‘My first thoughts are…’: a Framework Method analysis of UK general practice healthcare professionals’ internal dialogue and clinical reasoning processes when seeing patients livin... by Sheila Greenfield, Helen Parretti, Sally Abbott, Sarah Serjeant

“…Interviews were transcribed verbatim, and data analysed using Framework Method analysis. Five vignettes were presented to participants, showing a patient’s photograph, name, age and body mass index. …”
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The Impact of Prolotherapy and Steroid Injection on De Quervain's Tenosynovitis: A Retrospective Outcome Study by Hakan Zora, Gökhan Bayrak

“…Demographic and clinical data of all patients were recorded. The outcomes of the Visual Analogue Scale (VAS) score for wrist pain, Quick Disability Assessment of Arm, Shoulder, and Hand Problems (QuickDASH), and the Health Assessment Questionnaire (HAQ) for wrist functions were examined.Results: Initial assessments did not reveal any differences between groups in terms of VAS (p=0.756), QuickDASH (p=0.168), and HAQ (p=0.615). …”
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Relationship between occurrence of lahar and hydraulic properties of ashfall covered ground in the Arimura River basin of Sakurajima Volcano, Japan by Hayato Sugawara, Yutaka Gonda

“…This study tried to reveal the relationship between the change of hydraulic conductivity parameter values in each lahar event and observed monthly ashfall data. The study area is the Arimura River basin in Sakurajima, Japan. …”
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Global trends and topics in CDK7 inhibitor research: a bibliometric analysis by Jiamin Liu, Ling He, Wenjing Jiang, Ping Xie

“…To effectively identify future research hotspots and potential future directions, it is crucial to systematically review and visually present the research on this topic from a comprehensive viewpoint, ensuring scientific reliability.MethodsThis study performed bibliometric analysis via CiteSpace and VOSviewer scientometrics analysis software to examine data on the publication of articles on CDK7 inhibitors over the past 2 decades; the data included country of publication, author names, institution names, scientific categories, cited journals, and keywords related to the field of CDK7 inhibitors.ResultsThis bibliometric analysis included 426 publications from 41 different nations, referencing a total of 15,892 sources. …”
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EfficientNet B0 Feature Extraction with L2-SVM Classification for Robust Facial Expression Recognition by Ahmad Taufiq Akbar, Shoffan Saifullah, Hari Prapcoyo, Heru Rustamadji, Nur Heri Cahyana

“…Traditional deep learning approaches often require extensive training, large-scale datasets, and data augmentation to achieve robust generalization. …”
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UniFlow: Unified Normalizing Flow for Unsupervised Multi-Class Anomaly Detection by Jianmei Zhong, Yanzhi Song

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POLYMORPHISM OF GSTM1 AND GSTT1 GENES IN WORKERS OF FERROUS METALLURGY WITH PROFESSIONAL FLUOROSIS by V. V. Zakharenkov, N. I. Gafarov, I. V. Viblaya

“…The frequencies of alleles and phenotypes in our sample were studied on an aluminum factory workers and were already comparable to previously published data on Russian Federation and Siberian federal district. …”
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Minimally Invasive Approach versus Sternotomy for Bentall Procedure: A Single-Center Experience by Hong-Peng Zou, Feng Lu, Xiang Long, Shu-Qiang Zhu, Kun Lin, Bai-Quan Qiu, Xin Yang, Jian-Jun Xu, Yong-Bing Wu

“…After dividing the patients into a right anterior chest minimally invasive Bentall surgery (RAT-Bentall) group (n = 13) and a conventional sternotomy Bentall surgery (C-Bentall) group (n = 43), intraoperative and early postoperative clinical data and echocardiography at 6 months after discharge were compared. …”
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DAGESTAN - A MODEL OF INTERCULTURAL INTERACTION IN A POLYETHNIC REGION by Natalia Aleksandrovna Schitova, Ivan Alekseevich Soloviev, Vitaly Semenovich Belozerov

“…Materials and methods: The article is based on the data from field research carried out in 2018. The main research tools included interviews among the local population, expert surveys involving the authorities, intellectuals, scientific and business communities, as well as visual observations. …”
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Exploring the Impact of Waterfront Street Environments on Human Perception by Yiqing Yu, Gonghu Huang, Dong Sun, Mei Lyu, Dewancker Bart

“…Based on Street View images (SVIs), this study applied artificial neural networks and machine learning semantic segmentation techniques to obtain physical feature data and human perception data of the Murasaki River waterfront line spaces in Kitakyushu, Japan. …”
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Brain spatial reconciliation through multisensory integration in the impact of pandemic fatigue on workplace by Rizka Tri Arinta, Rizka Tri Arinta, Prasasto Satwiko, Robert Rianto Widjaja, Sri Kusrohmaniah

