Coronary CT Angiography in the Emergency Department: State of the Art and Future Perspectives by Antonio De Vita, Marcello Covino, Sara Pontecorvo, Giacomo Buonamassa, Angelo Giuseppe Marino, Riccardo Marano, Luigi Natale, Giovanna Liuzzo, Francesco Burzotta, Francesco Franceschi

“…About 5% of annual access to emergency departments (EDs) and up to 25–30% of hospital admissions involve patients with symptoms suggestive of acute coronary syndrome (ACS). The process of evaluating and treating these patients is highly challenging for clinicians because failing to correctly identify an ACS can result in fatal or life-threatening consequences. …”
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Leverage Gaussian Interpolation Features Extraction and Advanced Encode–Decode Models for 2D Steady State Flows Estimation by Thi-Thu-Huong Le, Changwoo Choi, Junyoung Son, Howon Kim

“…By leveraging Gaussian interpolation and advanced Encoder-Decoder models, we effectively capture the smooth, continuous nature of steady-state flows while mitigating noise and small-scale fluctuations that may obscure global flow patterns. We evaluate our method on a private dataset of 2D multi-obstacle steady-state flows, comparing the performance of each model based on accuracy, computational efficiency, and robustness. …”
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Safer interaction with IVAs: The impact of privacy literacy training on competent use of intelligent voice assistants by André Markus, Maximilian Baumann, Jan Pfister, Astrid Carolus, Andreas Hotho, Carolin Wienrich

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Considerations for High-Fidelity Modeling of Unsteady Flows in a Multistage Axial Compressor by Douglas R. Matthews, Nicole L. Key

“…Computational predictions were compared with experimental measurements to evaluate the efficacy of the various modeling decisions. …”
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Physics-Informed Neural Network for Solving 2D Steady Incompressible Navier-Stokes Equations: Application to Poiseuille Flow by Peter Anthony, Philibus M Gyuk, Isaac H Daniel

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A CNN-Transformer Hybrid Framework for Multi-Label Predator–Prey Detection in Agricultural Fields by Yifan Lyu, Feiyu Lu, Xuaner Wang, Yakui Wang, Zihuan Wang, Yawen Zhu, Zhewei Wang, Min Dong

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Application of Mathematical Models for Blood Flow in Aorta and Right Coronary Artery by Monica Minniti, Vera Gramigna, Arrigo Palumbo, Gionata Fragomeni

“…Key metrics—such as velocity fields, pressure distributions, and error analysis—were evaluated to determine which model most accurately describes hemodynamic behavior in large vessels like the aorta and in smaller and more complex vessels like the RCA. …”
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Key Frame Detection in Badminton Swings and Its Application to Physical Education by Jen-Hao Hsu, Chi-Chuan Lee, Jing-Yuan Chang, Duan-Shin Lee

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TuSegNet: A Transformer-Based and Attention-Enhanced Architecture for Brain Tumor Segmentation by Mir Nafiul Nagib, Rahat Pervez, Afsana Alam Nova, Hadiur Rahman Nabil, Zeyar Aung, M. F. Mridha

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Single-Atom Catalysts Dispersed on Graphitic Carbon Nitride (g-CN): Eley–Rideal-Driven CO-to-Ethanol Conversion by Jing Wang, Qiuli Song, Yongchen Shang, Yuejie Liu, Jingxiang Zhao

“…Herein, we performed comprehensive density functional theory (DFT) computations to evaluate CO-to-ethanol conversion on single metal atoms anchored on graphitic carbon nitride (TM/g–CN). …”
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Lightweight Two-Layer Control Architecture for Human-Following Robot by Gustavo A. Acosta-Amaya, Deimer A. Miranda-Montoya, Jovani A. Jimenez-Builes

“…The IMC-based controller demonstrated superior performance compared to the pole placement controller across all evaluated metrics. (4) Conclusions: The proposed control architecture effectively addresses the challenges of human-following in indoor environments, offering a robust, real-time solution suitable for assistive robotics with limited computational resources. …”
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Physics-Informed Neural Networks with Unknown Partial Differential Equations: An Application in Multivariate Time Series by Seyedeh Azadeh Fallah Mortezanejad, Ruochen Wang, Ali Mohammad-Djafari

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Sequence-Information Recognition Method Based on Integrated mDTW by Boliang Sun, Chao Chen

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Advanced Virtual Fit Technology for Precision Pressure Application in Medical Compression Waistbands by Seonyoung Youn, Sheng Zhan, Kavita Mathur

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Optimization of Vertical Axis Wind Turbine Systems to Capture Vehicle-Induced Highway Winds by Aydin Ulus, Stefan Ilie Moldovan

“…Additional simulations evaluated the performance under wind conditions generated by larger vehicles, such as buses. …”
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Assessment of volume and depth loss of incompletely set hydraulic calcium silicate cements used as root-end fillings in a simulated surgical model by Chanakarn Sinsareekul, Thanomsuk Jearanaiphaisarn, Sirawut Hiran-us

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Heat transfer characteristics of a baffled U-tube working with MEPCM slurry in a geothermal heat pump by A. Torbatinejad, M.J. Hosseini, M.A. Ramezani

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Vehicle Speed Estimation Using Consecutive Frame Approaches and Deep Image Homography for Image Rectification on Monocular Videos by Dea Angelia Kamil, Wahyono, Agus Harjoko, Kang-Hyun Jo

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Automated Traumatic Bleeding Detection in Whole-Body CT Using 3D Object Detection Model by Rizki Nurfauzi, Ayaka Baba, Taka-aki Nakada, Toshiya Nakaguchi, Yukihiro Nomura

“…The proposed method was evaluated on a multi-institutional dataset of delayed-phase contrast-enhanced CT images using a six-fold cross-validation approach. …”
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Context-Driven Active Contour (CDAC): A Novel Medical Image Segmentation Method Based on Active Contour and Contextual Understanding by Suane Pires Pinheiro da Silva, Roberto Fernandes Ivo, Calleo Belo Barroso, João Carlos Nepomuceno Fernandes, Thiago Ferreira Portela, Aldísio Gonçalves Medeiros, Pedro Henrique F. de Sousa, Houbing Song, Pedro Pedrosa Rebouças Filho

“…By integrating contextual insights, CDAC offers a promising solution for enhancing computer-aided diagnostic (CAD) systems in the management of lung diseases.…”
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