A survival prediction network based on multi-scale hypergraph enhancement and cross-modal refinement by Chaofeng Yang, Yongjie Liang, Fan Qin, Yulong Cao, Peiyuan Wang, Jiaying Fan, Bizhong Wei

“…Abstract Cancer survival prediction, as a critical task in clinical prognosis analysis, holds significant importance for guiding treatment decisions and patient management. …”
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Related factors to Menopausal women’s quality of life in Rasht by Seyedeh Mahsa Monshipour, Nasrin Mokhtari Lakeh, Fatemeh Rafat, Ehsan Kazemnejad Leili

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RepD3D: A tool for representative period identification and associated boundary condition extraction by Clayton Cyril Soares, Arne Knies, Christian Winter

“…Defining representative periods is a critical step for numerical modelers seeking to understand regional hydro- and morphodynamics in situations when long-term simulations are not feasible or future boundary conditions are unknown. …”
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An Evaluation of the Structural Behaviour of Historic Buildings Under Seismic Action: A Multidisciplinary Approach Using Two Case Studies by Marco Zucca, Emanuele Reccia, Enrica Vecchi, Valentina Pintus, Andrea Dessì, Antonio Cazzani

“…In particular, a series of non-linear time history analyses (NTHAs) were carried out, as reported in the Italian Building Code. To represent the non-linear behaviour of the main structural elements, smeared cracking (CSC) constitutive law was adopted. …”
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Security Design for Data Distribution Service Based on Secure Onboard Communication by Fengjun Zhou, Gang Wang, Qun Wang, Yuxing Wang, Jun Wang

“…Data Distribution Service (DDS) middleware plays a critical role in intelligent connected vehicle (ICV) communication; however, its existing security mechanisms often compromise real-time performance. …”
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5G Fronthaul in Modular P4: eCPRI Protocol Processing and Precise BMv2 Timestamps for PTP-1588 by Atabak Nojavan, Bill Pontikakis, Francois-Raymond Boyer, Yvon Savaria

“…Our approach reduced lines of code per type by 85% and decreased configuration time by up to 5x compared to traditional methods, significantly simplifying complexity. …”
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An automated classification pipeline for tables in pharmacokinetic literature by Victoria C. Smith, Ferran Gonzalez Hernandez, Thanaporn Wattanakul, Palang Chotsiri, José Antonio Cordero, Maria Rosa Ballester, Màrius Duran, Olga Fanlo Escudero, Watjana Lilaonitkul, Joseph F. Standing, Frank Kloprogge

“…This work establishes a foundational step towards automating PK table data extraction and streamlining dataset curation. The corpus and code are openly available.…”
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On the Origins of Coronal Alfvénic Waves by Richard J. Morton, Roberto Soler

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The colliding of high Mach number plasma jets: a kinetic investigation by W.-B. Zhang, Y.-H. Li, D. Wu, J. Zhang

“…In this work, a theoretical analysis was conducted using the newly developed hybrid particle-in-cell (PIC) LAPINS code, covering a vast range of plasma densities and temperatures. …”
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DeepMethyGene: a deep-learning model to predict gene expression using DNA methylations by Yuyao Yan, Xinyi Chai, Jiajun Liu, Sijia Wang, Wenran Li, Tao Huang

“…Abstract Gene expression is the basis for cells to achieve various functions, while DNA methylation constitutes a critical epigenetic mechanism governing gene expression regulation. …”
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A novel hybrid machine learning framework for spatio-temporal analysis of reference evapotranspiration in India by Dolon Banerjee, Sayantan Ganguly, Wen-Ping Tsai

“…ETo variability closely mirrored the spatial distribution of the National Building Code (NBC) of India. Seasonal variations were significant, with arid regions (Rajasthan, Gujarat) experiencing the highest increase (2.5–5.1 mm/year). …”
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Suitability of Mechanics-Based and Optimized Machine Learning-Based Models in the Shear Strength Prediction of Slender Beams Without Stirrups by Abayomi B. David, Oladimeji B. Olalusi, Paul O. Awoyera, Lenganji Simwanda

