Enhancing stroke prediction models: A mixing of data augmentation and transfer learning for small-scale dataset in machine learning by Imam Tahyudin, Ade Nurhopipah, Ades Tikaningsih, Puji Lestari, Yaya Suryana, Edi Winarko, Eko Winarto, Nazwan Haza, Hidetaka Nambo

“…The classification models employed in this study were four algorithms: Random Forest, Support Vector Machine, Gradient Boosting, and Extreme Gradient Boosting. …”
Get full text

Innovative gene delivery systems for retinal disease therapy by Hongguang Wu, Ling Dong, Shibo Jin, Yongwang Zhao, Lili Zhu

“…This review focuses on two principal categories of gene delivery vectors used in the treatment of retinal diseases: viral and non-viral systems. …”
Get full text

The Significance of Cellular Senescence Hub Genes in the Diagnosis and Subtype Classification of a Comprehensive Database of Gene Expression in Intervertebral Disc Degeneration by Fei Liu, Silong Gao, Ji Yin, Chao Song, Yongliang Mei, Zhaoqiang Wang, Zongchao Liu

“…ABSTRACT Background Intervertebral disc degeneration (IVDD) is a complex age‐related physiological process, with cellular senescence (CS) being a primary contributing factor. …”
Get full text

A Survey of Machine Learning in Edge Computing: Techniques, Frameworks, Applications, Issues, and Research Directions by Oumayma Jouini, Kaouthar Sethom, Abdallah Namoun, Nasser Aljohani, Meshari Huwaytim Alanazi, Mohammad N. Alanazi

“…Moreover, we analyzed 1000 recent publications on “ML in IoT” from IEEE Xplore using support vector machine, random forest, and decision tree classifiers to identify emerging topics and application domains. …”
Get full text

Farm-scale mapping of compost and digestate spreadings from Sentinel-2 and Sentinel-1 by Maxence Dodin, Florent Levavasseur, Antoine Savoie, Lucie Martin, Emmanuelle Vaudour

“…Nevertheless, these image processing approaches considered one single EOM, one season and/or year only and were limited to one surface condition prior to spreading. …”
Get full text

Empirical Analysis of Honeybees Acoustics as Biosensors Signals for Swarm Prediction in Beehives by Kainat Iqbal, Bayan Alabdullah, Naif Al Mudawi, Asaad Algarni, Ahmad Jalal, Jeongmin Park

“…Swarming, a typical colony reproductive process in honeybees, significantly impacts beekeepers profitability by lowering the number of bees in hives and thus effecting honey production. …”
Get full text

Leishmaniasis in Greece: Prospects of transitioning to a One Health surveillance system by Emmanouil Alexandros Fotakis, Dimitris Papamichail, Sofia Boutsini, Eleni Patsoula, Takis Panagiotopoulos

“…Through a separate review process, we describe the current leishmaniasis surveillance system pertaining to humans, animals, vectors and the environment. …”
Get full text

Price discovery and market efficiency of cardamom in India by A.N. Vijayakumar

“…Design/methodology/approach – This study used Johansen co-integration, vector error correction model, Granger causality and regression with dummy variables to understand a day of the week effect in high-value agri-commodity of cardamom e-auction prices. …”
Get full text

Named Entity Recognition in Aviation Products Domain Based on BERT by Mingye Yang, Bernadin Namoano, Maryam Farsi, John Ahmet Erkoyuncu

“…Next, it adopts a multi-level model structure based on BERT, in which BERT is used to generate word vector representations, a bidirectional long short-term memory network (BiLSTM) is used as an encoder to extract semantic features, and a conditional random field (CRF) is used as a decoder to achieve optimal label assignment. …”
Get full text

Effectiveness of preformed physical factors in the correction of dry eye syndrome after phacoemulsification: a randomized trial by Marina K. Shulikova, Irina P. Shurygina

Get full text

Optimization of Fermentation Conditions for the Production of 2,3,5-Trimethylpyrazine by Recombinant <i>Bacillus licheniformis</i> by Xun Liu, Hongyi Gu, Handong Wang, Zhen Tang, Shuanglian Chen, Han Li, Wenli Quan

“…The TMP yield of recombinant strains with pHT01-<i>BlTDH</i> (N157A) reached 15.35 ± 1.51 mg/L, which was significantly higher than that of strains with pHT01-<i>BlTDH</i> (9.86 ± 1.24 mg/L) and strains with vector pHT01 (2.35 ± 0.58 mg/L). To further increase the TMP yield of strain YC7/pHT01-<i>BlTDH</i> (N157A), the fermentation process was optimized by single-factor experiments, and the response surface test was conducted using the Box–Behnken design. …”
Get full text

