in mathematics through conceptual understanding by Mildret Ncube, Kakoma Luneta

“…The study employed the sequential explanatory research design because of its richness in data findings as it incorporates both quantitative and qualitative research methods. The initial stages of data analysis started with emerging themes from data being coded and categorised. …”
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Molecular principles underlying aggressive cancers by Ruth Nussinov, Bengi Ruken Yavuz, Hyunbum Jang

“…At the molecular, foundational level, the quantitative biophysics discipline defines aggressive cancers as harboring a large number of (overexpressed, or mutated) crucial signaling proteins in major proliferation pathways populating their active conformations, primed for their signal transduction roles. …”
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BOARD INDEPENDENCE AND FINANCIAL REPORTING QUALITY OF LISTED OIL AND GAS COMPANIES IN NIGERIA MODERATED BY FIRM SIZE by Adamu Lawal Bello, J. Okpanachi, T. Nyor, Lateef Olumude Mustapha

“…The study employs a quantitative research design and the populations of the study were all the oil and gas companies listed on the floor of Nigerian Exchange Group from 2012 to 2021. …”
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“We need all hands on deck”: characterizing addiction medicine training in Canada—a mixed methods study of fellowship program directors by Clara Lu, Kathryn Chan, Leslie Martin, Nadia Fairbairn

“…In Phase 1, participants completed a quantitative survey analyzed through descriptive statistics. …”
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A novel flexible identity-net with diffusion models for painting-style generation by Yifei Zhao, Ziqi Liang, Yingrui Qiu, Xiaona Wang

“…Our work not only advances the field of AI-driven art but also offers a new paradigm for the future of creative design. The code and data are available at  https://github.com/aigc-hi/PDANet .…”
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Realisation of ethics in the activity of a social worker by Irena Leliūgienė, Violeta Andrijevska, Angelė Kaušylienė

“…Closed-ended questions were analysed by quantitative research methods and open-ended questions were processed by qualitative research methods. …”
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Factors influencing student’s transition from student to workforce in intensive care units by Leonie Olivier, Charlene Downing

“…Method: The study adopted a sequential explanatory mixed-method. Quantitative data collection was achieved through census sampling and the utilisation of the Casey Fink Practice Readiness Survey. …”
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