Hybrid convolutional neural network and bi-LSTM model with EfficientNet-B0 for high-accuracy breast cancer detection and classification by Umesh Kumar Lilhore, Yogesh Kumar Sharma, Brajesh Kumar Shukla, Muniraju Naidu Vadlamudi, Sarita Simaiya, Roobaea Alroobaea, Majed Alsafyani, Abdullah M. Baqasah

“…Additionally, feature visualization techniques were applied to enhance the model’s interpretability, providing deeper insight into the decision-making process. …”
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RCSAN residual enhanced channel spatial attention network for stock price forecasting by WenJie Sun, Ziyang Liu, ChunHong Yuan, Xiang Zhou, YuTing Pei, Cui Wei

“…The model reduces RMSE by 17.3–49.3% compared to traditional methods and 6.2–11.6% compared to Transformer variants, with the highest $$R^2$$ reaching 93.17% and an increase in return on investment to 482.64%. …”
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The current state and development trends of frailty research in diabetic patients: a bibliometric analysis by Ziqi Xu, Ziqi Xu, Rui Zhou, Xinran Zhou, Zhengyan Zhang, Qiong Li, Guodong Wang

“…Statistical analysis and data visualization were conducted using Microsoft Excel, R Studio, VOS viewer, and Cite Space 6.3.R1. …”
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Unveiling cellular communications through rapid pan-membrane-protein labeling by Hirushi Gunasekara, Yu-Shiuan Cheng, Vanessa Perez-Silos, Alejandro Zevallos-Morales, Daniel Abegg, Alyssa Burgess, Liang-Wei Gong, Richard D. Minshall, Alexander Adibekian, Carlos Murga-Zamalloa, Alison E. Ondrus, Ying S. Hu

“…However, rapid, high-density labeling methods for multiplexed live imaging across diverse cell types remain scarce. …”
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Innovative nucleic acid detection of Clostridioides difficile utilizing the PAM-unconventional, one-step LAMP/CRISPR-Cas12b detection platforms by Yizhuo Zhang, Luqin Lv, Su Xu, Yijian Chen

“…Nonetheless, the limited compatibility between pre-amplification and CRISPR cleavage, coupled with the inherent selectivity of CRISPR systems for protospacer adjacent motif (PAM) sequences near the target site, poses additional constraints on the broader adoption of this approach.MethodsHere, we developed PAM-unconventional, One-step LAMP/CRISPR-Cas12b (POLC) detection platforms for the toxin-encoding genes tcdA and tcdB of C. difficile.ResultsThe POLC platforms operated at 60 °C, enabling result interpretation either through fluorescence intensity measurements or direct visualization under UV light. …”
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A bibliometric analysis of inflammation and thyroid carcinoma: research trends and future perspectives by Yanhui Feng, Caiqi Huang, Xiaoman Liu, Zhesi Xiao, Lu Wang, Zhengjia Lu, Jia Ming

“…Using Microsoft Excel 2019, we analyzed and visualized publication volume and growth trends. For co-occurrence and clustering analysis of countries, institutions, authors, journals, references, and keywords, we employed VOSviewer, CiteSpace, and the ‘bibliometrix’ package in R. …”
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Applicability of the adjusted morbidity groups algorithm for healthcare programming: results of a pilot study in Italy by Roberta Papa, Francesco Balducci, Giulia Franceschini, Marco Pompili, Marco De Marco, Josep Roca, Rubèn González-Colom, David Monterde

“…This study aims to apply the Adjusted Morbidity Groups (AMG) algorithm in the context of an Italian Region, and evaluate its performance to support decision-making processes in healthcare programming. Methods The pilot study used five Healthcare Administrative Databases (HADs) covering the period 2015–2021. …”
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Full-endoscopic spine surgery for intradural pathologies: A systematic review of innovations, challenges, and future prospects by Ilyas Dolas, Tugrul Cem Unal, Cafer Ikbal Gulsever, Duygu Dolen, Ali Guven Yorukoglu, Altay Sencer

“…Benefits included minimal tissue disruption, improved visualization, shorter hospital stays, and reduced complications. …”
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Development of a Rapid Epstein–Barr Virus Detection System Based on Recombinase Polymerase Amplification and a Lateral Flow Assay by Yidan Sun, Danni Tang, Nan Li, Yudong Wang, Meimei Yang, Chao Shen

“…Existing tests to detect EBV can be divided into three categories: nucleic acid assays, serological assays, and in situ hybridization assays. However, most methods are time-consuming, expensive, and not conducive to high-volume clinical screening. …”
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Contemporary clinical perspectives on chronic low back pain: The biology, mechanics, etc. underpinning clinical and radiological evaluation by Stone Sima, Ashish Diwan

“…However, addressing the root cause necessitates its identification and substantiation through visualization. Methods This perspective reviews the diagnostic complexities of LBP. …”
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Congo red fluorescence enhances digital pathology workflow in cardiac amyloidosis by Giorgio Cazzaniga, Monica De Gaspari, Vincenzo L’Imperio, Carlo Beretta, Angela Greco, Stefania Rizzo, Cristina Basso, Fabio Pagni

