GRLGRN: graph representation-based learning to infer gene regulatory networks from single-cell RNA-seq data by Kai Wang, Yulong Li, Fei Liu, Xiaoli Luan, Xinglong Wang, Jingwen Zhou

“…The interpretation discussion and the network visualization were conducted. Conclusions The experimental results and case studies illustrate the considerable performance of GRLGRN in predicting gene interactions and provide interpretability for the prediction tasks, such as identifying hub genes in the network and uncovering implicit links.…”
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A 10-year bibliometric analysis in the field of osteosarcoma treatment from 2014 to 2023 by Yiguo Shen, Xiaobo Shao, Jiansong Chen, Xin Tang

“…Abstract Objective This paper aims to explore the research hot spot and development trend in osteosarcoma treatment using a bibliometric method based upon Web of Science Core Collection (WoSCC) platform over the last decade. …”
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THE VALUE OF PET/CT IN THE DIAGNOSIS, STADING AND MONITORING OF COLORECTAL CANCER by V. I. Chernov, N. M. Goncharova, V. E. Goldberg, E. A. Dudnikova, R. V. Zelchan, A. A. Medvedeva, I. G. Sinilkin, O. D. Bragina, A. V. Avgustinovich, A. V. Goldberg, R. V. Ermolenko, N. O. Popova, E. I. Simolina, V. V. Vysotskaya

“…PET with 18F-FDG was shown to be a promising imaging method for colorectal cancer. It is the most sensitive method in the detection of liver metastases. 18F-FDG PET is particularly superior to CT and MET in the ability to assess tumor response to treatment and predict early tumor response to therapy. …”
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Effect of mental imagery using cognitive aids on the performance of novice anesthesiology residents during a simulated cardiopulmonary resuscitation by Manon Levy, Cécile Dopff, Gerard Audibert, Antoine Bouquet, Thomas Gurda, Mohammed Sy, Pauline Bleuze, Daphné Michelet

“…Abstract Background Mental imagery, defined as the conscious experience of visualization without real sensory stimuli, has been shown to be effective in various disciplines, such as elite sports, music and surgery to enhance performance. …”
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Spatio-Temporal Analysis of Tuberculosis Clusters in a Region of Topographic Diversity: A Case Study from West Sulawesi Province, Indonesia by Fahrul Islam, Haeranah Ahmad, Fajar Akbar, Ain Khaer, Iwan Suryadi, Muhammad Syukri, Kadar Ramadhan

“…This study aimed to identify geospatial clusters of TB cases in West Sulawesi Province, Indonesia, an area known for its topographic variability. Methods: An ecological study design was employed. …”
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Bioinformatics identification of key genes associated with the prognosis of gastric cancer by LIU Zhao, LIU Rui, FAN Haijing, SUN Hui, LYU Jing, ZHANG Zhen

“…The Database for Annotation, Visualization, and Integrated Discovery was used for functional enrichment analysis. …”
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Machine learning-based prediction model for arteriovenous fistula thrombosis risk: a retrospective cohort study from 2017 to 2024 by Peng Shu, Ling Huang, Xia Wang, Zhuping Wen, Yiqi Luo, Fang Xu

“…This study seeks to develop an interpretable machine learning model to forecast the risk of arteriovenous fistula thrombosis. Methods Clinical data were retrospectively collected from 1,168 patients who received hemodialysis via arteriovenous fistulas at The Central Hospital of Wuhan between January 2017 and October 2024. …”
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The research focus and frontiers in surgical treatment of essential tremor by Linlin Zhang, Shifang Cui, Hongyan Bi, Qiang Chen, Mengfan Kan, Cheng Wang, Yu Pu, Hongxia Cheng, Bin Huang

“…Among the top ten highly cited articles, five pertained to MR-guided focused ultrasound thalamotomy, two addressed localization techniques, and one focused on surgical targets.ConclusionThis study employs comprehensive bibliometric and visualization analyses to elucidate the evolution of research and identify emerging hotspots. …”
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Subtemporal approach for posterior communicating artery aneurysms by Jing Lan, Xiao Huang, Yue Liu, Ting-bao Zhang, Jin-cao Chen, Zheng-wei Li

“…Background and objectivesDirect visualization of the aneurysmal neck and its related perforating arteries during microsurgical clipping of posterior communicating artery (PCoA) aneurysms with posterior projection or true PCoA aneurysms through the pterional approach may be difficult and complicated.MethodsFrom January 2022 to January 2023, the clinical and angiographic information regarding PCoA aneurysms were retrospectively collected. …”
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Removal Large Fragment of Metal Wire from Eye Using Vitrectomy. Clinical Case by N. V. Mashchenko, A. Yu. Khudyakov, O. V. Kolenko, E. L. Sorokin

