Deep learning-based prediction of atrial fibrillation from polar transformed time-frequency electrocardiogram. by Daehyun Kwon, Hanbit Kang, Dongwoo Lee, Yoon-Chul Kim

“…In this study, we investigated a novel method for visualizing ECG signals using polar transformations of short-time Fourier transform (STFT) spectrograms and evaluated the performance of deep convolutional neural networks (CNNs) in predicting atrial fibrillation from these polar transformed spectrograms. …”
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A Web Application for the Photon Strength Function Database by Jongile S., Marian L., Dimitriou P., Wiedeking M.

“…A specialized web application has been developed to manage, query, and visualize photon strength function (PSF) data, compiled as a part of an IAEA Coordinated Research Project. …”
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Infectious endocarditis course after ascending aorta replacement with a valved conduit by N. A. Morova, V. N. Tsekhanovich

“…In this case, structural changes visualization to confirm the disease is not necessary.…”
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MINI-INVASIVE INTERVENTIONS UNDER MAGNETIC RESONANCE GUIDANCE IN THE CLARIFYING DIAGNOSIS OF SMALL PELVIC TUMORS by D. V. Neledov, Z. N. Shavladze, T. P. Berezovskaya

“…The indications for bone biopsy under MR guidance were poor visualization of bone changes or their absence during radiography, including computed tomography. …”
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Clinical and functional features of mitral valve prolapse in adolescents by S. M. Kushnir, T. B. Belyakova, L. K. Antonova, A. A. Beketova

“…To investigate the features of hemodynamic changes and autonomic regulation in adolescents with Stage I-II mitral valve prolapse (MVP). Material and methods. In total, 112 adolescents with MPV underwent clinical examination, Doppler ultrasound, and cardiointervalography. …”
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Challenges in Minimally Invasive Choledochal Cyst Surgery by Revathy Menon, Kirtikumar J. Rathod, Taruna Yadav, Shubhalaxmi Nayak, Rahul Saxena, Avinash S. Jadhav, Manish Pathak, Arvind Sinha

“…Laparoscopic techniques have gained traction for their superior visualization, minimal postoperative pain, and cosmetic benefits. …”
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Parallel Datasets for Classification of Respiratory Rhythm Phases by Julian Szymański, Maciej Szefler, Kacper Karski, Filip Krawczak, Damian Jankowski

“…These datasets can be easily processed and converted for usage with different machine learning methods across various research applications in respiratory health.…”
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pyAudioAnalysis: An Open-Source Python Library for Audio Signal Analysis. by Theodoros Giannakopoulos

“…Here we present the theoretical background behind the wide range of the implemented methodologies, along with evaluation metrics for some of the methods. pyAudioAnalysis has been already used in several audio analysis research applications: smart-home functionalities through audio event detection, speech emotion recognition, depression classification based on audio-visual features, music segmentation, multimodal content-based movie recommendation and health applications (e.g. monitoring eating habits). …”
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Towards Explainable Machine Learning for Prediction of Disease Progression by Stijn Berendse, Johannes Krabbe, Jonas Klaus, Faizan Ahmed

“…Besides this, we compare the influence of three data imputation methods on predictive performance. Results of the comparison show that there is no statistically significant difference in performance due to different data imputation techniques. …”
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Risk-based multi-hazard microzonation for earthquakes and tsunamis by Katsuichiro Goda, Patricio A. Catalan

“…Conventional single-hazard (seismic or tsunami) mapping methods are not effective in addressing this research gap because the individual hazard effects cannot be combined directly. …”
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UTERINE CANCER IN OLDER WOMEN: WHAT ARE ITS DISTINGUISHING CHARACTERISTICS? by Yu. E. Gavrish, I. V. Berlev, A. S. Artemieva

“…Early manifestation of various bleedings and good tumor visualization with ultrasound therapy allow to detect uterine cancer at stages I–II in almost 80 % of patients. …”
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Archäologische Datenbanken als virtuelle Museen by Martin Langner

“…In addition to faceted browsing, crowd science methods and different forms of visualization, there are also 4D animations and natural interaction in virtual spaces to be considered. …”
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Leveraging Variable Frequency Drive Data for Nondestructive Testing and Predictive Maintenance in Industrial Systems by Carl Lee Tolbert

“…However, traditional methods typically rely on external sensors, which can lead to increased costs and added complexity. …”
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Learner stimulus intent: a framework for eye tracking data collection and feature extraction in computer programming education by K. R. Chandrika, J. Amudha

“…The comprehensive data collection, extraction of eye gaze and semantic features, and effective visualization techniques can be utilized to evaluate students’ understanding and engagement, offering a more nuanced and detailed picture of their learning progress than traditional assessment methods. …”
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Comparing Linear and Nonlinear Models for Load Profile Data Using ANOVA, AIC, and BIC by Ilir Keka, Betim Çiço

“…The study’s main focus is on data transformation and visualization, which were essential for using the R tool to find patterns and relationships in the data. …”
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Evaluation of liver fibrosis in HCV-infected patients using two-dimensional shear-wave elastography (2D-SWE) before and after antiviral treatment by Inglot Marcin, Pozowski Patryk, Misiak Paula, Fleischer-Stępniewska Katarzyna, Lewandowski Łukasz, Bilski Mateusz, Zaleska-Dorobisz Urszula

“…Among non-invasive options, one of the most recent methods is two-dimensional shearwave elastography, which allows real-time visualization of liver stiffness. …”
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Investigation of bulk acoustic microwaves excited by an interdigital transducer by O. G. Reshotka, V. G. Hayduchok, N. M. Vakiv

“…This paper documents the visualization of acoustic beams excited with IDT from the XY-surface of lithium niobate crystals. …”
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Three-dimensional image-guided navigation technique for femoral artery puncture by Yunmeng Zhang, Shenglin Liu, Qiang Zhang, Qingmin Feng

“…However, inadequate visualization of the femoral artery may lead to inaccurate puncture and complications, with reported incidence rates of 3 to 18%. …”
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Androgen receptor as a potential therapeutic target in castration-resistant prostate cancer: a bibliometric analysis (2005–2024) by Jiexiang Zhang, Weichen Yuan, Tongtong Zhang, Xuesong Liu, Dongliang Xu

“…Methods Publications from 2005 to 2024 were extracted from the Web of Science Core Collection (WoSCC). …”
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Cold-Plasma Ablation Use in Endoscopic Endonasal Dacryocystorhinostomy by G. S. Shkol'nik, S. F. Shkol'nik, V. N. Krasnozhen, N. P. Pashtaev

“…The aim is to evaluate efficacy of the method of cold-plasma ablation when performing endonasal of dacryocystorhinostomy. …”
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