Nonreciprocal propagation of spin waves in a bilayer magnonic waveguide based on yttrium-iron garnet films by S. A. Odintsov, E. H. Lock, E. N. Beginin, A. V. Sadovnikov

“…We used an experimental microwave spectroscopy method based on a vector network analyzer along with a finite difference method to perform a numerical simulation of the dispersion characteristics of spin waves in two-layer magnonic microwave guides. …”
Get full text

HUMAN CAPITAL AS A RESOURCE FOR THE SOCIAL AND ECONOMIC DEVELOPMENT OF UKRAINE by Nataliia Vasіutkina, Oksana Kondratiuk, Iryna Stoianenk, Samira Piletska

“…The authors proved that the process of formation and development of human capital in Ukraine today can be considered more negative than positive. …”
Get full text

Comparative clinical and epidemiological characteristics and cytokine profile of viral diarrhea in adults by N. V. Epifantseva

“…The concentration of  proinflammatory and anti-inflammatory cytokines in blood serum  was determined by ELISA using reagents from Vector-best LLC(Novosibirsk). Statistical processing of the obtained data was carried out using electronic programs Microsoft Excel 2010, Statistica 6.0, with the determination of the statistical significance of differences at the achieved significance level p≤0.05 using the Mann – Whitney test (U-test). …”
Get full text

CAREER GUIDANCE PRACTICES UNDER THE CONDITIONS OF GLOBALISATION: A SOCIOLOGICAL ANALYSIS by G. F. Shafranov-Kutsev, G. Z. Efimova, M. Yu. Semenov

“…The materials and conclusions of the research can be used when developing effective recommendations to strengthen the process of professional orientation of young people in the education system.…”
Get full text

Estimating strawberry weight for grading by picking robot with point cloud completion and multimodal fusion network by Yiming Chen, Wei Wang, Junchao Chen, Jizhou Deng, Yuanping Xiang, Bo Qiao, Xinghui Zhu, Changyun Li

“…The method follows a process of locating strawberry pixel regions, calculating centroid coordinates, determining the symmetry axis via PCA, and completing the depth image. …”
Get full text

Application of machine learning algorithms for predicting the life-long physiological effects of zinc oxide Micro/Nano particles on Carum copticum by Maryam Mazaheri-Tirani, Soleyman Dayani, Majid Iranpour Mobarakeh

“…In this study, nine ML algorithms [Support-Vector Regression (SVR), Linear, Bagging, Stochastic Gradient Descent (SGD), Gaussian Process, Random Sample Consensus (RANSAC), Partial Least Squares (PLS), Kernel Ridge, and Random Forest] were applied to evaluate their efficiency in predicting the effects of zinc oxide nanoparticles (ZnO NPs: 0.5, 1, 5, 25, and 125 µM) and microparticles (ZnO MPs: 1, 5, 25, and 125 µM) on Carum copticum. …”
Get full text

Methods for Extracting Fractional Vegetation Cover from Differentiated Scenarios Based on Unmanned Aerial Vehicle Imagery by Changning Sun, Yonggang Ma, Heng Pan, Qingxue Wang, Jiali Guo, Na Li, Hong Ran

“…FVC estimation methods have evolved from traditional manual interpretation to advanced remote sensing technologies, such as satellite data analysis and unmanned aerial vehicle (UAV) image processing. Extraction methods based on high-resolution UAV data are being increasingly studied in the fields of ecology and remote sensing. …”
Get full text

Physical training and sports among applicants for higher medical education as a fundamental component of their future military service: the predisposition of medical students to a... by О. М. Vlasenko, N. D. Kozak, I. V. Shcherbyna, D. O. Kozak, O. V. Dema

“…This indicator is a confirmation of the correct vector of development and popularization of physical training among students. …”
Get full text

A Hybrid Large Language Model for Context-Aware Document Ranking in Telecommunication Data by Abhay Bindle, Preeti Singla, Sachin Sharma, Abdukodir Khakimov, Reem Ibrahim Alkanhel, Ammar Muthanna

“…This research enhances information retrieval by combining machine learning-based ranking with traditional methods, improving knowledge discovery and decision-making in telecommunications and technical document processing.…”
Get full text