Optimization Methodology for Meningioma and Acoustic Neuroma Detection Model Based on DCGAN by CHEN Jingcong, RAN Fengwei, ZHANG Haowei, LIU Ying

“…Establishing an automatic tumor detection model using deep learning methods can effectively reduce the subjectivity of manual diagnosis, decrease missed diagnosis rates, and improve work efficiency. …”
Get full text

Evaluation of Nitrogen Fertilizer Supply and Soil Nitrate Thresholds for High Yields of Foxtail Millet by Yiwei Lu, Yu Zhao, Xueyan Xia, Meng Liu, Zhimin Wei, Jingxin Wang, Jianjun Liu, Jihan Cui, Shunguo Li

“…A relationship between soil nitrate and nitrogen application rate was established: y = 867.5 − 50z (where y represents the optimal nitrogen application rate for high yield (kg·ha⁻¹), and z represents soil NO₃⁻-N content in the 0–20 cm layer before sowing, ranging from 10.0 to 17.35 mg·kg⁻¹), which provided a practical method for nitrogen fertilization to achieve high yield of foxtail millet. …”
Get full text

Enhancing Pneumonia Diagnosis Through AI Interpretability: Comparative Analysis of Pixel-Level Interpretability and Grad-CAM on X-ray Imaging With VGG19 by Mohammad Ennab, Hamid Mcheick

“…The study evaluates these interpretability methods across multiple dimensions: computational efficiency, diagnostic performance, explanation continuity, calibration accuracy, robustness to training parameters, and feedback from medical experts. …”
Get full text

Analyzing the quality evaluation of college English teaching based on probabilistic linguistic multiple-attribute group decision-making by Ruoxi Hu, Qingmao Wang

“…A scientific evaluation system encourages teachers to refine their teaching methods, enhances teaching efficiency, and provides data support for curriculum optimization, thereby continuously improving the quality of college English teaching to meet students' academic and career development needs. …”
Get full text

Psychopathological manifestations of endogenous psychoses in remission / intermission state as a predisposal factor to personological transformations (comparative analysis) by M. Ye. Khomitskyi

“…The mandatory inclusion criterion for both groups was the state of clinical remission with psychotic symptoms reduction. The main methods of examination were clinical-catamnestic and clinical-psychopathological as well as medical-statistical analysis.Results. …”
Get full text

The Relevance of Computer Science and Arabic Language Learning Technology in Supporting Arabic Language Learning from The Perspective of Israel Scheffler by Muhammad Fadli Ramadhan, Suhayib Suhayib, Ichwanul Muttaqin, Mawadda Warahmah

“…Digital technologies, such as AI and interactive applications, have revolutionized learning methods, enabling more responsive and effective curricula and teaching methods. …”
Get full text

Novel design of magnetization and study of magnetic force characteristics of annular Halbach permanent magnet electrodynamic wheel by CHEN Yihao, LIANG Le, LIU Xin, DENG Zigang

“…The study investigated the basic principle of the permanent magnet wheel structure modified by introducing new magnetization methods. A three-dimensional finite element model was created to determine the optimal size of each structure through a solving process that incorporates two performance indexes: the levitation-to-weight and levitation-to-drag ratios. …”
Get full text

A Deep Learning-Driven CAD for Breast Cancer Detection via Thermograms: A Compact Multi-Architecture Feature Strategy by Omneya Attallah

“…Following that, feature transformation methods, such as discrete wavelet transform (DWT) and non-negative matrix factorization (NNMF), are employed to diminish feature dimensionality and enhance computational efficiency. …”
Get full text

Recombinant adeno-associated virus 2-mediated miRNA-199 suppression vector alleviates dextran sulfate sodium-induced ulcerative colitis in mice by Wang Shanshan, Zhao Yu

“…Methods: Different transfection methods and transfection times were found to be the most effective for mouse colonic tissue. …”
Get full text

Specifics of predicting the profitability of individual bank products based on machine learning by Inna Strelchenko, Dmytro Stognii, Anatolii Strelchenko

