Harnessing Electronic Health Records and Artificial Intelligence for Enhanced Cardiovascular Risk Prediction: A Comprehensive Review by Ming‐Lung Tsai, Kuan‐Fu Chen, Pei‐Chun Chen

“…These models require continuous validation and recalibration to ensure their adaptability to diverse populations and evolving health care environments, providing reassurance about their reliability.…”
Get full text

Shared energy storage planning based on the adjustable potential of data center based on visual IOT platform by Lei Su, Wanli Feng, Haoyu Ma, Mingjiang Wei, RuoShi Gu, Ziya Chen, Junda Qin

“…Based the two-stage stochastic optimization model, a improved L-shaped algorithm is proposed to solve the planning model effectively, reducing computational complexity through problem decomposition. The proposed model is demonstrated on a test case involving four comparative scenarios, and the simulation results verified the effectiveness of the proposed approach.…”
Get full text

AI-driven multimodal colorimetric analytics for biomedical and behavioral health diagnostics by Desta Haileselassie Hagos, Saurav Keshari Aryal, Patrick Ymele-Leki, Legand L. Burge

“…Effectively managing the complexity and variability of these data sources requires advanced computational techniques for accurate interpretation and robust decision-making. …”
Get full text

Fostering inclusive and effective doctoral supervisory practice: the Let’s Talk About card game by Lydia Luise Bach, Emily May Armstrong, Matt Jones

“…Supervisors face increasing complexity in managing these relationships, compounded by job precarity and the pressure to ensure timely doctoral completion. …”
Get full text

Multi-Aperture Adaptive Fiber-Coupled Free-Space Optical Communication System: Scintillation Mitigation and Turbulence Compensation Experiment Based on Gamma-Gamma Channel Modeling by Ziting Pan, Yuting Li, Yijie Shen, Ziqiang Li, Guan Huang, Chao Geng, Xinyang Li

“…Experimental results indicate that the proposed architecture enhances coupling power while maintaining high communication quality. Its modular design ensures high compatibility with mature fiber-optic communication components, providing a solution for constructing low-complexity, high-reliability hybrid optical communication systems in urban environments.…”
Get full text

A Comprehensive Review of MI-HFE and IPHFE Cryptosystems: Advances in Internal Perturbations for Post-Quantum Security by Yong Wang, Lingyue Li, Ying Zhou, Huili Zhang

“…Current research is exploring cryptographic techniques based on error-correcting codes, lattice structures, and multivariate public key systems, all of which leverage the complexity of NP-hard problems, such as solving multivariate quadratic equations, to ensure security in a post-quantum landscape. …”
Get full text

A Phenomenological Study on the Challenges Faced by Nebraska Hospitals During the COVID-19 Outbreak by Golnoosh Abdolahzadeh, Terry L. Stentz, Jennifer I. Lather, Kyungki Kim, Katherine Willet

“…The coronavirus disease of 2019 (COVID-19) presented hospitals not only with significant clinical challenges but also with organizational obstacles, forcing hospitals to adapt their operations to ensure continuity of care. This study aims to explore the challenges that Nebraska hospitals encountered during COVID-19. …”
Get full text

Slope stability and surface displacement analysis of the Kuther Landslide in the Dehar Watershed, Himachal Himalaya, Northern India by Arun Kumar, Shashi Kant Rai, Imran Khan, Manthena Prashanth, Sunil Dhar, Omkar Verma

“…Abstract The road network in the Himalayan terrain is vital for India's socio-economic development and national security, yet the complexities of topography, geological structures, diverse lithology, and neotectonics make planning and maintaining these routes a challenging task. …”
Get full text

Effects of Changing Consumer Demand on Distributed Generation and Grid Optimization by Meisam Mahdavi, Amir Bagheri, Alireza Soleimani, Anna Pinnarelli, Francisco Jurado, Augustine Awaafo

“…Considering load variability in DG placement within reconfigurable networks adds considerable computational complexity, resulting in extended processing times. …”
Get full text

