Preserving heritage through a novel framework for the adaptive reuse of Mediterranean earthen houses by Ihab Khalil, Doğa Üzümcüoğlu

“…The adaptive reuse of Mediterranean earthen houses presents a critical challenge in balancing heritage preservation with contemporary functionality. This study proposes a novel framework for adaptive reuse, integrating theoretical principles with case-based analysis. …”
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Exploring the Experience of Living with Pain after Spinal Cord Injury: A Qualitative Study by Mokgadi Kholofelo Mashola, Elzette Korkie, Diphale Joyce Mothabeng

“…In-depth interviews were recorded and transcribed, and the data were analysed using inductive thematic content analysis in the MAXQDA v2020. …”
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Monitoring and prevention of gas explosions in underground coal mines using a co-prototype design model for dynamic disaster response by Fei Zhao, Wen-Jie Yan

“…In the third phase, a Kano model questionnaire was distributed to evaluate the effectiveness of the prototyped designs. The data collected from these questionnaires were analyzed using mixed-type analysis and the Better–Worse coefficient to prioritize the most important design requirements for the development of the Co-Prototype Design Model. …”
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Indian women’s settlement experiences and the impact on their health: a narrative study in Brampton, Ontario by David Shiyokha Busolo, Sarah Ruth Kipp

“…Subsequently, data analysis was completed using Clandinin and Connelly’s thematic and holistic method.Results Narratives described three phases of settlement: ‘discovering and seeking’, ‘compromising and surviving’ and ‘transitioning and accepting’. …”
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Measurement of inferior colliculus volume based on MRI image stacks and its relationship with age and hearing status. by Pingling Kwok, Otto Gleich, Peter Koch, Gudrun Schenkl, Nina Koch, Christopher Bohr

“…The inferior colliculus is a key nucleus in the central auditory pathway, integrating acoustic stimuli from both cochleae and playing a crucial role in sound localization. It undergoes functional and structural development in childhood and experiences age-related degeneration later in life, contributing to the progression of age-related hearing loss. …”
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Thrombin cleavage of the hepatitis E virus polyprotein at multiple conserved locations is required for genome replication. by Danielle M Pierce, Frazer J T Buchanan, Fraser L Macrae, Jake T Mills, Abigail Cox, Khadijah M Abualsaoud, Joseph C Ward, Robert A S Ariëns, Mark Harris, Nicola J Stonehouse, Morgan R Herod

“…These viral polyproteins must undergo proteolysis (also termed polyprotein processing) to generate functional protein units. This proteolysis can be performed by virally-encoded proteases as well as host cellular proteases, and is generally believed to be a key step in regulating viral replication. …”
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Aspects of Healthcare Staffing With Specialists in Healthcare Organization and Public Health in Moscow by V. N. Tregubov, D. D. Shestakov

“…How many public health and healthcare organization professionals a health facility has on staff has a significant impact on the integration of all functional units, the ability to successfully address pressing issues, and the quality and safety of medical care.Purpose. …”
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Exploring Molecular Alterations in Breast Cancer Among Indian Women Using Label-Free Quantitative Serum Proteomics by Anil Kumar Tomar, Ayushi Thapliyal, Sandeep R. Mathur, Rajinder Parshad, null Suhani, Savita Yadav

“…The clinical data indicate that diverse parameters characterize breast cancer patients in India, including age at presentation, risk factors, outcomes, and behavior. …”
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UnigeneFinder: An Automated Pipeline for Gene Calling From Transcriptome Assemblies Without a Reference Genome by Bo Xue, Karine Prado, Seung Yon Rhee, Matt Stata

“…These features, coupled with the pipeline’s cross‐platform implementation, focus on automation, and an accessible, user‐friendly interface, make UnigeneFinder a useful tool for many downstream sequence‐based analyses in nonmodel organisms lacking a reference genome, including differential gene expression analysis, accurate ortholog identification, functional enrichments, and evolutionary analyses. …”
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MONITORING OF RESEARCH ON THE CHEMICAL COMPOSITION OF WHITE ROOT CROPS by S. Lehnert, V. Zaytseva, A. Dubinina, M. Mardar, T. Kuklina, O. Cherevko, T. Letuta, L. Tatar

“…The methodology adopted for this study is based on the analysis and synthesis of data from literary sources (articles in scientific publications, monographs, etc.). …”
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What are the symptom trajectories of self-regulatory fatigue among family caregivers of stroke survivors? A protocol of mixed-methods study in Chinese rehabilitation settings by Xi Chen, Yan-jin Huang, Ping Zou, Zhi-Qing He, Chao-Yue Xu, Shu-Lin Li, Jia-Chun You

