A robust multi-scale clustering framework for single-cell RNA-seq data analysis by Songrun Jiang, Chunyan Wang, Qiucheng Sun, Zhi Zhang

“…To address these challenges, we introduce a new method, single-cell Multi-Scale Clustering Framework (scMSCF), which combines multi-dimensional PCA for dimensionality reduction, K-means clustering, and a weighted ensemble meta-clustering approach, enhanced by a self-attention-driven Transformer model to optimize clustering performance. scMSCF constructs an initial clustering framework using a multi-layer dimensionality reduction strategy to establish a robust consensus on clustering structure. …”
Get full text

An Experimental Study on Microalgae Oil Extraction Through Ultrasound-assisted Algasonic Machine by Widyastuti Endrika, Dewi Ratih, Putriajati Dela Ayu, Danny Ariella Melody, Prasetyo Joko

“…However, efficient, eco-friendly methods are needed to extract oil from microalgae. …”
Get full text

Religiosity and Social Support as Determinants of Self-Concept: A Case Study on Women Affected by Infidelity by Eva Fitria Yulianty, Siti Sekar Ayu Fadillah, S Zazirah, Yulina Eva Riany

“…Although religiosity does not instantly eliminate emotional pain, it serves as a significant source of strength, calm, and hope in the process of healing emotional wounds. …”
Get full text

Investigating associations between physical activity and presenteeism: a scoping review protocol by Valérie Hervieux, Caroline Biron, Justine Dima

“…In light of these issues, clarification through a scoping review of the literature on the subject is warranted.Method and analysis A search strategy will be conducted in six scientific databases: MEDLINE, CINAHL, PsycINFO, ABI Inform Global, Web of Science and Business Source Premier. …”
Get full text

Comparative study of drying techniques on the anti-inflammatory content of bitter leaf simplicia (Vernonia amygdalina Del.) by Yulianida Tamala, Moh. Yani, Illah Sailah, Ernie Halimatushadyah, Trina Ekawati Tallei

“…The IC₅₀ values for the three drying methods were determined to be 25.33 ppm, 61.05 ppm, and 114.25 ppm, respectively. …”
Get full text

Enhancing CO₂ Fixation in Microalgal Systems: Mechanistic Insights and Bioreactor Strategies by Zhongliang Sun, Chenmei Bo, Shuonan Cao, Liqin Sun

“…Future efforts should focus on integrating these methods into large-scale photobioreactor systems to optimize cost-effective, sustainable production.…”
Get full text

A Study to Assess the Perceptions, Attitudes, and Practices of Edentulous Patients Regarding the Maintenance of Complete Denture Prostheses by Misbah Khalid, Omaima Arshad, Raza Ullah Khan, Aamir Ghafoor, Romeysah Adnan, Hira Riaz, Muhammad Amer Khan

“…While many participants engage in basic denture cleaning routines, the lack of consistent professional care and reliance on suboptimal cleaning methods underscore the need for targeted interventions to promote optimal denture hygiene. …”
Get full text

Assessment of Mechanical Properties of Soil-Lime-Crude Oil-Contaminated Soil Blend Using Regression Model for Sustainable Pavement Foundation Construction by Gregory C. Ezeokpube, Isiguzo Edwin Ahaneku, George Uwadiegwu Alaneme, Imoh Christopher Attah, Roland Kufre Etim, Bamidele Charles Olaiya, Iberedem Monday Udousoro

“…Different stabilization methods serve as a remedy for such soil to regain its loss engineering properties. …”
Get full text

ALogSCAN: A Self-Supervised Dual Network for Adaptive and Timely Log Anomaly Detection in Clouds by Mahsa Raeiszadeh, Felipe Estrada-Solano, Roch H. Glitho, Johan Eker, Raquel A. F. Mini

“…Logs are prevalent in modern cloud systems and serve as a valuable source of information for system maintenance. Over the years, many supervised, semi-supervised, and unsupervised log analysis methods have been proposed to detect system anomalies. …”
Get full text

Rewiring the seizing brain: stem cell grafts as neuromodulatory architects in epilepsy therapy by Zijie Wang, Yanan Ma, Xiqi Hu, Ying Xia

“…First, technical details such as the cell source, processing, method of transplantation, and timing have yet to be standardized, leading to potential variability in efficacy and safety across different stem cell types. …”
Get full text

Selecting a Programming Scheme for Memristor Elements by E. A. Bukvarev, K. S. Fomina, S. A. Shchanikov