Dataset for Single Character Detection in Dongba Manuscripts by Yuqi Ma, Yongbo Li, Guang Long, Ruiyuan Li, Fengyuan Hu, Chenjun Xu, Yueran Wang, Maoling Peng, Xiaoliang Li, Shanxiong Chen

“…Additionally, we have conducted technical validations with various text detection models on the Dongba1800 dataset to ensure its effectiveness and reliability.…”
Get full text

Improving Suicidal Ideation Detection in Social Media Posts: Topic Modeling and Synthetic Data Augmentation Approach by Hamideh Ghanadian, Isar Nejadgholi, Hussein Al Osman

“…Finally, the synthetic dataset was evaluated for readability, complexity, topic diversity, and utility in training machine learning classifiers compared to real-world datasets. …”
Get full text

Modeling the Reliability of an Electric Car Battery While Changing Its Charging and Discharge Characteristics by Nikita V. Martyushev, Boris V. Malozyomov, Anton Y. Demin, Alexander V. Pogrebnoy, Egor A. Efremenkov, Denis V. Valuev, Aleksandr E. Boltrushevich

Get full text

Patterns of enrollment to community-based health insurance and the situations influencing utilization of the services in Southern Ethiopia: a qualitative study by Getahun Siraw, Bewunetu Zewude, Muluken Meshesha

“…As a result, the Ministry of Health, in conjunction with other governmental and non-governmental bodies, should ensure that enough pharmaceuticals and medical supplies are provided. …”
Get full text

Forest Fire Detection Algorithm Based on Improved YOLOv11n by Kangqian Zhou, Shuihai Jiang

“…The FEDS-YOLOv11n model ensures high accuracy while maintaining lower computational complexity and faster inference speed, making it suitable for real-time forest fire detection applications.…”
Get full text

Assessing the Utility of Organoid Intelligence: Scientific and Ethical Perspectives by Michael W. Nestor, Richard L. Wilson

“…Current brain organoids lack the anatomical complexity, network organization, and sensorimotor integration necessary for intelligence or sentience. …”
Get full text

Balancing Precision and Speed: Introducing the Performance Efficiency Evaluation Ratio (PEER) in Visual Odometry by Cem Atilgan, Muharrem Mercimek

“…PEER incorporates a tunable weighting parameter to prioritize performance, speed, or a balanced trade-off, and employs normalization techniques to ensure comparability across different algorithms and systems. …”
Get full text

Error-correcting codes and genetics by Gérard Battail

“…Only means intrinsic to the genome itself, taking the form of error-correcting codes, can ensure the genome permanency. According to information theory, they can achieve reliable communication over unreliable channels, so paradoxical it may look, provided some conditions are met. …”
Get full text

REALITIES AND PROSPECTS OF MANAGING THE DEVELOPMENT OF AGRICULTURAL BUSINESS IN UKRAINE by Tetiana SHMATKOVSKA, Oksana AGRES, Yurii LUCHECHKO, Liudmyla KOROBCHUK, Nataliia NAUMENKO, Maksym VOICHUK, Mykola DZIAMULYCH

“…The loss of 15-20% of cattle, pigs, and poultry, and the loss of production facilities and animal husbandry complexes led to a reduction in production in both the crop and animal husbandry sectors. …”
Get full text

Construction and Application Analysis of an Intelligent Distribution Network Identification System Based on Deep Neural Networks by Yu Ma

“…In addition, the Cross-Validation Grid Search Algorithm (GSA) was used to optimize the hyperparameters to ensure that the model can achieve the optimal performance on different data sets. …”
Get full text

Enhancing AES image encryption with a three-dimensional hyperchaotic system for increased security and efficiency. by Mingyi Huo, Yanpei Zheng, Jun Huang

“…Therefore, developing efficient and cost-effective image encryption technologies to ensure the security of image data during transmission has become an urgent necessity. …”
Get full text