A Comprehensive Method for Anomaly Detection in Complex Dynamic IoT Systems by Andrii Liashenko, Larysa Globa

“…Conventional methods – like clustering, statistical thresholds, and classical time series analysis – often fail to account for the spatial-temporal dependencies inherent in these systems, leading to high false positive rates or missed complex anomalies. In this paper, we propose a novel anomaly detection approach that combines Temporal Graph Neural Networks (TGNN) with Autoencoders. …”
Get full text

Symptom Trajectories and Clinical Subtypes in Post–COVID-19 Condition: Systematic Review and Clustering Analysis by Mingzhi Hu, Tian Song, Zhaoyuan Gong, Qianzi Che, Jing Guo, Lin Chen, Haili Zhang, Huizhen Li, Ning Liang, Guozhen Zhao, Yanping Wang, Nannan Shi, Bin Liu

“…Asia and Europe documented the most comprehensive symptom profiles, with Asia reporting lower early dyspnea rates (29%, 95% CI 18%‐40%) and Europe exhibiting more complex multisystem involvement during long-term follow-up. …”
Get full text

Health Service Utilization among Syrian Refugees with Chronic Health Conditions in Jordan. by Shannon Doocy, Emily Lyles, Laila Akhu-Zaheya, Arwa Oweis, Nada Al Ward, Ann Burton

“…Individuals with non-communicable diseases (NCDs) in the central region of Jordan and with arthritis had the lowest rates of care-seeking when compared to other regions and conditions. …”
Get full text

Groundwater Flooding of Superficial Gravels in an Urbanized Catchment by Jonathan D. Paul, Aneena Ajmi, Doris Bolaji‐Dada, Samuel Bordessoule

“…These manifestations of urbanization drive observed patterns of groundwater emergence, together with aquifer thickness, rather than changes in river stage or surface elevation alone. …”
Get full text

Life Style Practices And Health Risk Behaviors Of Medical Students: A Cross Sectional Study by Shireen Jawed, Sundus Tariq, Zehra Jamil, Rabiya Ali, Rehana Rehman

“…Year I MBBS had superior acquaintance on healthy eating routines (p-value = 0.001), lifestyle patterns (p-value = 0.002), and stress handling practices (p-value < 0.001) as compared to senior class. …”
Get full text

Revolutionizing breast cancer immunotherapy by integrating AI and nanotechnology approaches: review of current applications and future directions by Houda Bendani, Nasma Boumajdi, Lahcen Belyamani, Azeddine Ibrahimi

“…Selecting appropriate patients and monitoring patient treatments are crucial to ensure higher response rates with low adverse events. Various biomarkers were proposed to predict immunotherapy response, including tumor mutation burden, immune cell, and tumor microenvironment expression. …”
Get full text

What Kind of Information and Communication Technologies Do Patients with Type 2 Diabetes Mellitus Prefer? An Ecuadorian Cross-Sectional Study by Iván Chérrez-Ojeda, Emanuel Vanegas, Erick Calero, Karin Plaza, Jose A. Cano, Juan Carlos Calderon, Jorge Valdano, Jorge Oswaldo Gutierrez, Jose Guevara

“…The purpose of this study is to assess the frequency of use of information and communication technologies and patterns of preference among Ecuadorian patients with diabetes. …”
Get full text

Characterization of steel corrosion in alkali-activated mortars using advanced techniques by Nina Gartner, Miha Hren, Tadeja Kosec, Andraž Legat

“…The ER sensors enabled evaluation of general corrosion rates over time, while CMEA provided insight into corrosion initiation and its spatiotemporal distribution. …”
Get full text

Balancing Complexity and Performance in Convolutional Neural Network Models for QUIC Traffic Classification by Giovanni Pettorru, Matteo Flumini, Marco Martalò

“…The upcoming deployment of sixth-generation (6G) wireless networks promises to significantly outperform 5G in terms of data rates, spectral efficiency, device densities, and, most importantly, latency and security. …”
Get full text

