Echocardiographic video-driven multi-task learning model for coronary artery disease diagnosis and severity grading by Ying Guo, Yu-Han Cai, Tao Xu, Xin-Yang Song, Hong-Xia Guo, Min Dong, Dong Ni, Hui Li, Fang Wang, Wu-Feng Xue

“…A 3DdeeplabV3+ backbone and multi-task learning were simultaneously incorporated into the core frame of the IE-CAD model to capture the dynamic myocardial contours. Multifarious features reflecting local semantic structures were extracted and integrated to yield echocardiographic metrics such as ejection fraction, strain, and myocardial work. …”
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Perspectives on the pH-Influenced Design of Chitosan–Genipin Nanogels for Cell-Targeted Delivery by Julieta D. Glasman, Agustina Alaimo, Cecilia Samaniego López, María Edith Farías, Romina B. Currá, Diego G. Lamas, Oscar E. Pérez

“…Physicochemical characterisation was carried out using UV-Vis spectroscopy, FTIR, dynamic light scattering (DLS), and scanning electron microscopy (SEM). …”
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Fish Diversity Patterns in Rivers Receiving Ecological Water Supplement Driven by Riparian Land Use by LIU Han, LI Lu-dan, GUO Wei-jie, QIAO Qiang-long, GONG Dan-dan, DU Qi, LI Hang, ZHAO Wei-hua

“…The research focused on two major water-supplemented systems—the Ziya River Basin and Baiyangdian Lake Basin—during the ecological water supplement period from 2020 to 2022. [Methods] Field surveys were conducted annually during the water supplement period. …”
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The Impact of Conservative Accounting on the Speed of Leverage Adjustment in Response to Stock Price Crash Risk by Abdullah Khaled Azeez, Akbar Zavari Rezaei, Mehdi Heidari

“…Companies operating in environments with high information asymmetry face elevated financing costs, which subsequently reduce both the frequency and speed of leverage adjustments. Dynamic trade-off theory further posits that companies seek to optimize their capital structures, with transaction costs playing a pivotal role in determining the speed of adjustment. …”
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Malaria control among Myanmar migrants in Thailand: a qualitative study of healthcare providers by Nichakan Inthitanon, Piyarat Sripoorote, Yupaporn Wattanagoon, Pattamaporn Petchvijit, Ammarind Anantjitsupha, Kyawt Mon Win, Nattawan Rachaphaew, Khaing Zin Zin Htwe, Kritsana Suk-aum, Peeriya Watakulsin, Liwang Cui, Jetsumon Sattabongkot, Daniel M. Parker, Wang Nguitragool, Pyae Linn Aung

“…This study aimed to identify key obstacles and propose targeted solutions for enhancing malaria control among Myanmar migrants in border areas of Thailand. Methods A cross-sectional qualitative study was conducted in early 2024. …”
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Socio-Economic Factors of Population Reproduction in Russia and in the Context of Federal Districts by T. I. Gulyaeva, E. V. Takmakova, V. I. Savkin

“…In the course of the work, such statistical research methods as tabular and graphical methods, analysis of indexes of dynamics series were used.Results. …”
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Properties of Slow Magnetoacoustic Waves Observed Simultaneously Using Hi-C 2.1 and AIA by Suraj K. Tripathy, S. Krishna Prasad, D. Banerjee

“…Damping lengths were calculated by two different methods, the phase tracking method (PTM) and the Amplitude Tracking Method (ATM). …”
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Enhancing DBSCAN Accuracy and Computational Efficiency Using Closest Access Point Pre-Clustering for Fingerprint-Based Localization by Abdulmalik Shehu Yaro, Filip Maly, Pavel Prazak

“…The CAP-DBSCAN algorithm employs the closest access point (CAP) algorithm to pre-cluster the database, while the DBSCAN algorithm performs clustering refinement. It dynamically adjusts the neighborhood radius (Eps) value for each pre-cluster using the k-distance plot method. …”
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AI powered detection and assessment of onychomycosis: A spotlight on yellow and deep learning by C. Agostini, R. Ranjan, M. Molnarova, A. Hadzic, O. Kubesch, V. Schnidar, H. Schnidar

“…Conclusions Our AI‐powered image analysis method, initially focused on the big toe's toenail, shows great promise for broader validation on comprehensive datasets, enabling more detailed assessments of onychomycosis severity and disease dynamics. …”
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The Model of Fundamental Chemical Training of Bachelors of Technical and Technological Directions in the Conditions of Blended Learning by N. M. Vostrikova

