A novel approach of drowsiness levels detection using Vis-Net combined with facial emotion by Thuong-Cang Phan, Anh-Cang Phan, Ngoc-Hoang-Quyen Nguyen

“…Furthermore, to improve response time latency and reduce computational costs, our model integrates Mostafa’s emotion detection framework. …”
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Statistical model for assessing the reliability of non-destructive testing systems by solving inverse problems by A. E. Alexandrov, S. P. Borisov, L. V. Bunina, S. S. Bikovsky, I. V. Stepanova, A. P. Titov

“…Monitoring the state of the pipeline by direct inspection requires a considerable amount of labor, as well as, in some cases, the suspension of power plant operation. In order to reduce costs during monitoring measures, it is proposed to use mathematical modeling. …”
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Few-Shot Unsupervised Domain Adaptation Based on Refined Bi-Directional Prototypical Contrastive Learning for Cross-Scene Hyperspectral Image Classification by Xuebin Tang, Hanyi Shi, Chunchao Li, Cheng Jiang, Xiaoxiong Zhang, Lingbin Zeng, Xiaolei Zhou

“…Unsupervised domain adaptation has proven its effectiveness in tackling this issue, but it has a fatal limitation of intending to narrow the disparity between source and target domains by utilizing fully labeled source data and unlabeled target data. However, it is costly even to attain labels from source domains in many cases, rendering sufficient labeling as used in prior work impractical. …”
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El macro-modelat de la costa carbonàtica de Victòria (Austràlia): paral·lelismes i diferències amb les cales baleàriques by Lluís Gómez-Pujol

“…Els resultats posen de manifest que, de més a més del control estructural, les components fluvials i càrstiques o del retoc associat a l’erosió marina –tot incorporant les fluctuacions del nivell marí– hi ha altres factors que ajuden a explicar la diferència i el grau de maduresa en l’evolució morfològica del macro-meso modelat de les costes rocoses carbonatades. Resulta important considerar el paper dels heretatges geològics en el sentit que, esdeveniments de gran transcendència, com per exemple la crisi de salinitat del Messinià a la Mediterrània, poden deixar una empremta que condicioni i governi el desenvolupament i característiques de les cales i així es puguin explicar les diferències entre planells carbonàtics relativament semblants. …”
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Ship Target Detection in SAR Images Based on Multiple Attention Mechanism and Cross-Scale Feature Fusion by Yuwu Wang, Tieming Wu, Limin Guo, Yuhan Mo

“…This reduces the sensitivity of the CIoU loss function to positional offsets of small targets, with only a slight increase in computational and parameter costs, thereby further improving the detection accuracy of small targets. …”
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Modeling the impact of CDK4 / 6 inhibitors on reducing cancer mortality by N. A. Avxentyev, E. V. Bilan, A. Yu. Goryainova, Yu. V. Makarova, R. A. Murashko, A. V. Sobolev, S. V. Sharov, D. Yu. Yukalchuk

“…The model was used to estimate the number of lives saved and healthcare system costs when transitioning from current practice to the forecast one by 2030, considering the number of adult patients with HR+/HER2– ABC, who may start considered therapy annually in Russia.Results. …”
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Comparison of EfficientNet CNN models for multi-label chest X-ray disease diagnosis by Murat Ucan, Buket Kaya, Osman Aygun, Mehmet Kaya, Reda Alhajj

“…Previous studies on chest X-ray images focus on a single disease or have low success rates, and the architectures presented in previous studies have high computational costs. The novelty of this work is that it presents a hybrid lightweight, fast and attention-based architecture with high classification performance. …”
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Evaluating the implementation of inclisiran in primary care: process evaluation interim findings from interviews with key stakeholders by Peter Bower, Samantha Dixon, Paul Wilson, Amy Mathieson, Rebecca Elvey, Martin Gibson, Tracey Vell

“…Several barriers to implementation were highlighted, including concerns relating to general practice resources and costs.Trial registration number NCT04807400.…”
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Study on the two-phase flow behavior in batch transportation of liquid ammonia and product oil by Xin HUANG, Hongxiang SHI, Yilong LI, Weidong LI, Pengbo YIN, Zhenchao LI, Lin TENG, Lilong JIANG

“…Objective Batch transportation of liquid ammonia via product oil pipelines can expand transportation routes, reduce costs, and enhance pipeline efficiency to address the low throughput of existing product oil pipelines. …”
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Diagnostic accuracy of artificial intelligence models in detecting congenital heart disease in the second-trimester fetus through prenatal cardiac screening: a systematic review an... by Lies Dina Liastuti, Lies Dina Liastuti, Yosilia Nursakina, Yosilia Nursakina

