Clinical and cost-effectiveness of parenting intervention for mothers experiencing psychosocial stress: insights from the early closure of the Mellow Babies RCT by Lucy Thompson, Jessica Tanner, Matthew Breckons, Naomi Young, Laura Ternent, Thenmalar Vadiveloo, Philip Wilson, Danny Wight, Louise Marryat, Iain McGowan, Graeme MacLennan, Angus MacBeth, James McTaggart, Tim Allison, John Norrie

“…Writing a letter to mothers was the most successful method of recruitment. Participants were generally more well-off than the local population (e.g. income, level of education) but they did experience significant mental ill health. …”
Get full text

Penerapan Deep Convolutional Generative Adversarial Network Untuk Menciptakan Data Sintesis Perilaku Pengemudi Dalam Berkendara by Michael Stephen Lui, Fitra Abdurrachman Bachtiar, Novanto Yudistira

“…Visual sensor can be used to detect driver activity inside vehicle. Visual sensor that uses deep learning method performs well. …”
Get full text

LABELING EXTRACELLULAR VESICLES FOR HIGHLY SENSITIVE FLOW CYTOMETRY ANALYSES

“…For this reason, the translation of basic research into clinical practice has been precluded. We have optimized a simple flow cytometry method, which, avoiding any pre-enrichment step, allows the identification, classification, enumeration, and separation, by fluorescence activated cell sorting, circulating EVs stemming from different parental cells. …”
Get full text

Performance analysis of hyperbolic graded topological resonator for biosensing applications by Diptimayee Dash, Jasmine Saini, Amit Kumar Goyal

“…The structure performance is analyzed using the finite element method. The analytical results exhibit an improved sensitivity of 1806 nm/RIU (refractive index unit) and a Figure of Merit (FOM) of 4030 RIU−1, which are 151% and 2483% higher than recently reported values. …”
Get full text

Context-Aware Intelligent Traffic Light Control through Secure Messaging by Mükremin Özkul, Ilir Capuni, Elton Domnori

“…At an intersection, the traffic light controller receives the messages with traffic information, verifies the identities of the vehicles, and dynamically implements and optimizes the traffic light phases in real-time. Moreover, the system is able to detect the presence of emergency vehicles (such as ambulances and fire fighting trucks) in the communication range and prioritize the intersection crossing of such vehicles to in order to minimize their waiting times. …”
Get full text

Classification of lung cancer severity using gene expression data based on deep learning by Ali Bou Nassif, Nour Ayman Abujabal, Aya Alchikh Omar

“…These issues were mitigated by deeply analyzing the gene dataset and lung cancer stages from a medical perspective, along with extensive research and experiments. As a result, the optimized CNN model using F-test feature selection method, achieved high classification accuracies of approximately 93.94% for LUAD and 88.42% for LUSC.…”
Get full text

Integration of Machine Learning and Wavelet Algorithms for Processing Probing Signals: An Example of Oil Wells by Zukhra Abdiakhmetova, Zhanerke Temirbekova

“…These signals can be obscured by noise or exhibit complex, non-stationary behavior, making them difficult to detect and analyze using conventional Fourier-based methods. …”
Get full text

MICROVASCULAR CHANGES AND DIABETIC RETINOPATHY AND NEPHROPATHY PROGRESSION IN CHILDREN AND ADOLESCENTS WITH TYPE 1 DIABETES MELLITUS by Valeria Draganova, Dimitar Dzhelebov, Hristinka Krasimirova Borisova-Zhecheva, Petya Goycheva

“…We then organized the data into subtopics including microvascular changes, diagnostic methods, predisposing factors, and approaches to treating the disease. …”
Get full text

USING THE ANYLOGIC ENVIRONMENT FOR MODELING AND ANALYSIS OF THE INFORMATION SECURITY AUDIT PROCESS by Kamilla M. Khuranova, Igor D. Kologorov, Sergey A. Reznichenko, Leonid N. Kessarinskiy

“…The article presents the results of a comprehensive analysis of the information security audit process using simulation methods in the AnyLogic environment. The relevance of the study is due to the increasing complexity of cyber threats and the need to optimize the resources spent on ensuring the security of information systems. …”
Get full text

Real-Time Structural Damage Assessment Using Artificial Neural Networks and Antiresonant Frequencies by V. Meruane, J. Mahu

“…The most successful applications of vibration-based damage assessment are model updating methods based on global optimization algorithms. However, these algorithms run quite slowly, and the damage assessment process is achieved via a costly and time-consuming inverse process, which presents an obstacle for real-time health monitoring applications. …”
Get full text