Typical linguistic errors committed by tertiary students in legal written outputs by Ai Nhan Nguyen, Tuan Van Vu

“…Results showed notable improvements in both morphological and lexical accuracy, evidenced by a reduction in error rates and greater consistency in participants’ performance. …”
Get full text

Carbon abatement strategies for a capital-constrained manufacturer considering cap-and-trade regulation by Panpan Kong, Pengpeng Yuan, Pengpeng Yuan

“…The study explores the optimal carbon reduction levels and patterns for manufacturers, as well as the optimal pricing strategies for supply chain members. …”
Get full text

Non-Invasive Micro-Test Technology in Plant Physiology Under Abiotic Stress: From Mechanism to Application by Tianpeng Zhang, Peipei Yin, Xinghong Yang, Yunqi Liu, Ruirui Xu

“…This technology possesses the remarkable capability to monitor the flow rates and three-dimensional movement directions of ions or molecules as they traverse the boundaries of living organisms without sample destruction. …”
Get full text

Analysis of Impact on Operating Characteristics of New Power System in Low-Temperature Weather by Zhipeng Liu, Yicong Wang, Yanling Lv

“…To capture the dynamic topological changes caused by elevated line fault rates, graph-theoretic analysis and connected component identification techniques are applied. …”
Get full text

Wavy Wind-Water Flow Impacts on Offshore Wind Turbine Foundations by Rehil Thomas, Odeh Dababneh, Mustapha Gourma

“…The analysis of flow streamlines around the mono-pile foundation showed a smooth and well-defined pattern, whereas the flow around the tripod foundation exhibited more complex, interleaved, and turbulent streamlines. …”
Get full text

Regional, demographic, and temporal trends in myeloid leukemia mortality in the United States (1999-2022): a comprehensive analysis using CDC WONDER by Jenna Lehn, Hannah Fleming, Taylor Billion, Mohsin Mirza

“…This study investigates ML mortality patterns in the U.S. from 1999 to 2022, focusing on geographic and demographic disparities using age-adjusted mortality rates (AAMR) and average annual percent change (AAPC). …”
Get full text

Temporal Trends in Colorectal Cancer Incidence and Case Numbers among Individuals Aged 45-49 in the US During 2001-2019 by Chunmei Li MD, Tianle Chen BS, Huimin Chen MD, Bo Zhang MD, Bing Sun MD, Pengyang Zhou MD, Qiken Li MD, Weiping Chen MD

“…Their age-adjusted incidence rates (AAIR) were calculated using the SEER*Stat software. …”
Get full text

“Ticking Bomb”: The Impact of Climate Change on the Incidence of Lyme Disease by Igor Dumic, Edson Severnini

“…Those impacts can be described approximately by an inverted U-shaped relationship, consistent with patterns of tick survival and host-seeking behavior. …”
Get full text

Perceptual (dis)similarities between colors and emotions: An empirical investigation with the image-based visual corpus analysis approach by Jinmeng Dou, Wenting Xue

“…The results reveal that (i) significant differences exist among the six colors in their effectiveness at capturing affective (dis)similarities among various emotional concepts, as well as in their association strength with the affective domain, and (ii) the valence and arousal ratings of emotion words are significantly correlated to the strength of their associations with five of the six color terms, with the exception of blue. …”
Get full text

Cardiotoxicity in Pediatric Cancer Survivorship: Retrospective Cohort Study by Masab Mansoor, Andrew Ibrahim

“… Abstract BackgroundImproved survival rates in pediatric cancer have shifted focus to long-term effects of treatment, with cardiovascular complications emerging as a leading cause of morbidity and mortality. …”
Get full text

Mapping women's work in India: An application of small area estimation. by Swati Srivastava, Kaushalendra Kumar, Lotus McDougal, Ashish Kumar Upadhyay, Katherine Hay, Abhishek Singh

“…<h4>Background</h4>Understanding variations in women's work participation at lower administrative levels, such as districts, is a missing link in identifying trends, patterns and variation that can offer insights into this long-term stagnation. …”
Get full text