DMF-YOLO: Dynamic Multi-Scale Feature Fusion Network-Driven Small Target Detection in UAV Aerial Images by Xiaojia Yan, Shiyan Sun, Huimin Zhu, Qingping Hu, Wenjian Ying, Yinglei Li

“…This approach provides an efficient solution for UAV real-time perception tasks and offers novel insights for multi-scale object detection algorithm design.…”
Get full text

Current status of public health awareness and roles within medical institutions in eastern China by Yuchen Wu, Chuanfeng Zhang, Quan She, Wei Zheng, Kai Lu, Furu Wang, Furu Wang

“…ObjectiveTo examine the current landscape of public health functions and the level of cognition among medical staff across various medical institutions in Jiangsu Province, ultimately aiming to provide a theoretical framework for constructing a hospital public health work model under the integrated medical and defense system.MethodsA mixed-methods approach involving questionnaires and semi-structured interviews was employed to assess the establishment and operational status of public health departments within medical institutions, staffing scenarios, comprehension of public health tasks, and the degree of emphasis placed on them.ResultsOur findings reveal that 70.6% of medical institutions possess standalone public health departments, with a median of 5 full-time public health personnel, predominantly from the nursing profession. …”
Get full text

THE DESIGN OF THE SOLAR WIND ION FLUX SENSORS BASED ON THE FARADAY CUP by N. I. Mukhurov, I. V. Gasenkova, I. M. Andruhovich, G. M. Zastenker, N. I. Borodkova, V. I. Kostenko, B. T. Karimov

“…Important tasks of modern space research are the study and continuous observations of the processes of cosmic and meteorological «weather». …”
Get full text

A Multi-Mode Active Control Method for the Hydropneumatic Suspension of Auxiliary Transport Vehicles in Underground Mines by Jianjian Yang, Kangshuai Chen, Zhen Ding, Cong Zhao, Teng Zhang, Zhixiang Jiao

“…Auxiliary transport vehicles are essential components of the underground mine auxiliary transportation system, primarily used for tasks such as personnel and material transportation. …”
Get full text

Enhancing employees’ workplace well-being through workplace digitization: exploring the mediating roles of job demands and digital anxiety by Zhiyong Han, Guoqing Song, Yanlong Zhang, Lei Yan, Lei Yan

“…A significant challenge lies in liberating employees from monotonous tasks, thereby facilitating their engagement in more creative and analytical endeavors, which in turn enhances their workplace well-being. …”
Get full text

Deeply supervised two stage generative adversarial network for stain normalization by Zhe Du, Pujing Zhang, Xiaodong Huang, Zhigang Hu, Gege Yang, Mengyang Xi, Dechun Liu

“…Not only has our model significantly improved the quality of the stained images compared to existing stain normalization methods, but it also has a positive impact on the execution of downstream classification and segmentation tasks. Our method has further reduced the effect that staining differences have on computational pathology, thereby improving the accuracy of histopathological image analysis to some extent.…”
Get full text

Mapping Large-Scale Local Climate Zones From High-Resolution Multiview Satellite Imagery by Chun Liu, Ting Xu, Dong Liang, Zhenning He, Chengguang Liu

“…Our findings demonstrate the advantages of HRMV satellite data for large-scale and fine-grained LCZ mapping, and offer new perspectives for future LCZ mapping tasks.…”
Get full text

Low illumination image enhancement algorithm of CycleGAN coal mine based on attention mechanism and Dilated convolution by Yuanbin WANG, Yaru GUO, Jia LIU, Xu WANG, Bingchao WU, Meng LIU

“…The complex underground environment, filled with a large amount of dust and water vapor, and uneven illumination of artificial light source, leads to problems such as low illumination and loss of detail features in images collected by underground monitoring equipment, which seriously affects the real-time performance of mining safety monitoring equipment, is not good for subsequent computer vision tasks, and it is difficult to collect underground data. …”
Get full text

A Novel Mixed-Precision Quantization Approach for CNNs by Dan Wu, Yanzhi Wang, Yuqi Fei, Guowang Gao

“…It then establishes the optimization objective of the mixed-bit-width search network, and combines the cosine distance of the outputs of the two neighboring layers in the search process in order to construct a micro-minimizable combination of mixed-bit-widths for the super-net search. …”
Get full text