“…To identify or develop an optimal programming scheme for memristors by analyzing the advantages and disadvantages of existing methods.Materials and methods. …”
Get full text

Bayesian Network-Based Landslide Susceptibility Safe Route Assessment in the Face of Uncertain Knowledge and Various Information by Xinyu Gao, Bo Wang, Wen Dai, Yuanmin Liu

“…The BN model effectively integrates multi-source data and uncertainty knowledge to generate an accurate LSM, while the improved A* algorithm combines safety and efficiency considerations to optimize routes. …”
Get full text

Biofloc Technology (BFT) in Aquaculture: What Goes Right, What Goes Wrong? A Scientific-Based Snapshot by Mohammad Hossein Khanjani, Moslem Sharifinia, Maurício Gustavo Coelho Emerenciano

“…If incorrectly manage, traditional aquaculture methods can have negative impacts on the environment and natural resources, including water pollution and overuse of wild fish stocks as aquafeed ingredients. …”
Get full text

Implementing prenatal diagnosis based on cell-free fetal DNA: accurate identification of factors affecting fetal DNA yield. by Angela N Barrett, Bernhard G Zimmermann, Darrell Wang, Andrew Holloway, Lyn S Chitty

“…<h4>Objective</h4>Cell-free fetal DNA is a source of fetal genetic material that can be used for non-invasive prenatal diagnosis. …”
Get full text

Research on inertia characteristics and lifting strategy of grid-connected inverter by LI Jifang, HAN Aishan

“…ObjectivesTo address the problem of low inertia operation in the power system caused by the integration of a large-scale new energy source，Methodsthe inertia characteristics of grid-connected inverters were analyzed and methods of improving their inertia level were studied. …”
Get full text

From pregnancy to plate: understanding barriers and facilitators of fish consumption during complementary feeding by Metin Yigit, Beytullah Santaflioglu, Enes Kaan Kilic, Kaan Celebier, Furkan Kalayci

“…Abstract Background Fish is a crucial source of nutrients for early childhood development, yet various cultural and informational barriers hinder its adequate consumption. …”
Get full text

A comparison of the diagnostic capability of Kato-Katz and real-time PCR for the assessment of treatment efficacy of ivermectin and albendazole combination against T. trichiura inf... by Gabriela Matamoros, Ana Sanchez, Ruben Cimino, Alejandro Krolewiecki, Rojelio Mejia

“…<h4>Background</h4>Trichuris trichiura is humans' second most prevalent soil-transmitted helminth (STH) infection after Ascaris lumbricoides, affecting approximately 460 million people worldwide. Despite its sub-optimal sensitivity, especially in low prevalence and infection intensity settings, the modified Kato-Katz (K-K) is still recommended as a diagnostic method by the World Health organization (WHO) guidelines.…”
Get full text

Degradation of Acetic Acid to decrease COD by Photocatalytic Process in Wastewater: TiO2 catalyst with UV Process by Mohammad Shareei, Reza Mosayebi Behbahani, Fatemeh Rashedi

“…This study was conducted to decrease the concentration of acetic acid in wastewater of acetic acid plants through the photocatalytic oxidation method. This process employed commercial Titanium dioxide powder (TiO2) as a photocatalyst, utilizing a UV lamp as the light source within a batch reactor system for advanced oxidation. …”
Get full text

Increasing Solar cell Efficiency using Quantum Dot Sensitization by Parashar Komal, Bobba Phaneendra babu, Samyuktha Penta, Fallah Mohammed Hussein, Chauhan Sanjay Singh, Verma Vikas, Rathour Abhinav, Gupta Manish

“…This research examines the effectiveness of swarm intelligence approaches in improving the functioning of solar cell hybrid microgrids, specifically focusing on the difficulties caused by the irregularity of renewable energy sources. Analyzed were simulated data that represented the creation of solar cell and solar cell electricity, the status of charge of batteries, and the outputs of swarm optimization. …”
Get full text

Dual-hybrid intrusion detection system to detect False Data Injection in smart grids. by Saad Hammood Mohammed, Mandeep S Jit Singh, Abdulmajeed Al-Jumaily, Mohammad Tariqul Islam, Md Shabiul Islam, Abdulmajeed M Alenezi, Mohamed S Soliman

“…The proposed methodology combines Particle Swarm Optimization (PSO) and Grey Wolf Optimization (GWO) for hybrid feature selection, ensuring the selection of the most relevant features for detecting FDIAs. …”
Get full text