An innovative model based on machine learning and fuzzy logic for tracking lower limb exercises in stroke patients by Utpal Chandra Das, Ngoc Thien Le, Timporn Vitoonpong, Chalermdej Prapinpairoj, Kawee Anannub, Wasan Akarathanawat, Aurauma Chutinet, Nijasri Charnnarong Suwanwela, Pasu Kaewplung, Surachai Chaitusaney, Watit Benjapolakul

“…Traditional rehabilitation methods can be time-consuming and hard to measure for progress. …”
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Enhancing physicochemical, bioactive, and nutritional properties of sweet potatoes: Ultrasonic contact drying with slot jet nozzles compared to hot-air drying and freeze drying by Gulcin Yildiz, Yuan Gao, Junzhou Ding, Si Zhu, Guibing Chen, Hao Feng

“…Additionally, FTIR analysis revealed that peaks in specific spectral regions indicated superior preservation of bioactive compounds in SJR + US samples compared to other methods, which was also confirmed by principal component analysis (PCA) and heatmap visualization. …”
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Multimodal deep learning with MUF-net for noninvasive WHO/ISUP grading of renal cell carcinoma using CEUS and B-mode ultrasound by Yixin Zhu, Ji Wu, Qiongxian Long, Yan Li, Hao Luo, Lu Pang, Lin Zhu, Hui Luo

“…ObjectiveThis study aimed to develop and validate a multimodal deep learning model that utilizes preoperative grayscale and contrast-enhanced ultrasound (CEUS) video data for noninvasive WHO/ISUP nuclear grading of renal cell carcinoma (RCC).MethodsIn this dual-center retrospective study, CEUS videos from 100 patients with RCC collected between June 2012 and June 2021 were analyzed. …”
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Regional caries data availability in Saudi Arabia: Impact of socioeconomic factors and research potential by Asim Al-Ansari, Maha El Tantawi, Mohamed Mehaina, Muhanad Alhareky, Shazia Sadaf, Jehan AlHumaid, Adel AlAgl, Fahad Al-Harbi

“…ArcGIS was used for data visualization and logistic regression was used for analysis. …”
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Possibilities of Complex Ultrasound Examination in the Assessment of Hemodynamic and Structural Features of Retinal Capillary Hemangioma by V. V. Neroev, T. N. Kiseleva, P. A. Ilyukhin, K. A. Ramazanova, M. A. Ryabina, A. Y. Novikova

“…Purpose: to study the possibilities of complex ultrasound examination in the assessment of hemodynamic and structural features of retinal capillary hemangioma (RCH).Patients and methods. 26 patients (35 eyes) with RCHs at the age of 11 to 53 years (mean 26.6 ± 9.4 years) were examined. …”
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Evaluating anti-MRSA antibiotic stewardship with a focus on trends in consumption and resistance in a tertiary hospital in Alexandria, Egypt from 2019 to 2023 by Ehab Elmongui, Adel Zaki, Amel Elsheredy, Asmaa Abd Elhameed

“…Exploratory data analysis, including time series visualization and linear regression, assessed trends and the impact of COVID-19 on antibiotic use and resistance patterns. …”
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Clinical Outcomes of Transcatheter Arterial Embolization after Failed Endoscopic Intervention for Acute Non-Variceal Bleeding Associated with Benign Upper Gastrointestinal Diseases by Sang Yoon Kim, Su Jin Kim, Ayoung Lee, Kichul Yoon, Jun Young Park, Ju Yup Lee, Jae Myung Park

“…We investigated clinical outcomes of TAE for non-variceal bleeding from benign UGI diseases uncontrolled with endoscopic intervention. Methods This retrospective study performed between 2017 and 2021 across four South Korean hospitals. …”
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Experimental determination and theoretical calculation for CO2 liquid-solid phase equilibrium in PLNG by Zihe LI, Jianlu ZHU, Qing MIAO, Feng YAN, Xin OUYANG, Chaofei NIE, Hui HAN, Yuxing LI

“…Understanding the liquidsolid phase equilibrium mechanism of CO2 in PLNG is crucial for determining the gas-mass treatment indicators of PLNG. Methods A novel liquid-solid phase equilibrium test setup was designed and built with visualization and continuous sampling functions. …”
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Bretschneider (Custodiol®) and St. Thomas 2 Cardioplegia Solution in Mitral Valve Repair via Anterolateral Right Thoracotomy: A Propensity-Modelled Comparison by Constantin Mork, Luca Koechlin, Thibault Schaeffer, Lena Schoemig, Urs Zenklusen, Brigitta Gahl, Oliver Reuthebuch, Friedrich S. Eckstein, Martin T. R. Grapow

“…Single-dose cardioplegia is preferred in minimal invasive mitral valve surgery to maintain the adjustment of the operative site without change of preset visualization. The aim of our study was to compare two widely used crystalloid cardioplegias Bretschneider (Custodiol®) versus St. …”
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Time-dependent changes in corneal biomechanics after small incision lenticule extraction: an in vivo study by Di Zhang, Haixia Zhang, Yan Zheng, Caiyun Fu, Lei Tian, Changbin Zhai, Lin Li