“…BackgroundCongenital heart disease (CHD) is a major contributor to morbidity and infant mortality and imposes the highest burden on global healthcare costs. Early diagnosis and prompt treatment of CHD contribute to enhanced neonatal outcomes and survival rates; however, there is a shortage of proficient examiners in remote regions. …”
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Simulation and Dynamic Analysis of Small Advanced Insulated Compressed Air Energy Storage System by Yuxuan WANG, Yufeng ZHANG, Liansheng LI

“…[Objective] Small-scale compressed air energy storage systems are independent of specific geographic environments, have broad applicability, low construction and operating costs, and are suitable for distributed energy systems and microgrid applications. …”
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AUTOMATED RESOURCE MANAGEMENT SYSTEM FOR THE UTILITY SECTOR BASED ON WIRELESS SENSOR NETWORKS by Igor Nevliudov, Andrii Sliusar, Sofiia Khrustalova, Kirill Khrustalev

“…This approachallows rationalising the consumption of resources by household consumers, which means that the financial costs of energy supply will decrease and the level of energy savings in the country will increase. …”
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A new approach to the problem of assessing the radon hazard of building sites by N. K. Ryzhakova, K. O. Stavitskaya, A. A. Udalov

“…The approach proposed in the work for assessing radon hazard will allow avoiding labor-intensive measurements of radon and thereby reduce the financial, material and labor costs of building construction.…”
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Comparative outcomes of human acellular dermal matrices in breast reconstruction: a systematic review and meta-analysis framework by Yousef Tanas, Grace Gasper, Julie Tanas, Sarya Swed, Gioacchino De Sario Velasquez

“…This could potentially minimize the risk of patient complications, improve patient satisfaction, and decrease unnecessary hospital readmissions or reoperations due to avoidable complications, thereby decreasing healthcare costs. Systematic review registration PROSPERO CRD42024542928.…”
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Experimental and machine learning based analysis of pervious concrete enhanced with fly ash and silica fume by Siva Shanmukha Anjaneya Babu Padavala, Siva Avudaiappan, Venkatesh Noolu

“…It also resulted in a 4.7 % reduction in CO₂ emissions and 6.19 % lower material costs, supporting its suitability for sustainable infrastructure applications. …”
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A computational framework for longitudinal medication adherence prediction in breast cancer survivors: A social cognitive theory based approach. by Navreet Kaur, Manuel Gonzales Iv, Cristian Garcia Alcaraz, Jiaqi Gong, Kristen J Wells, Laura E Barnes

“…Non-adherence to medications is a critical concern since nearly half of patients with chronic illnesses do not follow their prescribed medication regimens, leading to increased mortality, costs, and preventable human distress. Amongst stage 0-3 breast cancer survivors, adherence to long-term adjuvant endocrine therapy (i.e., Tamoxifen and aromatase inhibitors) is associated with a significant increase in recurrence-free survival. …”
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Multiphase Transport Network Optimization: Mathematical Framework Integrating Resilience Quantification and Dynamic Algorithm Coupling by Linghao Ren, Xinyue Li, Renjie Song, Yuning Wang, Meiyun Gui, Bo Tang

“…Experimental results demonstrate a 28.7% reduction in road network traffic variance (from 42,760 to 32,100), 22.4% improvement in public transit path redundancy, and 30.4–44.6% decrease in regional traffic load variance with minimal costs. Hyperparameter analysis reveals two optimal operational modes: rapid cooling (rate = 0.90) achieves 85% improvement within 50 epochs for emergency response, while slow cooling (rate = 0.99) yields 12.7% superior solutions for long-term planning. …”
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Nursing Shortage in Pakistan: A Looming Crisis by Fawad Mueen Arbi, Mahnoor Baloch, Shahid Ullah Khan

“…Furthermore, the shortage of nurses results in delayed care, longer hospital stays, and increased healthcare costs.5 To tackle this crisis, steps must be taken urgently. …”
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« La baraque [les camps], on y était ! » Faire la preuve administrative de son statut d’enfant de harki by Alice Baudy

“…Identifying with the category of public concerned by the system generates symbolic costs, particularly linked to the stigma of assistance and the administrative burden of filling out the application. …”
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A lightweight real-time unified detection model for rice and wheat ears in complex agricultural environments by Xiaojun Shen, Shuai Li, Fen Qiu, Lili Yao

“…Finally, channel pruning is applied to remove inefficient channels, effectively reducing computational costs and optimizing resource allocation efficiency. …”
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