Current perspectives and trend of ferroptosis in head and neck cancer: a bibliometric analysis by Jin Pan, Yi Zhang, Binbin Zhao, Wei Shao, Xin Chen

“…Despite growing interest in ferroptosis within cancer research, systematic analyses and comprehensive visualizations of research hotspots, leading contributors, and emerging trends—particularly in the context of head and neck cancers—remain limited.Materials and methodsThis study conducted a bibliometric analysis using data retrieved from the Web of Science Core Collection, covering the period from January 1, 2016, to March 20, 2025. …”
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Detecting and localizing cervical lesions in colposcopic images with deep semantic feature mining by Li Wang, Ruiyun Chen, Jingjing Weng, Huiping Li, Shi Ying, Jinghui Zhang, Zehao Yu, Chengbin Peng, Siming Zheng

“…Furthermore, transfer learning was employed to create a feature extractor tailored to colposcopic imagery. Multi-scale data were bolstered by an attention mechanism to facilitate precise segmentation of lesion areas. …”
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The Diagnostic Effect of Intraoperative Indocyanine Green Imaging for Endometriosis: A Systematic Review and Meta-Analysis by Yuan Zhuang, Honghui Ou, Yue Xu, Hua Yang

“…We also performed manual searches using the reference lists from selected articles, along with reports from relevant meetings and Google Scholar. Data were stored and analyzed by Review Manager version 5.3 and Stata/MP version 14.0. …”
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RESEARCH TREND IN ISLAMIC FINANCIAL TECHNOLOGY AND BLOCKCHAIN: A BIBLIOMETRIC ANALYSIS by Mohd Fauzi Abu-Husin, Kuni Afifah, Aam Slamet Rusydiana, Asnawi, Muhammad Bilal Zafar, Muhammad Hanif Mohd Noor, Siti Nurjanah Mastor Mustafa, Mohd Afandi Salleh

“…Employing Network Visualization, the study identifies five distinct clusters within this field. …”
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Cognitive deficits in treatment-resistant depression: protocol for a systematic review and meta-analysis by Maximilian Kiebs, Richard Porter, Katie Douglas, Eivind Haga Ronold, Daniel Jensen, Anders Lillevik L Thorsen, Rune Raudeberg, Leif Oltedal, Åsa Hammar, Marco Hirnstein

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Analysis of arteriovenous fistula failure factors and construction of nomogram prediction model in patients with maintenance hemodialysis by Shengjie Guo, Yurou Wang, Chao Zou, Liping Liu, Tingting He, Chengcheng Sun, Xiaosu Gan, Xiaofang Tian, Liying Yuan

“…The purpose of this study was to analyze the factors associated with AVF failure in MHD patients and to establish a nomogram prediction model.Methods Data on end-stage renal disease (ESRD) patients undergoing MHD at our hemodialysis center were retrospectively collected and analyzed. …”
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Advancing research translation in addiction and pain: A portfolio analysis of the NIH HEAL initiative by Ginnie Sawyer-Morris, Merve Ulukaya, Bryce Kushmerick-McCune, Kendra J. Clark, Jacqueline Bruce, Scott Gatzke, Scott T. Walters, Faye S. Taxman

“…Descriptive statistics and visualization techniques were employed to analyze and map aggregate characteristics onto CFIR’s domains (e.g., outer setting). …”
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Serum peptide biomarkers by MALDI-TOF MS coupled with machine learning for diagnosis and classification of hepato-pancreato-biliary cancers by Piya Prajumwongs, Attapol Titapun, Vasin Thanasukarn, Apiwat Jareanrat, Natcha Khuntikeo, Krit Rattanarak, Nisana Namwat, Poramate Klanrit, Arporn Wangwiwatsin, Jarin Chindaprasirt, Supinda Koonmee, Prakasit Sa-Ngiamwibool, Nattha Muangritdech, Sawanya Charoenlappanit, Janthima Jaresitthikunchai, Sittiruk Roytrakul, Watcharin Loilome

“…Serum samples collected from healthy individuals and patients with various HPB cancers were analyzed to generate PMF profiles. The resulting data were randomly split into training and testing sets. …”
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The landscape of research on ferroptosis under hypoxic conditions: a bibliometric analysis by Di Yu, Yibo Hu, Meijuan Ma, Wenjia Li, Xiaohui Zhao

“…Therefore, we performed a bibliometric review of the Web of Science Core Collection (WoSCC) database to investigate the link between ferroptosis and hypoxia from January 2013 to December 2023.MethodThe core collection within the Web of Science bibliographic index was consulted to extract relevant articles and reviews. Data on publications, countries, institutions, authors, journals, citations, and keywords in the included studies were systematically analyzed using Microsoft Excel 2019 and CiteSpace 6.3.R1 software.ResultA comprehensive analysis and visualization of 472 research papers on ferroptosis under hypoxic conditions published between 2013 and 2023 revealed emerging research hotspots and trends. …”
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Indocyanine green fluorescence improves safety in laparoscopic cholecystectomy using the Fundus First technique: a retrospective study by Susanna Haverinen, Susanna Haverinen, Evelina Pajus, Gabriel Sandblom, Gabriel Sandblom, Yücel Cengiz, Yücel Cengiz

