The relationship between work-family conflict, stress and depression among Chinese correctional officers: a mediation and network analysis study by Jingyan Sun, Shurui Chen, Siyuan Wang, Huijuan Guo, Xiaoping Wang

“…By using the EBICglasso model, network analyses were utilized to estimate the network structure of WFC, stress and depression. Visualization and centrality measures were performed using the R package. …”
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Diagnostic imaging modalities in the study of hepatic alveolar echinococcosis: A review of literature by Iliar Baudinov, Aliya Kadyrova, Kubat Ibraimov, Prabha K C, Bakhadyr Bebezov, Sezdbek Aitbaev, Tilek Umetaliev, Kursanbek Raimkulov

“…CT provides detailed anatomical visualization of the liver parenchyma and is essential for evaluating lesion size, vascular encroachment, and potential metastatic spread. …”
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From knowledge silos to integrated insights: building a cardiovascular medication knowledge graph for enhanced medication knowledge retrieval, relationship discovery, and reasoning by Hongzhen Cui, Xiaoyue Zhu, Wei Zhang, Wei Zhang, Meihua Piao, Yunfeng Peng

“…However, most medical knowledge remains fragmented within written records, such as medical files, without a cohesive organizational structure, leading to an absence of clinical support from visualized expert knowledge systems.PurposeThis study aims to construct a comprehensive Expert Knowledge Graph of Cardiovascular Medication Guidelines (EKG-CMG) by integrating unstructured and semi-structured Cardiovascular Medication Knowledge (CMK), including clinical guidelines and expert consensus, to create a visually integrated cardiovascular expert knowledge system.MethodsThis study utilized consensus and guidelines from cardiovascular experts to organize and manage structured knowledge. …”
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Comprehensive evaluation and scenario simulation for determining the optimal conservation priority of ecological services in Danjiangkou Reservoir Area, China by Pengcheng Zhao, Lihui Wang, Yuhong Huang, Yifan Zhao, Qichi Yang, Jinliang Huang, Yun Du, Feng Ling

“…This study offers new insights into the quantification and visualization of the identification of optimal conservation priority. …”
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Hereditary Colorectal Cancer Syndromes: Small Bowel Cancer Risk and Endoscopic Surveillance Strategies by Edoardo Borsotti, Francesca Laura Nava, Felice Benedicenti, Laura Cini, Andrea Magarotto, Davide Ferrari, Paolo Cantù, Marco Vitellaro, Emanuele Rausa, Federica Cavalcoli

“…This review aims to evaluate and compare current endoscopic techniques for small bowel surveillance in these patients. <b>Methods:</b> A comprehensive review was conducted using peer-reviewed studies sourced from PubMed. …”
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Magnetic Resonance Imaging–Generated Synthetic Computed Tomography in Pediatric Spine Patients by George E. Michael, BS, Suhas K Etigunta, BS, Andy Liu, BS, Meliza Perales, RN/BSN, Cristabelle Alexander, MS, Christopher Watterson, MD, Daniel Hoghoughi, MRSO, Norman Gellada, BSHS, David L Skaggs, MD, MMM, Kenneth D Illingworth, MD

“…This recent advancement allows potential visualization of both bony and soft tissue anatomy without harmful ionizing radiation. …”
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Analyzing Online Search Trends for Kidney, Prostate, and Bladder Cancers in China: Infodemiology Study Using Baidu Search Data (2011-2023) by Shuangquan Lin, Lingxing Duan, Xiangda Xu, Haichao Cao, Xiongbing Lu, Xi Wen, Shanzun Wei

“…User demand was assessed by categorizing the top 10 related terms weekly into 13 predefined topics, including diagnosis, treatment, and traditional Chinese medicine. Data visualization and statistical analyses were performed using Prism 9. …”
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Investigating Potential Gender Differences in ChatGPT-Diagnosed Clinical Vignettes by Anjali Mediboina, Meghana Bhupathi, Keerthana Janapareddy

“…Data analysis and visualization was done using RStudio v4.3.2, with statistical significance between accuracy and completeness was determined using Spearman’s R and Mann-Whitney U Tests. …”
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3D printed vitamin D impregnated catheters for magnetic resonance-guided interventions: proof of concept and imaging characteristics by Liam O. Cunningham, Aravinda Ganapathy, Cihat Eldeniz, Jeffery A. Weisman, Kevin E. Lindsay, Udayabhanu Jammalamadaka, Karthik Tappa, Amber Salter, Hongyu An, Pamela K. Woodard, David H. Ballard

“…This study aimed to fabricate 3D-printed catheters impregnated with vitamin D solution to allow for optimal visualization during MR-guided procedures. Methods 3D printing was used to fabricate catheters impregnated with vitamin D solution. …”
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Traditional Chinese medicine diagnostic prediction model for holistic syndrome differentiation based on deep learning by Zhe Chen, Dong Zhang, Chunxiang Liu, Hui Wang, Xinyao Jin, Fengwen Yang, Junhua Zhang

“…Background: With the development of traditional Chinese medicine (TCM) syndrome knowledge accumulation and artificial intelligence (AI), this study proposes a holistic TCM syndrome differentiation model for the classification prediction of multiple TCM syndromes based on deep learning and accelerates the construction of modern foundational TCM equipment. Methods: We searched publicly available TCM guidelines and textbooks for expert knowledge and validated these sources using ten-fold cross-validation. …”
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Tourniquet Use During Anterior Cruciate Ligament Reconstruction Is Associated With Postoperative Quadriceps Atrophy and Pain but No Negative Effects in the Long Term: A Systematic... by Caleb V. Hayes, B.S., Saad M. Ibrahim, B.S., Anna E. Crawford, B.S., James R. Jones, M.D., Mathew D. Hargreaves, B.S., Clay A. Rahaman, B.A., Eugene W. Brabston, M.D., Thomas B. Evely, M.D., Aaron J. Casp, M.D., Kevin E. Wilk, D.P.T., Amit M. Momaya, M.D.