“…In this study, EEG and VR technologies, specifically the Emotiv Epoc X, were employed to gather data on perception and cognition. Through the analysis of statistical data, independent component analysis (ICA), and perception metrics, the research explored the brain’s responses to various sensory stimuli encountered in the workplace. …”
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Predictive Emojis for User Cognitive Response to Dynamic Behaviour of Webpages Using Pupil and Click Reinforcement by Fatima Isiaka

“…This paper demonstrates an effective way of understanding user cognition through eye movement from the webcam and mouse clicking movement from finger touch during the interaction. User-generated data are collected and used as biomakers in form of emojis that relay the users’ emotion to the contents they view online. …”
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Damage identification based on the inner product matrix and parallel convolution neural network for frame structure by Yingying He, Ji Feng, Baogang Sun, Feixue Wang, Likai Zhang, Jidi Jiang

“…The proposed IPM-PCNN framework consists of a one-dimensional (1D) CNN branch for processing time series data, a two-dimensional (2D) CNN branch for handling structural modal data, and several fully connected layers. …”
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Innovation and testing in general practitioners’ practice – the challenging path from idea to new practice by Tore Norendal Braathen, Toril Thorvaldsen Dale, Randi Brendbekken, Irene Øyeflaten

“…This study explored GPs’ experiences when testing the mapping and dialogue tool ISIVET in sick leave follow-up.Methods Individual interviews with seven GPs in salaried positions testing ISIVET in sick leave follow-up in a Norwegian municipality. Data were transcribed verbatim and analysed using systematic text condensation.Results Five categories of experiences were identified: 1) positive perceptions of ISIVET in terms of visualizing the complexity of health and work conditions, 2) procedures and collection of research data made it difficult to test the tool, 3) unclear ownership and anchoring, 4) difficulties with experimentation in demanding working days and 5) close follow-up during training followed by a lack of sharing experiences.Conclusions Despite positive GP perceptions of ISIVET in sick leave follow-up, the testing ‘failed’ due to difficulties during the testing overshadowing the benefits. …”
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Enhanced medical image segmentation using novel level set evolution and efficient optimization by Samad Wali, Adil Jhangeer, Ariana Abdul Rahimzai, Samina Samina, Mudassar Imran

“…Experimental findings show that the model successfully detects boundaries of objects within noisy and blurred visual data. The algorithm showed exceptional precision through its average dice coefficient of 0.96 which matched the ground truth data measurement standards. …”
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In Silico Knockout Studies of Xenophagic Capturing of Salmonella. by Jennifer Scheidel, Leonie Amstein, Jörg Ackermann, Ivan Dikic, Ina Koch

“…The xenophagy pathway has recently been discovered, and the exact molecular processes are not entirely characterized. Complete kinetic data for each molecular process is not available, so far. …”
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Meta-Analysis of Phacoemulsification and Laser Peripheral Iridotomy in the Treatment of Primary Angle-Closure Glaucoma by Jia Xie, Pengcheng Li, Bo Han

“…Postoperative intraocular pressure (IOP), anterior chamber depth (ACD), complications, corneal endothelial cell count, and best-corrected visual acuity (BCVA) were compared. The effective quantity of measurement data was measured by the mean difference (MD) and 95% confidence interval (CI). …”
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The Role of Hydrocolonic Sonography in Diagnostics of the Intussusceptions due to Neoplastic Process in Children by M Yu. Yanitskaya, I. A. Turabov

“…The hydrocolonic sonography technique makes it possible to assess the tissue structure and to visualize the lumen of the intestine.Materials and methods. …”
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Efficacy of Sub-Conjunctival Injection of Mitomycin C Versus Bevacizumab in Pterygium Treatment: Pakistani Population by Amber khalid, Sharjeel Sultan, Aveen Fatima, Ayesha Khalid, Maryam Shifa

“…Results: The study analyzed data from 54 patients with pterygium, having a mean age of 42.03±8.23 years, with a male-to-female ratio of 3:1. …”
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Design a new scheme for image security using a deep learning technique of hierarchical parameters by Khazaal Yasmine M., Falih Mohanaed Ajmi, Majeed Abbas Hamid

“…With the continued exponential growth of digital images, concerns about the security and confidentiality of visual data have increased. In this session, a new developed approach was presented for image security and confidentiality by taking advantage of deep learning (DL) technology and producing data hierarchies. …”
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