“…Initially, conditions for visualization of the vitreous cavity were created by performing 25G vitrectomy. …”
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High-sensitivity detection of copper ions in water via cellulose nanomaterial nano-antennas and DFT studies by Arwa Alharbi, Abdullah A.A. Sari, Ali H. Alessa, Razan M. Snari, Hatun H. Alsharief, Ibrahim S.S. Alatawi, E.F.M. El-Zaidia, Nashwa M. El-Metwaly

“…The widespread occurrence of copper in water presents serious health hazards, requiring improvement of a method to monitor and remove copper ions in the field. …”
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The Association of Liver Enzymes With Acute Cholecystitis Diagnosed Using the Tokyo Criteria in the Eastern Region of Saudi Arabia: A Retrospective Case‐Control Study by Mohammed Y. Alessa, Jawad S. Alnajjar, Mohammed A. Almarzooq, Mohammed A. AlSharit, Sarah Talal AlFares, Ahmed E. Alamin, Zuhair Yousef Aljomeah, Loai S. Albinsaad

“…Data were analysed using SPSS version 21, employing descriptive analysis, Pearson Chi‐Square test, Kruskal‐Wallis test, box‐plot visualization, Spearman correlation analysis, and ROC curve analysis. …”
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Smart grid stability prediction using Adaptive Aquila Optimizer and ensemble stacked BiLSTM by Safwan Mahmood Al-Selwi, Mohd Fadzil Hassan, Said Jadid Abdulkadir, Mohammed Gamal Ragab, Alawi Alqushaibi, Ebrahim Hamid Sumiea

“…It is utilized for feature selection by identifying and excluding irrelevant and redundant features and methodically evaluates seven key hyperparameters to fine-tune the model's performance. …”
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A novel brain MRI classification framework integrating tuned single scale retinex and empirical wavelet entropy features by Paravathanani Rajendra Kumar, Krishna Prakash, Buraga Ram Sai Teja, Kota Akhil Manoj, Adi Bhuvaneswar, Divvela David Syam Kumar, Shonak Bansal, Sandeep Kumar, Mohammad Rashed Iqbal Faruque, K. S. Al-mugren

“…Out of these various imaging systems, Magnetic Resonance Imaging (MRI) is the most commonly used diagnostic modality because it is non-invasive and provides clear visualization of brain tissues. This study proposes a novel brain MRI image classification framework involving image enhancement, adaptive decomposition, statistical feature extraction, and a supervised classification method. …”
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Development and validation of a prediction model for post-induction hypotension in elderly patients undergoing non-cardiac surgery: a prospective cohort study by Zhen Bian, Wei Dou, Yaoyu Ying, Haijing Shi, Fuhai Ji, Jinghui Hu, Ke Peng

“…The PIH prediction model was visualized as a nomogram and a dynamic application. …”
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Intraoperative computed tomography-guided robotic needle biopsy system with real-time imaging ability and remote-center-of-motion control by Zheng-Yang Lai, Chun-Ting Kuo, Shun-Mao Yang, Ming-Chih Ho, Yung-Yaw Chen, Tsu-Chin Tsao, Jia-Yush Yen

“…The core aim is to enhance procedural accuracy and efficiency by implementing precise, real-time remote-center-of-motion (RCM) control for needle interventions. Methods This study develops an integrated iCT-guided robotic needle biopsy/ablation system. …”
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THE EXPERIENCE IN INFORMATION SUPPORT FOR SUSTAINABLE DEVELOPMENT OF TERRITORIES WITH REGIONAL SPECIFICS by O. Y. Chereshnya, P. De Maeyer, M. V. Gribok, K. Milleville, V. S. Tikunov, V. A. Samuel, N. Van De Weghe

“…The basis for the territorial management support system is the spatial data infrastructure (SDI), which provides data storage, updating, access to data, as well as their visualization in the form of maps, graphs or tables. …”
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Variations in virulence factors, antifungal susceptibility and extracellular polymeric substance compositions of cryptic and uncommon Candida species from oral candidiasis by Orada Tosrisawatkasem, Sarut Thairat, Pairin Tonput, Pornpen Tantivitayakul

“…The phospholipase and proteinase activities were evaluated by agar plate method. Biofilm-forming activity was analyzed using XTT-metabolic assay. …”
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Validation of Ultrasound for Quantification of Knee Meniscal Tissue: A Cadaveric Study by Jacobo Rodríguez-Sanz, Miguel Malo-Urriés, Sergio Borrella-Andrés, Isabel Albarova-Corral, Carlos López-de-Celis

“…In the lateral meniscus, ultrasound visualized 107.1% of the anterior region, 105.1% of the middle region, and 97.8% of the posterior region. …”
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Development and validation of an early prediction model for cardiac death risk in patients with light chain amyloidosis: a multicenter study by Naidong Pang, Ying Tian, Hongjie Chi, Xiaohong Fu, Xin Li, Shuyu Wang, Feifei Pan, Dongying Wang, Lin Xu, Jingyi Luo, Aijun Liu, XingPeng Liu

“…Considering the comprehensive performance and clinical applicability, the LR model was selected as the final prediction model. The visualization results are ultimately presented in a nomogram. …”
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