Mouse-Geneformer: A deep learning model for mouse single-cell transcriptome and its cross-species utility. by Keita Ito, Tsubasa Hirakawa, Shuji Shigenobu, Hironobu Fujiyoshi, Takayoshi Yamashita

“…The mouse-Geneformer effectively models the mouse transcriptome and, upon fine-tuning for downstream tasks, enhances the accuracy of cell type classification. …”
Get full text

Population-based biobank for analyzing the frequencies of clinically relevant DNA markers in the Russian population: bioinformatic aspects by I. O. Gorin, V. S. Petrushenko, Yu. S. Zapisetskaya, S. M. Koshel, O. P. Balanovsky

“…One of the tasks of population-based biobanks is to determine the frequencies of clinically relevant genetic polymorphisms in the population. …”
Get full text

Turkish validity and reliability study of the simulation self-report cognitive load measurement tool 2.0 by Hilal Yıldız Çelik, Esra Uğur

“…Abstract Background During simulations, a student’s effort to perform the multiple tasks expected of them and the emotional burden arising from the nature of the simulation can create an excessive cognitive load for the student, negatively affecting learning results. …”
Get full text

METHODOLOGICAL ASPECTS OF FORMATION OF SUBJECT AND COMMUNICATIVE COMPETENCIES OF FOREIGN STUDENTS WHEN LEARNING PHYSICS AT PREPARATORY DEPARTMENTS by Olexandr О. Kalenyk, Tetiana L. Tsaregradska, Inna V. Plyushchay

“…In order to complete these tasks and construct a communicativeoriented model of learning, it is necessary to consider subject and speech competencies as integrated and interconnected concepts, to define their main structural components (motivational, cognitive, activity) and to specify their content when foreign students study Physics and Ukrainian language. …”
Get full text

Abuse of law as a form of opposition to the implementation of the law in the context of modern scientific discourse and law enforcement practice by N. I. Sukhova

“…In achieving the purpose and the corresponding research tasks the dialectical method's instruments were used, which made it possible to establish the relationships between the formally expressed normative uncertainties and the difficulties of their practical implementation, to find structural and functional conclusions in legal behavior and its consequences. …”
Get full text

The Importance of Worldview Paradigms in Formation of the Conceptual Foundation Social Forecast by R. V. Fedorov, L. A. Pafomova

“…The methodological basis for constructing a development scheme for achieving the desired state of the social system is ideological and cultural-historical paradigms. …”
Get full text

Evaluating OSPE as a Formative Assessment Tool for Medical Students by Sudhir Saxena, Sonal Kulshreshtha, Puja Singh

“…It requires examinees to complete various tasks within a set time frame, each assessed against predetermined criteria designed to measure practical skills and attitudes. …”
Get full text

Time-Series Forecasting Method Based on Hierarchical Spatio-Temporal Attention Mechanism by Zhiguo Xiao, Junli Liu, Xinyao Cao, Ke Wang, Dongni Li, Qian Liu

“…A hierarchical feature fusion architecture is constructed to achieve multi-dimensional alignment of local spatial and global temporal features. …”
Get full text

Design of Instrumentation and Control Components of Power Distribution Systems by Y. A. Klimenko, Y. E. Lvovich, A. P. Preobrazhensky

“…Methods for constructing automated design systems, optimization, system analysis, mathematical modeling, and adaptive control were used. …”
Get full text

Understanding Silent Eruptions of Depression among Youngsters and Adolescents by Yuan Rai, Ananya Bhattacharjee, Manodeep Chakraborty, Akanchya Rai, Ashika Bhattarai, Chetiz Sharma, Md Hasnat Jahan Ali, Rudra Acharya, Nihar Ranjan Bhuyan

“…It is marked by a depressed mood, diminished interests, and disinterest in routine tasks, feelings of loneliness, impaired cognitive function, and vegetative symptoms like disturbed sleep or appetite and a lack of desire. …”
Get full text

Entrustable Professional Activities (EPAs) for Medical Student Leadership Curriculum Across Campuses by Joann Farrell Quinn, Kira K Zwygart, Amy B Smith, Deborah DeWaay, Michael Dowdy, Robin Schroeder

“…Entrustable Professional Activities (EPAs) represent essential tasks that medical trainees must demonstrate competence in before performing independently. …”
Get full text