“…Abstract Background This study aimed to investigate the in vivo temporal changes in corneal biomechanical properties following small-incision lenticule extraction (SMILE). Methods This retrospective study included 30 myopic patients who underwent SMILE with preoperative and postoperative ocular examinations (at 1 week, 1 month, 3 months, and 6 months) including Pentacam and corneal visualization Scheimpflug technology (Corvis ST) at 5 time points over a 6 months period. …”
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Impact of cannula diameter on pregnancy outcomes after minimally invasive fetal laser surgery in the treatment of twin‐to‐twin transfusion syndrome: A systematic review and meta‐an... by Anouk M. van derSchot, Josee L. vanSteenis, Esther Sikkel, Marc E. A. Spaanderman, Joris vanDrongelen

“…The aim of the study was to determine the impact of cannula size on pregnancy outcomes, with a particular focus on PPROM. Material and methods The protocol was developed and registered in the PROSPERO database under registration number CRD42022333630. …”
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Logic models for the evaluation of complex interventions in public health: lessons learnt from a staged development process by Stephan Voss, Julia Bauer, Michaela Coenen, Caroline Jung-Sievers, Graham Moore, Eva Rehfuess

“…Specifically, we aim to identify advantages and challenges associated with this process, and deduce lessons learnt for staged logic model development and logic model development in general. Methods For the staged logic model development process, a first draft of the logic model was developed at the start of the evaluation. …”
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Controversies in minimally invasive surgery for invasive cervical cancer by O. N. Churuksaeva, L. A. Kolomiets, A. L. Chernyshova, A. B. Villert, M. O. Ochirov, Yu. M. Trushchuk, A. A. Maltseva, L. A. Tashireva

“…Statistical analysis and visualization of the analysis results were performed using prism 9.5.1 (GraphPad, USA). …”
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Evaluation of feeding difficulties using videofluoroscopic swallow study and swallowing therapy in infants and children by Yun Chou, Lan-Wan Wang, Chien-Jen Lin, Lin-Yu Wang, Wen-Hui Tsai, Mei-Ju Ko

“…Videofluoroscopic swallow study (VFSS) is a useful tool for real-time visualization of the swallowing process and airway aspiration. …”
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Machine Learning-Based Prediction Model for Multidrug-Resistant Organisms Infections: Performance Evaluation and Interpretability Analysis by Zhao W, Sun P, Li W, Shang L

“…The model’s dynamic visualization capabilities support individualized risk assessment and evidence-based antimicrobial stewardship. …”
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Emerging Healthcare Technologies in Gastrointestinal Endoscopy: 75 Years of Evolution by Irina Florina CHERCIU HARBIYELI, Elena Daniela BURTEA, Vlad IOVANESCU, Dan Nicolae FLORESCU, Ion ROGOVEANU, Dan Ionut GHEONEA, Adrian SAFTOIU

“… Introduction: Over the past 75 years, gastrointestinal endoscopy (GIE) has undergone remarkable transformative advancements that continue to shape its future. Material and Methods: A comprehensive literature search was conducted to gather relevant studies on emerging technologies in GIE. …”
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Bibliometric Analysis of microRNA: A Comprehensive Evaluation of Its Contribution to Acute Coronary Syndromes by Gao Y, Li T, Mu X, Ren X, Wang J, Fan J, Zhu H, Wang X

“…By analyzing global publications, we aim to highlight hotspots and translational directions for advancing miRNA applications in ACS diagnosis and therapy.Materials and Methods: Articles on miRNA and ACS published between 2007 and 2023 were retrieved from the Web of Science Core Collection. …”
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Approach to automating viral genome assembly by Ms Anastasiia Paremskaia, Dr Andrei Deviatkin, Dr Pavel Volchkov

“…We demonstrated the effectiveness of this approach using IAV as an example, which confirms its applicability to any other viruses when an appropriate database is available. Methods: A representative database of IAV (n = 872,467) was created for each segment (n = 8) of the IAV based on data obtained from GenBank using the query (txid11320). …”
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Fluorescein sodium for resection of high-grade astrocytoma: A single-center prospective study in Vietnam by Anh Minh Nguyen, Nguyen Thanh Lam, Nguyen Duc Vu, Hoa Viet Nguyen, Nguyen Phan Thanh Tu, Dang Cao Son

“…Objective: The objective of this study was to assess the feasibility, safety, and efficacy of using fluorescein sodium (FS) with the YELLOW 560 nm filter as an adjunct in the resection of high-grade astrocytomas. Methods: Between October 2019 and October 2023, 62 patients diagnosed with high-grade astrocytoma were prospectively enrolled. …”
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Integrating geographic information systems into veterinary education within the one health framework: an interdisciplinary approach by Antonio Contreras, Víctor Cuevas, Jorge Rivera-Gomis, Jorge Rivera-Gomis, Antonio Sánchez, Pelayo Acevedo, Joaquin Vicente

“…The exercises support data visualization, geospatial analysis, and the generation of online outputs. …”
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