DINAMIC SCREENING OF PRECANCEROUS ESOPHAGUS USING MOLECULAR GENETIC ANALYSIS by V. V. Anishchenko, S. E. Titov, T. L. Poloz, Yu. A. Veryaskina, A. A. Arkhipova, I. V. Bubnov

“…Samples were stratified into different groups using the C-RT decision tree algorithm.Results. 26.7 % of Barrett’s esophagus samples were classified by expression of the proposed miRNAs as cancer, which may indicate a potential development of a malignant tumor in the mucosa of the esophagus when morphological changes have not yet been found.…”
Get full text

Sustainability Analysis of the Chemical Industry in the Period of Transformation Using an Institutional Approach by V. G. Kogdenko, N. A. Kazakova

“…The practical value lies in the development of an algorithm for identifying points of promising economic growth and indicators for assessing industry transformation to provide support to companies with the greatest multiplier effect. …”
Get full text

Integrating Moral Values in AI: Addressing Ethical Challenges for Fair and Responsible Technology by Khushboo Shah, Hiren Joshi, Hardik Joshi

“…Sometimes, this type of decision may lead to disasters, especially in the industry where human life is involved e.g. healthcare. …”
Get full text

Early Detection of Fetal Health Conditions Using Machine Learning for Classifying Imbalanced Cardiotocographic Data by Irem Nazli, Ertugrul Korbeko, Seyma Dogru, Emin Kugu, Ozgur Koray Sahingoz

“…However, manual interpretation of CTG can be time-consuming and may vary between clinicians. Recent advances in machine learning provide more efficient and consistent alternatives for analyzing CTG data. …”
Get full text

Analysis of Electron Distribution Functions From the Magnetospheric Multiscale (MMS) Mission Using the Gaussian Mixture Model by Beniamino Sanò, Nathan N. Maes Anno, David L. Newman, Marty Goldman, Francesco Valentini, Denise Perrone, Giovanni Lapenta

“…By evaluating the complexity of VDFs, we can identify regions of interest within the plasma where significant physical phenomena may be present.…”
Get full text

Impact Analysis of Temperature Effects on the Performance of the Pick-Up Ion Analyzer by Yu Cao, Yuzhu Zhang, Xiaodong Peng, Changbin Xue, Bin Su, Yiming Zhu

“…In deep-space exploration, Pickup Ion Analyzers (PUIAs) operate under varying thermal environments in orbit, where thermally induced stress–deformation coupling may severely degrade their performance and long-term stability. …”
Get full text

An efficient enhanced stacked auto encoder assisted optimized deep neural network for forecasting Dry Eye Disease by Steffi Rajan, Suresh Ponnan

“…Early diagnosis and treatment of erectile dysfunction may significantly improve the Quality of Life (QoL) for people. …”
Get full text

Multidimensional correlates of psychological stress: Insights from traditional statistical approaches and machine learning using a nationally representative Canadian sample. by Benjamin A Hives, Mark R Beauchamp, Yan Liu, Jordan Weiss, Eli Puterman

“…These findings highlight that stress reduction interventions may require a multidisciplinary approach. However, further longitudinal and experimental studies are required.…”
Get full text

Abilities and limitations in counteracting urban heat islands by Michał Musiał, Anna Pomykała, Lech Lichołai

“…While AI models can expedite predictions, their precision may still lag behind traditional numerical weather prediction methods. …”
Get full text

A Novel, Direct Matrix Solver for Supersonic Boundary Element Method Systems by Cory Goates, Douglas Hunsaker

“…Hence, the efficient solution of the linear system of equations arising in a supersonic BEM is here considered. A novel sorting algorithm is developed whereby the non-zero elements may be arranged into a useful structure with minimal cost. …”
Get full text

Small-coupling dynamic cavity: A Bayesian mean-field framework for epidemic inference by Alfredo Braunstein, Giovanni Catania, Luca Dall'Asta, Matteo Mariani, Fabio Mazza, Mattia Tarabolo

“…In its efficient formulation, the computational cost per iteration of the SCDC algorithm is linear in the duration of the epidemic dynamics. …”
Get full text

Improving Workplace Safety and Health Through a Rapid Ergonomic Risk Assessment Methodology Enhanced by an Artificial Intelligence System by Adrian Ispășoiu, Ioan Milosan, Camelia Gabor