“…Accurate shear capacity estimation for reinforced concrete (RC) beams without stirrups is essential for reliable structural design. Traditional code-based methods, primarily empirical, exhibit variability in predicting shear strength for these beams. …”
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Stroke in adolescent patient requiring mechanical thrombectomy: A case report by Alyssa M. Gill, Carina Grain, Christine Dharshika, Todd Chassee

“…Her case demonstrates a classic stroke presentation and intervention, presenting with acute onset of hemiparesis, facial asymmetry, and dysarthria. Code stroke was promptly activated in the Emergency Department and CTA showed a middle cerebral artery thrombus. …”
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JailbreakTracer: Explainable Detection of Jailbreaking Prompts in LLMs Using Synthetic Data Generation by Md. Faiyaz Abdullah Sayeedi, Maaz Bin Hossain, Md. Kamrul Hassan, Sabrina Afrin, Molla Md. Sabit Hossain, Md. Shohrab Hossain

“…The dataset and code are available on GitHub: <uri>https://github.com/faiyazabdullah/JailbreakTracer</uri>…”
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Ground Segmentation for LiDAR Point Clouds in Structured and Unstructured Environments Using a Hybrid Neural–Geometric Approach by Antonio Santo, Enrique Heredia, Carlos Viegas, David Valiente, Arturo Gil

“…The framework’s generalization is further validated on custom datasets (UMH-Gardens, Coimbra-Liv), showcasing robustness to sensor variations and environmental complexity. The code and datasets are openly available to facilitate reproducibility.…”
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Deepmol: an automated machine and deep learning framework for computational chemistry by João Correia, João Capela, Miguel Rocha

“…As one of the first AutoML tools specifically developed for the computational chemistry domain, DeepMol stands out with its open-source code, in-depth tutorials, detailed documentation, and examples of real-world applications, all available at https://github.com/BioSystemsUM/DeepMol and https://deepmol.readthedocs.io/en/latest/ . …”
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Software Implementation of the Epps-Pulley Criterion in Matlab Modeling Environment by A. A. Tipikin, A. A. Prusakov, N. A. Timoshenko

“…The matrix-vector method requires fewer code by performing calculations using linear algebra operations on matrices and vectors. …”
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Evolving concepts of the protein universe by Prakash Kulkarni, Lauren Porter, Tsui-Fen Chou, Shasha Chong, Fabrizio Chiti, Joseph W. Schafer, Atish Mohanty, Sravani Ramisetty, Jose N. Onuchic, Mick Tuite, Vladimir N. Uversky, Keith R. Weninger, Eugene V. Koonin, John Orban, Ravi Salgia

“…Classical studies on protein folding suggested that proteins exist as a unique three-dimensional conformation that is dictated by the genetic code and is critical for function. In this perspective, we discuss ideas and developments that emerged over the past three decades regarding the protein structure-function paradigm. …”
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Impact of COVID-19 on healthcare programs in Zimbabwe: a mixed methods study by Nicholas Midzi, C. Haruzivishe, E. Gonese, S. Sembuche, M. J. Mutsaka-Makuvaza, R. Ayebare, T. Muwonge, S. Nakasendwa, C. Mateta, T. Madanhire, C. N. Chaibva, C. Gwatiringa, K. Mutsaka, I. Phiri, M. Abdulaziz, P. C. Kabwe, V. Dube-Mawerewere, R. Tajudeen, M. P. Fallah, M. Dobbie

“…Understanding similar epidemic-related disruptions on a broader scope in our local setting is critical for the effective planning of essential services. …”
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TRIPOLI-4® calculations of neutron multiplicity counting rates of 3He array detectors and verification tests of an automatic MCNP-to-TRIPOLI conversion tool for recent ICSBEP subcr... by Lee Yi-Kang

“…TRIPOLI-4® is a general-purpose Monte Carlo radiation transport code developed at CEA Paris-Saclay center. It uses continuousenergy nuclear data to simulate neutron transport for diverse nuclear engineering fields. …”
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