Global trends in machine learning applications for single-cell transcriptomics research by Xinyu Liu, Zhen Zhang, Chao Tan, Yinquan Ai, Hao Liu, Yuan Li, Jin Yang, Yongyan Song

“…Methods Using 3,307 publications from Web of Science Core Collection(WOSCC), we conducted bibliometric and visualization analysis through CiteSpace and VOSviewer to systematically review research trends, national/institutional contributions, keyword co-occurrence networks and co-citation relationships. …”
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OUTCOMES OF 5-ALA FLIORESCECE-GUIDED SURGERY FOR HIGH GRADE G by V. A. Byvaltsev, I. A. Stepanov, A. I. Kichigin

“…The patients underwent fluorescent-guided surgery that permitted the intraoperative visualization of malignant glioma tissue and supported the neurosurgeon with real-time guidance for differentiating tumor from normal brain. …”
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Analyzing pathogenic variants in mismatch repair genes: personalized prevention strategies for lynch syndrome in Chinese families by Xiufang Wang, Haichun Ni, Lin Zhu, Hui Huang, Aiping Deng, Jifa Hu, Wei Cai, Juyi Li

“…BackgroundThis study aimed to analyze the pathogenic variants in one family with colorectal cancer and another with endometrial cancer and provide appropriate personalized prevention strategies for carriers of these genetic mutations.MethodsOne proband with colorectal cancer and another with endometrial cancer and their family members were enrolled in this study. …”
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Fluorescence by 5-aminolevulinic acid-induced protoporphyrin IX varies in tumor and normal tissues during robot-assisted partial nephrectomy for renal cell carcinoma by Takashi Matsuoka, Issei Suzuki, Ryosuke Suzuki, Arinobu Fukunaga, Yoichiro Tohi, Yoshio Sugino, Takuya Okada, Mutsushi Kawakita

“…Although effective in other malignancies, its utility in renal tumors is not well established. Methods Between May 2016 and August 2017, 19 patients underwent RAPN using photodynamic diagnosis (PDD) at our institution with the da Vinci Surgical System Si®. …”
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Enhanced diagnostic precision of colorectal sessile lesions with blue laser imaging and JNET classification: a multicenter retrospective study in Chinese cohorts by Feng Wu, Wenxin Tan, Panpan Liu, Weiguang Qiao, Tongyin Xing

“…However, its diagnostic performance in Chinese populations and the impact of endoscopist experience remain underexplored.MethodsIn this multicenter, retrospective study, 131 colorectal sessile lesions were enrolled. …”
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Human umbilical cord mesenchymal stem cell-derived exosomes enhance follicular regeneration in androgenetic alopecia via activation of Wnt/β-catenin pathway by Aiqing Yu, Yujun Zhang, Saifeng Zhong, Zhizhen Yang, Mingming Xie

“…However, the precise role and underlying mechanisms by which hUCMSC-derived exosomes influence hair shaft regeneration in androgenetic alopecia (AGA) remains unclear. Methods hUCMSCs were isolated using fluorescence-activated cell sorting following enzymatic digestion with TrypLE™ Express. …”
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Network analysis of the relationships between voice behavior and team psychological safety climate among Chinese nurses by Miaoji Lu, Ruinan Xia, Rui Wang, Xiaofang Zou

“…Network analysis was employed to visualize the interactive relationships among variables. …”
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Global ischemic heart disease burden attributable to environmental risk factors, 1990–2021: an Age-Period-Cohort analysis by Rui Su, Rui Su, Wangchu Ze, Wangchu Ze, Ruiyu Huang, Yanxia Guo, Gang Liu, Baolu Zhang

“…Data processing and visualization were conducted using R version 4.4.3.ResultsBetween 1990 and 2021, global environmental IHD deaths rates decreased by 31.13% and DALYs rates by 29.85%. …”
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Anatomic and Topographic Vitreous and Vitreoretinal Interface Features in Proliferative Diabetic Vitreoretinopathy by N. M. Kislitsyna, S. V. Novikov, S. V. Kolesnik, A. I. Kolesnik, M. P. Veselkova

“…“Vitreocontrast” suspension allows to visualize posterior cortex changes during different stages of PDR. …”
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Global incidence and trends of ocular cancer: A bibliometric analysis by Hang Xu, Alexander C. Rokohl, Xiaojun Ju, Yongwei Guo, Xincen Hou, Wanlin Fan, Ludwig M. Heindl

“…Use VOSviewer and CiteSpace for network visualization and Microsoft Excel for data management. …”
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Analysis of the marketing activities in the blood service: bibliometric analysis by Liliya Khomenko, Liudmyla Saher, Jan Polcyn

“…Methodological tools of the research methods were 2000-2019 years. The object of research is 262 relevant articles published in 25 journals over the period 2000–2019 because, namely, they explain the essence of marketing activity in blood service facilities. …”
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Carpal Tunnel Release with Ultrasound Guidance Versus Open and Mini-Open Carpal Tunnel Release: A Systematic Review and Meta-Analysis of Randomized Controlled Trials by Seper Ekhtiari, MD, MSc, Mark Phillips, PhD, Dalraj Dhillon, BSc, Ali Shahabinezhad, MD, Conner McMains, MD, Bill Dzwierzynski, MD, Mohit Bhandari, MD, PhD

