Comparative clinical and economic analysis of using SYSADOA drugs containing chondroitin sulphate or influencing its biosynthesis in the treatment of patients with stage II knee os... by I. V. Sarvilina, A. N. Galustyan, A. K. Hadzhidis, I. S. Sardaryan, N. V. Lavrov, O. A. Gromova, Yu. S. Prokofieva

“…Aim: to conduct a comparative clinical and economic analysis of using three SYSADOA drugs containing chondroitin sulfate or modifying its biosynthesis in patients with stage II knee osteoarthritis in an outpatient setting.Material and methods. …”
Get full text

3-D fracture network reconstruction and quantitative fractal analysis of subsurface rock fractures via integrated CT scanning and box-counting dimension methodology by Hongjian Wu, Xiangwei Kong, Xing Chen, Dianwei Guan

“…These innovations collectively advance fracture network analysis from qualitative description to true multi-parameter predictive modeling, addressing critical gaps in current practice.…”
Get full text

Solar Flare Prediction Using Long Short-term Memory (LSTM) and Decomposition-LSTM with Sliding Window Pattern Recognition by Zeinab Hassani, Davud Mohammadpur, Hossein Safari

Get full text

Long-read microbial genome assembly, gene prediction and functional annotation: a service of the MIRRI ERIC Italian node by Sandro Gepiro Contaldo, Sandro Gepiro Contaldo, Antonio d’Acierno, Lorenzo Bosio, Francesco Venice, Elisa Li Perottino, Janneth Estefania Hoyos Rea, Giovanna Cristina Varese, Francesca Cordero, Francesca Cordero, Marco Beccuti, Marco Beccuti

“…A user-friendly web interface ensures accessibility, even for non-specialists.ConclusionThrough case studies involving three environmentally and clinically significant microorganisms, we demonstrate the ability of the platform to produce reliable, biologically meaningful insights, positioning it as a valuable tool for routine genome analysis and advanced microbial research.…”
Get full text

An attention-enhanced few-shot model for event detection in online social networks by Sielvie Sharma, Tanvir Ahmad, Niyaz Ahmad Wani, Naveed Ahmad, Sadique Ahmad

Get full text

Ordered embeddings and intrinsic dimensionalities with information-ordered bottlenecks by Matthew Ho, Xiaosheng Zhao, Benjamin D Wandelt

“…Moreover, we introduce a novel theory for estimating global intrinsic dimensionality with IOBs and show that they recover SOTA dimensionality estimates for complex synthetic data. Furthermore, we showcase the utility of these models for exploratory analysis through applications on heterogeneous datasets, enabling computer-aided discovery of dataset complexity.…”
Get full text

A Retrospective Machine Learning Analysis to Predict 3-Month Nonunion of Unstable Distal Clavicle Fracture Patients Treated with Open Reduction and Internal Fixation by Ma C, Lu W, Liang L, Huang K, Zou J

“…ML was chosen over traditional statistical approaches because of its superior ability to capture complex nonlinear interactions and to handle imbalanced datasets.Methods: We collected UDCFs patients at Nanjing Luhe People’s Hospital (China) between January 2015 and May 2023. …”
Get full text

Development of a midwifery regulatory environment index using data from the Global Midwives’ Associations map survey by Emma Virginia Clark, Marianna LaNoue, Kate Clouse, Alexandra Zuber, Jeremy Neal

Get full text

Approaching social acceptance of energy technologies: ten European papers showcasing statistical analyses–a targeted review by Patrick Stuhm, Manuel Johann Baumann, Marcel Weil

“…These newer approaches offer the ability to capture complex, non-linear relationships and provide predictive insights. …”
Get full text

Leveraging Dual Timestamps to Enhance Process Model Construction Using Time-Infused Inductive Miner by Yutika Amelia Effendi, Minsoo Kim

“…However, many existing event log analysis algorithms focus solely on the sequence of executed activities, limiting their ability to model processes involving simultaneous activities effectively. …”
Get full text

Learning to Train and to Explain a Deep Survival Model with Large-Scale Ovarian Cancer Transcriptomic Data by Elena Spirina Menand, Manon De Vries-Brilland, Leslie Tessier, Jonathan Dauvé, Mario Campone, Véronique Verrièle, Nisrine Jrad, Jean-Marie Marion, Pierre Chauvet, Christophe Passot, Alain Morel

Get full text

Analysis of multipath effects in global trade networks based on multimodal, high dimensional, heterogeneous transformer architecture: Deconstruction of nonlinear cascade and dynami... by Chengfu Fan, Shoujiu Xiong, Fei Zhou

“…Furthermore, the paper uses 3D charts and heat maps to visualize global trade flow changes, offering a quantitative perspective on understanding the complexity of global trade interactions. The experimental results validate the model's strong ability to analyze multi-path effects and dynamic chain reactions in global trade networks, providing a powerful tool for future economic policy formulation and interactive prediction in regional economic integration.…”
Get full text

THE DEVELOPMENT OF E-MAIL LITERACY: FROM WRITING TO PEERS TO WRITING TO AUTHORITY FIGURES by Chi-Fen Emily Chen

“…Using a critical discourse analysis approach, the study reveals the complexity of an L2 learner’s evolving e-mail practice and struggle for appropriateness, particularly in her e-mail communication with professors. …”
Get full text

CHANGES IN SALT COMPOSITION OF OIL CONTAMINATED BLACK SOILS by Aleksey А. Buluktaev

Get full text

Gérer les temps pour gérer la qualité : l’activité de traitement des dossiers de retraite by Valérie Zara-Meylan, Serge Volkoff

“…Our methodology was based on an ergonomic analysis of the activity, adopting a holistic approach to the work and its challenges. …”
Get full text

Accurate quantitative wide-field fluorescence microscopy of 3-D spheroids by Elizabeth Leary, Claire Rhee, Benjamin Wilks, Jeffrey R. Morgan

Get full text

A Hybrid Model for Designers to Learn from Failures: A Case of a High Potential Fire Incident at an Underground Hard Rock Mine by Tafadzwa Gotora, Ashraf Wasfi Labib

“…Mining companies are increasingly being motivated to become High Reliability Organisations (HROs) in order to achieve better results in critical areas such as safety, environment management, and loss avoidance despite their complex environments. High Reliability Organisations are recognised by their abilities to effectively anticipate failures and disasters, including use of lessons learnt from previous failures. …”
Get full text

A review of UK publicly funded non-inferiority trials: is the design more inferior than it should be? by Nikki Totton, Steven Julious, Stephen Walters, Elizabeth Coates

“…However, their added complexity over superiority trials can create confusion. …”
Get full text

Biological potential of Lophosoria quadripinnata fern extract: integration of UHPLC/ESI/QToF/MS analysis, antioxidant activity, molecular docking and molecular dynamics simulation by Alfredo Torres-Benítez, José Erick Ortega-Valencia, Juan Rodrigo Salazar, Jaqueline Ley-Martínez, Javian Gallardo-Valdivia, Marta Sánchez, María Pilar Gómez-Serranillos, Gabriel Vargas-Arana, Gabriel Vargas-Arana, Mario J. Simirgiotis

“…The compounds also demonstrated the ability to modulate the Nrf2-Keap1 pathway, potentially enhancing the cellular antioxidant response. …”
Get full text

Single-Stage Entity–Relation Joint Extraction of Pesticide Registration Information Based on HT-BES Multi-Dimensional Labeling Strategy by Chenyang Dong, Shiyu Xi, Yinchao Che, Shufeng Xiong, Xinming Ma, Lei Xi, Shuping Xiong

Get full text