“…If that activity extends beyond a person’s capacity to withstand physical and psychological stress, the worker may suffer from both physical and mental ailments. …”
Get full text

Bioinspired Mobility-Aware Clustering Optimization in Flying Ad Hoc Sensor Network for Internet of Things: BIMAC-FASNET by Abdu Salam, Qaisar Javaid, Masood Ahmad

“…First, the clustering problem in network is formulated to dynamic optimization problem. An algorithm is designed based on bee intelligence, applied to select optimal UAVs CH and balanced cluster. …”
Get full text

Haemodynamics and post-exercise recovery response in COPD-PH and ILD-PH: An appraisal by Sayoni Sengupta, Parthasarathi Bhattacharyya, Aniruddha De, Sayanti Karmakar, Wrick Chakraborty, Dipanjan Saha

“…Background: Chronic lung disease (CLD) from either airway obstruction or parenchymal affections can lead to secondary pulmonary hypertension. It may be interesting to compare the two types of CLD-PH. …”
Get full text

Development and application of a generalized fatigue driving monitoring system for open-pit mining vehicles: A case study in a myanmar copper mine by Tao Li, Baomeng Chang, Yan Sun, Yaodong Zhou, Bin Zhou, Lubin Zhang

“…Engineering practices yielding the following outcomes: (1) The Beidou positioning antenna demonstrated superior performance in the S&K mine, ensuring accurate vehicle tracking and minimal signal blind spots in challenging open-pit mining environments. (2) The GFDMS effectively identifies unsafe driving behaviors, including speeding, fatigue driving and irregular operations, providing real-time alerts to enhance safety. (3) A comprehensive analysis of system performance demonstrated its effectiveness, reducing traffic incident rates by over 70 % for mining dump trucks and auxiliary vehicles within a year while improving vehicle utilization and operational reliability. (4) Challenges in improving the GFDMS persist in areas such as environmental adaptability, algorithm generalization, and scalability. Future enhancements may include hardware optimization, multimodal data fusion, and blockchain-based data security.…”
Get full text

EPri-MDAS: An efficient privacy-preserving multiple data aggregation scheme without trusted authority for fog-based smart grid by Jinjiao Zhang, Wenying Zhang, Xiaochao Wei, Huimin Liu

“…Whereas, many methods are vulnerable to privacy leakage since the existence of trusted authority may increase the exposure to threats. In this paper, we propose the EPri-MDAS: an Efficient Privacy-preserving Multiple Data Aggregation Scheme without trusted authority based on the ElGamal homomorphic cryptosystem, which achieves both data integrity verification and data source authentication with the most efficient block cipher-based authenticated encryption algorithm. …”
Get full text

Analysis of Solar Radiation Shielding in Space for Climate Mitigations of the Earth by Kyung Bae Jang, Tae Ho Woo

“…The effectiveness of space solar shielding is evaluated using a complex algorithm that considers various parameters of the shielding satellite, such as its size, orbit, and deployment mechanism. …”
Get full text

Residual self-attention vision transformer for detecting acquired vitelliform lesions and age-related macular drusen by Pawel Powroznik, Maria Skublewska-Paszkowska, Katarzyna Nowomiejska, Beata Gajda-Deryło, Max Brinkmann, Marina Concilio, Mario Damiano Toro, Robert Rejdak

“…The results proved that the presented RS-A ViT model has a great potential in classification retinal disorders with high accuracy and thus may be applied as a supportive tool for ophthalmologists.…”
Get full text

Design Principles of a Flat-Pack Electronic Sensor Kit with Intelligent User Interface Calibrations: A Case Study of Monitoring Sedentary Behavior in Workplace by Ananda Maiti, Vanessa Ward, Amy Hilliard, Anjia Ye, Scott J. Pedersen

“…We also discuss a software design algorithm that can be used to calibrate the newly constructed device. …”
Get full text

Identification of patients with low risk of severity in confirmed COVID-19 cases. Cuba, 2020- 2021 by Maicel Eugenio Monzón-Pérez, Lizet Sánchez-Valdés, Agustín Lage-Dávila

“…A classification tree algorithm was applied to identify risk strata. For every stratum, its volume, the risk of transition to severity and the explained risk were calculated. …”
Get full text