“…It explores the use of machine learning to build adaptive predictive models that can identify hidden patterns in financial data and provide more accurate estimates of the future profitability of banking products. The efficiency of key algorithms, including linear and logistic regression, decision trees, ensemble methods and neural networks, is analyzed. …”
Get full text

LEARNING ENGLISH THROUGH THE INTEGRATION OF STUDENTS’ EDUCATIONAL-COGNITIVE AND SELF-EDUCATIONAL ACTIVITIES by Liliya A. Dmytruk

“…Analysis, synthesis, induction, deduction, pedagogical observation, questioning, interviewing, experiment, methods of mathematical statistics were the basic methods of experimental efficiency verification of the developed model. …”
Get full text

Methodological Innovation in Evaluating the Cost-Effectiveness of Simulation Training Combining Transfer Effectiveness and Change-Point Analysis by Zhehan Jiang, Hao Hang, Xinyu Wu, Shate Xiang, Shucheng Pan

“…This was done to determine the optimal length of VR training that maximizes knowledge and skills transfer efficiency while minimizing costs, using 4 analytical methods: the transfer effectiveness ratio (TER) quantifying time savings, the incremental TER (ITER) assessing individual gains, isoperformance curves mapping cost-effectiveness, and change-point analysis identifying diminishing returns. …”
Get full text

CONCERNING CORRELATION BETWEEN METHODOLOGY AND TECHNOLOGY IN PEDAGOGICAL RESEARCH by Vladimir I. Zagvyazinsky

“…The present article is also devoted to this problem.Methods. The methods of the analysis, synthesis, idealisation, generalisation of author’s experience, a concrete definition and modelling are used.Results and scientific novelty. …”
Get full text

Integration of soft skills into the program of maritime English by V. Kudriavtseva, S. Barsuk, O. Frolova

“…Thus, there is a need to substantiate the importance of soft skills for a successful career in the maritime industry and to describe the methods to integrate them into the educational process. …”
Get full text

Predicting Optimum Moisture Content by the individual and hybrid approach of machine learning by Yinghui Yang, Yahui Dai, Qunting Yang

“…Machine learning offers a promising alternative by enabling the creation of advanced predictive models and algorithms that can improve the accuracy and efficiency of OMC predictions compared to traditional empirical methods. …”
Get full text

THE DEVELOPMENT OF A BASIC PROCESS SCHEME FOR THE PREPARATION OF ISOAMYL ACETATE by S. L. Nazanskiy, M. S. Glukhova

“…To check operating efficiency of the scheme in real conditions, a verification calculation was made to determine the minimum and working reactor volume. …”
Get full text

Combining PET/CT with serum tumor markers to improve the evaluation of histological type of suspicious lung cancers. by Rifeng Jiang, Ximin Dong, Wenzhen Zhu, Qing Duan, Yunjing Xue, Yanxia Shen, Guopeng Zhang

“…Differences in SUVmax and serum levels of tumor markers among different histological types of lung cancers and between EGFR mutation statues of adenocarcinoma were compared. The diagnostic efficiencies of SUVmax alone, each serum tumor marker alone, combined tumor markers and the combination of both methods were further assessed and compared.…”
Get full text

KINEMATIC STRUCTURE AND CHARACTERISTICS OF THE “DRAG FLICK” FIELD HOCKEY TECHNIQUE by A. Antonov

“…METHODS The subject of the study were a total of 10 hockey players – goal scorers and performers of penalty corners, considered to be top specialists in DF technique. …”
Get full text

Monitoring and planning of local territorial development as a modelable business process: the case of Latvian municipalities by Vera Komarova, Edmunds Cizo, Timurs Boronenko

“…Furthermore, BPMdl maturity levels, especially in terms of methods and culture, are statistically significant determinants of local economic development. …”
Get full text

A systematic literature review on potential of ablution greywater reuse: current insights, challenges, and future prospects by Shayan Ameer, Nisar Muhammad, Khan Zaib Jadoon, Nadeem Sheikh, Khalil Ur Rahman

“…This research highlights a gap in determining cost-effective AGW recycling, focussing on treatment methods, cost efficiency, social acceptance, and environmental concerns, offering researchers an opportunity to explore optimal solutions.…”
Get full text