“…Previous studies have compared ICG with conventional visualization showing shorter operation time and lower conversion rates during LC performed with traditional operation techniques. …”
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Multimodal Imaging of Lamellar Macular Holes by Roberto dell’Omo, Mariaelena Filippelli, Serena De Turris, Andrea Govetto, Pasquale Napolitano, Ermanno dell’Omo, Ciro Costagliola

“…Scarce data regarding invasive imaging techniques, such as fluorescein angiography, for the study of LMH are available in the literature. …”
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Research Trends and Hotspots on Asthma and Depression: A Bibliometric Analysis by Peng G, Cheng B, Ding R, Dai A

“…VOSviewer and CiteSpace software were utilized for visual analysis and data visualization, enabling us to map collaboration networks and identify research hotspots and trends within the asthma and depression literature.Results: Our analysis retrieved 3067 papers from 937 journals, involving 14,631 authors and 4006 institutions across 106 countries. …”
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GradCAM-PestDetNet: A deep learning-based hybrid model with explainable AI for pest detection and classification by Ramitha Vimala, Saharsh Mehrotra, Satish Kumar, Pooja Kamat, Arunkumar Bongale, Ketan Kotecha

“…Additionally, Vision Transformers (ViT) and Swim Transformers were explored for their ability to process complex data patterns. To enhance model interpretability, GradCAM-PestDetNet integrates Gradient-weighted Class Activation Mapping (Grad-CAM), allowing better visualization of model predictions. • Uses YOLOv8 models (YOLOv8n for fastest inference at 1.86 ms/img) and transfer learning for pest detection ensuring that the system is viable for low-resource environments. • Employs an ensemble model (ResNet50, DenseNet, MobileNet) that achieved 67.07 % accuracy, 66.3 % F1-score and 68.1 % recall. …”
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Modern experimental methods for assessing the effectiveness of tissue-engineered products for hyaline cartilage regeneration by M. S. Bozhokin, M. S. Bozhokin, Yu. S. Korneva, Yu. S. Korneva, S. A. Bozhkova, E. R. Mikhaylova, D. M. Marchenko, B. R. Rakhimov, B. R. Rakhimov, Y. A. Nashchekina, M. G. Khotin

“…In this study, we have systematized data on the effectiveness and feasibility of methods to analyze structure, mechanical characteristics, cell interaction with the scaffold, and their ability to form new tissue before and after transplantation.…”
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Can late lymphoscintigraphy be omitted in the sentinel node procedure in early‐stage vulvar cancer? by Daniek Thissen, Joanne A. deHullu, Marcel J. R. Janssen, Johanna W. M. Aarts

“…However, in 35% of women late scintigraphy detected more nodes. In case of poor visualization after the first scintigraphy, re‐injection should be considered. …”
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Integrated 3D imaging of FFPE lung tissue combining microCT, light and electron microscopy allows for contextualized ultrastructural and histological analysis by Johanna Reiser, Jonas Albers, Angelika Svetlove, Mara Mertiny, Felix K. F. Kommoss, Constantin Schwab, Anna Schneemann, Giuliana Tromba, Irene Wacker, Ronald E. Curticean, Rasmus R. Schroeder, Hans-Ulrich Kauczor, Mark O. Wielpütz, Christian Dullin, Willi L. Wagner

“…While most of the µCT data shown in the manuscript was acquired at a Synchrotron, we further demonstrate that our workflow can also be applied using X-ray microscopy.…”
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Bibliometric analysis of the GentleWave system: trends, collaborations, and research gaps by Raimundo Sales de Oliveira Neto, Thais de Moraes Souza, João Vitor Oliveira de Amorim, Thaine Oliveira Lima, Guilherme Ferreira da Silva, Rodrigo Ricci Vivan, Murilo Priori Alcalde, Marco Antonio Hungaro Duarte

“…Two reviewers independently screened publications, extracting data on authorship, publication details, study design, and citation metrics. …”
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Multiomics-Based Deep Learning Prediction of Prognosis and Therapeutic Response in Patients With Extensive-Stage Small Cell Lung Cancer Receiving Chemoimmunotherapy: A Retrospectiv... by Nie F, Pei X, Du J, Shi W, Wang J, Feng L, Liu Y

“…The prognostic evaluation of patients receiving combination therapy was based on the COX regression model, with predictive performance assessed through nomogram visualization and calibration curves.Results: Out of 309 patients with ES-SCLC, 248 (80.26%) responded to combination therapy. …”
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Recent advancements in metal oxide‐based hybrid nanocomposite resistive random‐access memories for artificial intelligence by Anirudh Kumar, Kirti Bhardwaj, Satendra Pal Singh, Youngmin Lee, Sejoon Lee, Mohit Kumar, Sanjeev K. Sharma

“…This occurs due to their fast switching with ultralow power consumption, high ON/OFF ratio, excellent data retention, good endurance, and even great possibilities for altering resistance analogous to their biological counterparts for neuromorphic computing applications. …”
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Compass Fundus-Guided Perimetry in Geographic Atrophy by Roberta Farci, Arturo Carta, Paolo Fogagnolo, Luca Mario Rossetti, Maurizio Fossarello

“…Data were exported to an Excel sheet. Binarization with black/white (B/W) variables was applied on the compass photo fundus and matched with visual field scores. …”
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