“…The objective of this study was to compare CTR-US with traditional open or mini-open CTR based on evidence from randomized controlled trials (RCTs). Methods: The electronic databases Embase and MEDLINE were searched from inception to November 2022. …”
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Development and usability testing of an integrated geriatric care model (SMART system) to promote integrated home-based geriatric care by Rongrong Guo, Huan Fan, Shuqin Xiao, Ziling Zheng, Fangyu Yang, Yanyan Xiao, Xue Yang, Ying Wu

“…This study aimed to address the gap by developing an integrated geriatric care model (SMART system) using a knowledge-based clinical decision support system (CDSS) architecture inspired by the principle of neural reflex and evaluate the usability of the SMART system. Methods The development of our SMART system was guided by the knowledge-based Clinical Decision Support System architecture and the principle of neural reflexes, which included 5 phases: (1) functional design; (2) architecture and database design; (3) security measures design; (4) user interface and visualization design; (5) prototypes development and iteratively testing. …”
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Advancing Diabetic Retinopathy Screening: A Systematic Review of Artificial Intelligence and Optical Coherence Tomography Angiography Innovations by Alireza Hayati, Mohammad Reza Abdol Homayuni, Reza Sadeghi, Hassan Asadigandomani, Mohammad Dashtkoohi, Sajad Eslami, Mohammad Soleimani

“…Optical Coherence Tomography Angiography (OCTA) now enables non-invasive, layer-specific visualization of the retinal vasculature, facilitating more precise identification of early microvascular changes. …”
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Development and validation of a novel predictive model for dementia risk in middle-aged and elderly depression individuals: a large and longitudinal machine learning cohort study by Xuan Xiao, Yihui Li, Qiaoboyang Wu, Xinting Liu, Xu Cao, Maiping Li, Jianjing Liu, Lianggeng Gong, Xi-jian Dai

“…For practical implementation, we deployed the optimal model to a web application for visualization and dementia risk assessment, named DRP-Depression. …”
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Evaluating the Effectiveness and Complications of Robotic vs Other Surgery Techniques for Mitral Valve Repair or Replacement: A Comprehensive Systematic Review and Meta-analysis by Carlos Esteban Vidal Valderrama, Ramon Isaac Zavala Garcia, Yeisson Rivero Moreno, Raul Antunez Perez, Jessica Edith Acevedo Rodriguez, Vanessa Pamela Salolin-Vargas, Leopoldo David Trujillo-García, Mauricio Alejandro Saldaña-Ruiz, Noe Alejandro Zúñiga González, Vanessa Jarelly Rodríguez-Huerta, Carolina Cantú Navarro

“…Traditional open-heart surgery has long been the standard approach, offering reliable outcomes through direct visualization and access to the heart. However, advancements in minimally invasive techniques, particularly robotic-assisted surgery, have introduced new possibilities in the field of cardiac surgery and benefits to the patients regarding the outcomes and complications. …”
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Development and validation of a model for predicting in-hospital mortality in patients with sepsis-associated kidney injury receiving renal replacement therapy: a retrospective coh... by Caifeng Li, Ke Zhao, Qian Ren, Lin Chen, Ying Zhang, Guolin Wang, Keliang Xie

“…The objective of this study was to develop and validate a predictive model for in-hospital mortality in patients with SAKI receiving RRT.MethodsPatients with SAKI receiving RRT from the MIMIC-IV database were retrospectively enrolled and randomly assigned to either the training cohort or the testing cohort in a 7:3 ratio. …”
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Isolation and in silico analysis of a new subclass of parasporin 4 from Bacillus thuringiensis coreanensis by Thais N. F. Santos, Raquel O. Moreira, Jardel D. B. Rodrigues, Luis A. C. Rojas, Jackson A. M. Souza, Janete A. Desidério

“…Sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE) gel analyses allowed the visualization of the inactive and active PS4 protein from the positive strain, after solubilization and activation with Proteinase K. …”
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Preclinical markers of carotid atherosclerosis and cardiovascular risk assessed by the ESH/ESC scale (2003, 2007, 2009) by S. Sh. Urazalina, A. N. Rogoza, T. V. Balakhonova, R. P. Myasnikov, T. E. Kolmakova, Yu. A. Karpov, V. V. Kukharchuk, S. A. Boytsov

“…In total, AP were visualized in 358 out of 600 participants (59,6 %). …”
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Fully Automated Photoplethysmography-Based Wearable Atrial Fibrillation Screening in a Hospital Setting by Khaled Abdelhamid, Pamela Reissenberger, Diana Piper, Nicole Koenig, Bianca Hoelz, Julia Schlaepfer, Simone Gysler, Helena McCullough, Sebastian Ramin-Wright, Anna-Lena Gabathuler, Jahnvi Khandpur, Milene Meier, Jens Eckstein

“…This implementation allowed for real-time data visualization and intervention in the form of a Holter ECG. …”
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