“…The assessment of the results of a pedagogical experiment was conducted by means of the method of diagnostics of reflexive abilities and the median method; the coefficient of system knowledge was calculated on the basis of the component analysis of the formed competencies.Results and scientific novelty. …”
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Assessment of Risk Factors of Cardiovascular Diseases and Arterial Stiffness in Women of Different Ages by O. S. Ivanova, E. Y. Maychuk, I. V. Voevodina

“…Objective: A comprehensive study of the prevalence and structure of risk factors (RF) of cardiovascular diseases (CVD), the daily dynamics of central aortic pressure and arterial stiffness in healthy women of different age groups.Materials and methods: the study involved 161 women aged 18 to 65 years with one or more CVD RF. …”
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Features of the course of viral hepatitis A in a child with persistent mixed herpesvirus infection by E. G. Khramtsova, M. D. Subbotina

“…Background. Today in the structure of viral hepatitis viral hepatitis A takes the lead position, the course of typical forms is usually favorable. …”
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Regional peculiarities of crime in Russia by A. D. Badov

“…In the article the peculiarities of the dynamics of the number of offenses in Russia for 1990-2014 are studied. …”
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Scenarios of passive particle transport in the velocity field of a vortex pair in shear flow by Govorukhin, Vasily Nikolaevich, Goncharov, Boris Konstantinovich

“…In the investigation, we mainly use numerical methods of dynamical systems analysis. We apply 8th-order of accuracy integrators to solve the Cauchy problem for a system of ordinary differential equations. …”
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Epidemiological characteristics of papillomavirus infection of anogenital localization in Tatarstan republic by S. T. Agliullina, Zh. G. Eremeeva, I. K. Minullin, A. Ya. Naumova, F. N. Sabaeva, I. M. Fazulzyanova

“…The structure of the incidence of anogenital warts was assessed. …”
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ENSURING STATE SOVEREIGNTY AS A GUARANTEE OF THE COUNTRY'S ECONOMIC DEVELOPMENT by Iryna Drobush, Liudmila Kornuta, Mykola Ukrainets

“…The purpose of this study is to clarify the conceptual foundations of the mechanism for ensuring state sovereignty, the interconnection of key elements with economic development policy, European integration and public authority as a guarantee of the country's economic development. Methodology. The structural restructuring of the domestic economy and national security system during the formation of Ukrainian statehood, and eventually Ukraine's integration into European and Euro-Atlantic structures, is dynamic in nature and requires constant methodological reflection. …”
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Skills Development and Graduate Employability in the Tourism and Hospitality Sector of Southwestern Uganda: A Case of Kabale District by Tushabe, Sylivia Byarugaba

“…Policymakers should embed skill enhancement initiatives into national education and tourism strategies to improve graduate readiness for a dynamic and competitive labour environment…”
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A Hierarchical Feature-Based Time Series Clustering Approach for Data-Driven Capacity Planning of Cellular Networks by Vineeta Jain, Anna Richter, Vladimir Fokow, Mathias Schweigel, Ulf Wetzker, Andreas Frotzscher

“…Traditional capacity planning methods rely on static analysis of network parameters with the aim of minimizing the CAPEX and the OPEX. …”
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The Quantitative Assessment of the Cyclical Development in Modern Conditions by Dmitriy A. Endovitskiy, Nikolay P. Lyubushin, Nadezhda E.a Babicheva, Tatyana A. Pozhidaeva

“…Results of the research according to the suggested method show that Russian economy has been in crisis since 2006, which matches the downward wave of big economic dynamics cycle described by N. …”
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exoALMA. XVI. Predicting Signatures of Large-scale Turbulence in Protoplanetary Disks by Marcelo Barraza-Alfaro, Mario Flock, William Béthune, Richard Teague, Jaehan Bae, Myriam Benisty, Gianni Cataldi, Pietro Curone, Ian Czekala, Stefano Facchini, Daniele Fasano, Misato Fukagawa, Maria Galloway-Sprietsma, Himanshi Garg, Cassandra Hall, Jane Huang, John D. Ilee, Andrés F. Izquierdo, Kazuhiro Kanagawa, Eric W. Koch, Geoffroy Lesur, Cristiano Longarini, Ryan A. Loomis, Ryuta Orihara, Christophe Pinte, Daniel J. Price, Giovanni Rosotti, Jochen Stadler, Gaylor Wafflard-Fernandez, Andrew J. Winter, Lisa Wölfer, Hsi-Wei Yen, Tomohiro C. Yoshida, Brianna Zawadzki

“…Supporting these scenarios requires further methodically comparing the predicted perturbations and the observed disks’ complex dynamic structure.…”
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