Candidate Interventions for Integrating Hypertension and Cardiovascular-Kidney-Metabolic Care in Primary Health Settings: HEARTS 2.0 Phase 1 by Andres Rosende, Cesar Romero, Donald J. DiPette, Jeffrey Brettler, Patrick Van der Stuyft, Gautam Satheesh, Pablo Perel, Niamh Chapman, Andrew E. Moran, Aletta E. Schutte, James E. Sharman, Vilma Irazola, Mark D. Huffman, Norm R. C. Campbell, Abdul Salam, Fernando Lanas, Antonio Coca, Sebastian Garcia-Zamora, Alejandro Ferreiro, Patricio Lopez-Jaramillo, Jorge Rico-Fontalvo, Emily Ridley, Dean Picone, David Flood, Daniel José Piñeiro, Carolina Neira Ojeda, Gonzalo Rodriguez, Irmgardt A. Wellmann, Marcelo Orias, Marcela Rivera, Matías Villatoro Reyes, Oyere Onuma, Shaun Ramroop, Taskeen Khan, Yamile Valdes Gonzalez, Weimar Kunz Sebba Barroso, Frida L. Plavnik, Eric Zuniga, Ana María Grassani, Carlos Tajer, Ezequiel Zaidel, Marcos J. Marin, Shana Cyr-Philbert, Ignacio Amorin, Miguel Angel Diaz Aguilera, Luiz Bortolotto, Alvaro Avezum, Antonio Luiz P. Ribeiro, Sheldon Tobe, Teresa Aumala, Sonia Angell, Pablo Lavados, Sheila Ouriques Martins, Ana Munera Echeverri, Marc G. Jaffe, Dorairaj Prabhakaran, Gianfranco Parati, Xin Hua Zhang, Anthony Rodgers, Salim Yusuf, Paul K. Whelton, Pedro Ordunez

“…This paper focuses on Phase 1, highlighting targeted interventions to improve and update the HEARTS Clinical Pathway. Methods: First, the coordinating group defined the project’s scope, objectives, principles, methodological framework, and tools. …”
Get full text

Properties of hydrolysates derived from the by-products of processing Atlantic cod by Naumenko N.V., Antonova A.D., Popova N.V., Kalinina I.V., Skachkova E.N.

“…One such approach may involve the use of the enzymatic hydrolysis of secondary fish raw materials is one of the approaches commonly applied in the food industry for maximizing the beneficial and functional properties of processed food raw materials. To optimize this conventional method of production and improve the physicochemical and functional parameters of the resulting hydrolysate, ultrasound treatment has been proposed as a pre-treatment step. …”
Get full text

Predicting reproductive phenology of wind-pollinated trees via PlanetScope time series by Yiluan Song, Daniel S.W. Katz, Zhe Zhu, Claudie Beaulieu, Kai Zhu

“…We applied this method to seven cities in the US and 14 key wind-pollinated tree genera, calibrated by measurements of airborne pollen concentrations. …”
Get full text

Vibration Analysis and Experimental Research of the Linear-Motor-Driven Water Piston Pump Used in the Naval Ship by Ye-qing Huang, Song-lin Nie, Hui Ji, Shuang Nie

“…This research provides an effective method to detect the vibration characteristics and a reference for design and optimization of the linear-motor-driven water piston pump.…”
Get full text

Global Sensitivity Analysis of High Speed Shaft Subsystem of a Wind Turbine Drive Train by Saeed Asadi, Viktor Berbyuk, Håkan Johansson

“…The governing equations were derived by using the Lagrangian formalism and were solved numerically by Newmark method. The variance based global sensitivity indices are introduced to evaluate the contribution of input structural parameters correlated to the objective functions. …”
Get full text

Adaptability and stability analysis via GGE biplot in single, double, and interpopulation maize hybrids by Vivane Mirian Lanhellas Gonçalves, Jocarla Ambrosim Crevelari, Renato Santa Catarina, Yure Pequeno de Souza, Messias Gonzaga Pereira

“…The use of UENF hybrids is recommended to optimize production in the region, with the GGE biplot method showing effectiveness in identifying the best genotypes, indicating that the productivity results are consistent with the proportion of heterosis explored, demonstrating that simple hybrids are the most productive, followed by double and interpopulational hybrids.…”
Get full text

Study on preparation technology of low-phenylalanine perilla peptide by ZHANG Tianwei, ZHANG Zhijun, ZHANG Zhiyu, ZHANG Hongyu, LI Huizhen

“…Therefore, this study provides an effective method for the preparation of low-phenylalanine formula food for special medical purposes, which is of great practical significance to promote it.…”
Get full text

Application of artificial intelligence medical imaging aided diagnosis system in the diagnosis of pulmonary nodules by Ya Yang, Pan Wang, Chengzhou Yu, Jing Zhu, Jinping Sheng

“…Drawing on the principles and rules of image segmentation methods, the construction and optimization of a medical image-aided diagnosis system is carried out to realize the precision of the diagnosis system in the diagnosis of pulmonary nodules. …”
Get full text

Measurement and evolution of government attention to the health industry in China based on the BERTopic model. by Jian Jin, Hongbin Du, Zhaoyu Liu

“…<h4>Objectives</h4>This paper aims to measure the government's attention to the health industry accurately, which is crucial for understanding policy directions and resource allocation strategies.<h4>Methods</h4>Addressing the limitations of traditional word frequency methods, such as restricted word segmentation and ambiguous terms, the BERTopic (Bidirectional Encoder Representations from Transformers Topic Modeling) is applied to measure government attention at the sentence level. …”
Get full text

Real-world safety assessment of Ixekizumab based on the FDA Adverse Event Reporting System (FAERS). by Yuzhe Cheng, Jingyi Ma, Jun Niu

“…While clinical trials demonstrate its efficacy, real-world safety insights remain critical due to limitations in detecting rare or delayed adverse events (AEs).<h4>Methods</h4>This study analyzed 28,889 ixekizumab-associated AE reports from the first quarter of 2016 to the third quarter of 2024 in the FDA Adverse Event Reporting System (FAERS) using disproportionality methods (ROR, PRR, MGPS, BCPNN) and Weibull distribution modeling. …”
Get full text