“…Reflexive thematic analysis will be employed to analyse, organise and summarise qualitative data, to identify the experiences and management needs related to SRF among family caregivers during home care. …”
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STRATEGIC COMPETENCE AS A GUARANTEE OF PROFESSIONAL ACTIVITY OF A MODERN IT SPECIALIST by Volkova Nataliia, Oliinyk Iryna, Karpova Maryna

“…A strong emphasis is also placed on the following blocks of scientific knowledge: the use of technologies and algorithms of computational intelligence and intelligent data analysis in the tasks of forecasting, analytics, cluster analysis using software tools to support multidimensional data analysis based on DataMining, TextMining, WebMining technologies, mastering system programming languages and methods of developing online programs, performing parallel and distributed calculations, applying numerical methods and algorithms, etc. …”
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ISCHEMIC HEART DISEASE AND ARTERIAL HYPERTENTION AS RISK FACTORS OF SURGICAL TREATMENT OF PATIENTS WITH INFRARENAL SEGMENT OF AORTIC ANEURYSM by N. A. Yaitsky, A. Ya. Bedrov, D. V. Maslevtsov, Ye. A. Tsvetkova, A. A. Moiseev

“…A retrospective analysis of the data of 188 patients with the infrarenal segment of the aortic aneurysm (ISAA) showed, that ischemic heart disease and arterial hypertension were diagnosed practically in all patients — 175 (93.0%) and 177 (94.1%) patients respectively. …”
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The role of hypoxia-senescence co-related molecular subtypes and prognostic characteristics in hepatocellular carcinoma by Fuqing Chen, Yifan Cai, Xiangmei Chen, Changzhou Chen, Qinliang Fang, Jianming Liu, Yibin Zhang, Jianyin Zhou

“…The risk score model was analyzed from subgroup analysis, immune infiltration, and functional strength. …”
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In vitro machine learning-based CAR T immunological synapse quality measurements correlate with patient clinical outcomes. by Alireza Naghizadeh, Wei-Chung Tsao, Jong Hyun Cho, Hongye Xu, Mohab Mohamed, Dali Li, Wei Xiong, Dimitri Metaxas, Carlos A Ramos, Dongfang Liu

“…Recognizing the inadequacy of conventional tools and the importance of IS in immune cell functions, we investigate a new strategy for assessing CAR-T efficacy by quantifying CAR IS quality using the glass-support planar lipid bilayer system combined with ML-based data analysis. …”
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Machine Learning and Feature Selection-Enabled Optimized Technique for Heart Disease Classification and Prediction by P. Nancy, Prasad Raghunath Mutkule, Kalpana Sunil Thakre, Ajay S. Ladkat, S.B.G. Tilak Babu, Sunil L. Bangare, Mohd Naved

“…The support vector machine with radial basis function (SVM RBF) and random forest algorithms are used here for data classification. …”
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Knockdown TNF family prognosis index crucial gene PDE4B promoted PANoptosis of ovarian carcinoma cell:Based in vitro and in vivo experiments by Qianqian Yu, Yunxiao Wang, Ting Fu, Dongyu Han, Linlin Wang, Lin Zhao, Yongle Xu

“…Ovarian cancer represents a malignancy characterized by high incidence and mortality rates, necessitating further elucidation of its underlying mechanisms. We conducted an analysis using bulk transcriptomic data of ovarian cancer and normal ovarian tissues, as well as single-cell sequencing data according to publicly available databases. …”
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Contrastive Learning with Image Deformation and Refined NT-Xent Loss for Urban Morphology Discovery by Chunliang Hua, Daijun Chen, Mengyuan Niu, Lizhong Gao, Junyan Yang, Qiao Wang

“…Representative urban types were identified, particularly some types located at the urban fringe. The data analysis demonstrated the effectiveness of our image deformation pipeline and loss function, and the sociological analysis illustrated the unique urban functions of these urban types.…”
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Robust People Tracking Using an Adaptive Sensor Fusion between a Laser Scanner and Video Camera by Yeong Nam Chae, Yeong-Jae Choi, Yong-Ho Seo, Hyun S. Yang

“…A cluster which has maximum probability as an object is selected using a discriminant function. Finally, a horizontal bias between the laser scanner and video camera is updated based on the selected cluster information. …”
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Resolving multi-image spatial lipidomic responses to inhaled toxicants by machine learning by Nathanial C. Stevens, Tong Shen, Joshua Martinez, Veneese J. B. Evans, Morgan C. Domanico, Elizabeth K. Neumann, Laura S. Van Winkle, Oliver Fiehn

“…Interestingly, our segmented regions overlap with histologically validated lung regions, enabling regional analysis across biological replicates. Our data reveal differences in the abundance of spatially distinct lipids, support the potential role of lipid saturation in healthy lung function, and highlight sex differences in regional lung lipid distribution following ozone exposure. …”
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