“…Outcomes evaluated included intraoperative visualization, pain, quadricep strength thigh or calf girth, blood loss, and operative time. …”
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Prediction of peripheral lymph node metastasis (LNM) in thyroid cancer using delta radiomics derived from enhanced CT combined with multiple machine learning algorithms by Wenzhi Wang, Feng Jin, Lina Song, Jinfang Yang, Yingjian Ye, Junjie Liu, Lei Xu, Peng An

“…It increased the clinical utility and interpretability of the predictions through SHAP (SHapley Additive exPlanation) values and nomograms for model explanation and visualization. Methods Clinical and enhanced CT image data from 375 patients with thyroid cancer confirmed by postoperative pathology at Xiangyang No. 1 People's Hospital were collected from January 2015 to July 2023. …”
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Quantitative analysis of three-dimensional choroidal changes in coronary artery disease patients with swept-source optical coherence tomography angiography by Zhaoxia Zheng, Jing Liu, Jiayi Sun, Yue Zhang, Xiaoya Gu, Shuang Song, Xiaobing Yu

“…Conclusion: The SS-OCTA provided excellent visualization and quantification of the choroid and showed decreased choroidal thickness and volume in CAD patients, but the morphological features were unchanged. …”
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Molecularly Imprinted Ratiometric Fluorescent Sensors for Analysis of Pharmaceuticals and Biomarkers by Jingyi Yan, Siwu Liu, Dani Sun, Siyuan Peng, Yongfei Ming, Abbas Ostovan, Zhihua Song, Jinmao You, Jinhua Li, Huaying Fan

“…Currently, analyzing pharmaceuticals and biomarkers is crucial for ensuring medication safety and protecting life and health, and there is an urgent need to develop new and efficient analytical techniques in view of the limitations of traditional analytical methods. Molecularly imprinted ratiometric fluorescent (MI-RFL) sensors have received increasing attention in the field of analytical detection due to their high selectivity, sensitivity and anti-interference ability, short response time, and visualization. …”
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Air pollution and prostate cancer: Unraveling the connection through network toxicology and machine learning by Yuqi Li, Tao Zhou, Zhiyu Liu, Xinyao Zhu, Qilong Wu, Chunyang Meng, Qingfu Deng

“…Protein-protein interaction (PPI) analysis and visualization were conducted for the intersecting genes, followed by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) functional enrichment analyses to explore potential mechanisms. …”
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Predicting in-hospital mortality in patients with alcoholic cirrhosis complicated by severe acute kidney injury: development and validation of an explainable machine learning model by Meina Sun, Shihui Liu, Jie Min, Jie Min, Lei Zhong, Lei Zhong, Jinyu Zhang, Jinyu Zhang, Zhian Du

“…The model was interpreted using the SHAP method, and nomograms were subsequently constructed. …”
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Mixed Reality Ultrasound-Guided Mini-ECIRS with Apple Vision Pro™ - First Case Report by Roberto Montoro Neto, Fabio C. Vicentini, Ricardo T.S. Ugino, Alexandre Danilovic, Giovanni S. Marchini, Fabio C.M. Torricelli, Carlos A. Batagello, Anderson B. Pellanda, Alexandre Silva, William C. Nahas, Eduardo Mazzucchi

“…This advanced imaging allows for precise visualization and integration of digital elements into the physical environment, significantly improving the accuracy and effectiveness of surgical procedures. …”
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Improved visibility of palisade vessels within Barrett’s esophagus using red dichromatic imaging: a retrospective cross-sectional study in Japan by Chise Ueda, Shinwa Tanaka, Tetsuya Yoshizaki, Hirofumi Abe, Masato Kinoshita, Hiroya Sakaguchi, Hiroshi Takayama, Hitomi Hori, Ryosuke Ishida, Shinya Houki, Hiroshi Tanabe, Eri Nishikawa, Madoka Takao, Toshitatsu Takao, Yoshinori Morita, Takashi Toyonaga, Yuzo Kodama

“…Background/Aims Visualization of palisade vessels (PVs) in Barrett’s esophagus is crucial for proper assessment. …”
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Daily Treatment Monitoring for Patients Receiving Home-Based Peritoneal Dialysis and Prediction of Heart Failure Risk: mHealth Tool Development and Modeling Study by Jia Wu, Youjia Zeng, Jun Yang, Yutong Yao, Xiuling Xu, Gaofeng Song, Wuyong Yi, Taifen Wang, Yihou Zheng, Zhongwei Jia, Xiangyu Yan

“…The doctor’s data management platform consisted of 4 function modules, that is, patient management, data visualization and marking, data statistics, and system management. …”
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Improvement of Gasless Laparoscopic Single-Site Lifting and Use in Surgery for Endometrial Carcinoma by Bingbing Zhao, Xinqiu Lu, Xuli Gan, Zhijun Yang, Li Li, Jieqing Zhang

“…Conclusions: The use of GLESS can increase surgical exposure. This method of suspending the umbilical ligament through abdominal silk thread can increase exposure of the anatomical structure of the obturator position. …”
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