“…Abstract Despite advances in non-invasive methods, endomyocardial biopsy (EMB) remains essential for definitive diagnosis of amyloidosis in many cases. …”
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Evaluation of Predictors of the Effectiveness of Bronchoscopic Biopsies with Navigation by Endobronchial Ultrasound Mini Probes in Peripheral Lung Masses of Various Etiologies by I. Yu. Shabalina, Ya. O. Chesalina, E. E. Larionova, Yu. S. Berezovskiy, O. V. Lovacheva, А. E. Ergeshov

“…The objective of the study: to evaluate and compare the predictors of effectiveness of navigation bronchobiopsy – radial endobronchial ultrasound with mini probes (rEBUS) in patients with peripheral pulmonary tumors of tuberculosis and oncological origin.Subjects and Methods. The effectiveness of rEBUS-guided bronchoscopic biopsies and predictors of this effectiveness were retrospectively analyzed in 152 patients (71 men and 81 women) with pulmonary tumors visualized by chest computed tomography (CT) as peripheral lung masses. …”
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A comparative analysis of biometric parameters of optic nerves obtained by ultrasonic sensors of varied frequencies by V. V. Neroev, T. N. Kiseleva, M. S. Zaytsev, A. V. Baeva, E. K. Eliseeva, A. I. Ushakov

“…A high frequency 20 MHz transducer can be recommended for optimal visualization and precise evaluation of biometric parameters of the retrobulbar part of the optic nerve. …”
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Current Applications and Outcomes of Robotic Surgery in Pediatric Upper Airway and Neck Procedures: A Systematic Review by Irene Claudia Visconti, Marella Reale, Virginia Dallari, Eleonora M. C. Trecca, Antonella Miriam Di Lullo, Mario Turri-Zanoni, Michele Gaffuri

“…Reported advantages included enhanced visualization, precision, and reduced morbidity. Limitations involved size mismatches, limited working space, and high costs. …”
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Enhancing the accuracy of cup placement in total hip arthroplasty using CT-based navigation by a trainee surgeon: a retrospective cohort study by Tetsuya Tachibana, Hiroki Katagiri, Takahisa Ogawa, Gaku Koyano, Tetsuya Jinno

“…Methods This retrospective cohort study included 112 hips that underwent total hip arthroplasty using CT-based navigation via anterolateral approach in the supine position by a trainee surgeon who had performed fewer than 20 prior THA cases. …”
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A quick response data collection and management system for digital twin production line based on cloud-fog-edge computing collaboration [version 1; peer review: 2 approved, 1 appro... by Xuesong Mei, Zhiyuan Li, Zheng Sun, Jun Xu, Dawei Zhang

“…Functional tests show that the system has the functions of data acquisition and transmission, device addition and viewing, device data querying and downloading, data and model visualization, and user rights setting. The average time for edge data collection and transmission is 183.6ms. …”
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Investigation of the Penetration Ability of InP/ZnSe/ZnS 650 Quantum Dots into the Anterior Chamber of the Eye by Topical Application. Experimental Study by O. V. Shilovskikh, V. O. Ponomarev, V. N. Kazaykin, K. A. Tkachenko, E. G. Kovalenko, A. S. Vokhmintsev, I. A. Weinstein, Yu. V. Kuznetsova

“…Quantum dots can be used as an anti-infective agent, a means for visualization of intraocular structures, drug delivery, as well as a means for electrical stimulation of the retina. …”
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Optimization of dual-layer flow field in a water electrolyzer using a data-driven surrogate model by Lizhen Wu, Zhefei Pan, Shu Yuan, Xiaoyu Huo, Qiang Zheng, Xiaohui Yan, Liang An

“…Therefore, machine learning methods are adopted to accelerate the optimization. …”
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Coupling thin layer chromatography with mass spectrometry for detection and identification of sertraline and its metabolite in the urine by S. B. Baiurka, S. A. Karpushyna, N. M. Kosmina, L. V. Krichkovskaya, I. Ye. Bylov, O. O. Altukhov

“…The aim of the study was to detect sertraline and its metabolites in urine under standardized thin layer chromatography (TLC) screening conditions and identify the metabolites using the mass spectrometry method. Materials and methods. Urine samples, collected within 30 hours in portions of 20–50 mL, commenced from the seventh hour after the administration of a single therapeutic dose of the drug. …”
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RENAL DENERVATION: IMPACT OF ANATOMY ON PROCEDURE OUTCOME by TATIANA Y. Chichkova, SERGEY E. Mamchur, MARIA P. Romanova, EGOR A. Khomenko, ALEXANDR Y. Ivanov

“…Depending on the anatomy of renal arteries defined by non-invasive visualization, patients who underwent renal denervation were as-signed into the subgroups with typical anatomy (A1 and A2) and with multiple arteries (B1 and B2). …”
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