Evaluation of Worker Fatigue During Exoskeleton-Assisted Tasks with Varying Intensities by Daehwi Jo, Gu Young Cho, Kyung-In Kang, Hyunsoo Kim

“…Time-series analysis further revealed that exoskeletons not only decrease overall fatigue accumulation but also slow the rate of fatigue increase, extending the period in which workers can maintain safe and efficient movement patterns. …”
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Contemporary problems of budget development of regional centers by M. A. Pechenskaya

“…It is shown that the risk of budget reduction in the social sphere and economy financing increased due to the growing cost of servicing municipal debt, which in the North-Western federal district regional centers increased 14 times in 2011-2018, while the average growth in Russia in that period was four-fold. The increase in the rate of budget expenditures centralization was revealed, which was manifested in an eight-fold increase in the delegated authority from higher levels to the budgets of regional centers of the North-Western federal district in 2011-2018.Scientific novelty: modern patterns of budget systems development of regional centers of Russia and the North-Western federal district are defined and justified, in particular for 2011-2018.Practical significance: the materials of the article can be used by professors of higher educational institutions in the educational process, and by researchers as a research base. …”
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Electricity Theft Detection Using Rule-Based Machine Leaning (rML) Approach by Sheyda Bahrami, Erol Yumuk, Alper Kerem, Beytullah Topçu, Ahmetcan Kaya

“…With an astounding 93% recall rate for the rule-based feature space combination of the random forest classifier, this novel approach has produced outstanding results. …”
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A multimodal functional structure-based graph neural network for fatigue detection by Dongrui Gao, Zhihong Zhou, Zongyao Peng, Haokai Zhang, Shihong Liu, Manqing Wang, Hongli Chang

“…The framework employs differential entropy (DE) features extracted from filtered EEG signals and heart rate variability (HRV) features derived from ECG signals as dual input streams, capturing distinct internal–external interaction patterns. …”
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Impact of stratifin/14-3-3σ on survival and interstitial lung disease in patients with non-small cell lung cancer receiving immune checkpoint inhibitors by Daiki Murata, Koichi Azuma, Kenta Murotani, Yoshiaki Zaizen, Tomoaki Hoshino

“…Meanwhile, delta-SFN, representing the change in SFN values between ICI initiation and at the 6-week point, was associated with progression-free survival, overall survival, disease control rate, and ICI-ILD image patterns. Conclusion SFN levels in plasma were associated with therapeutic efficacy and ICI-ILD pattern in patients with NSCLC receiving cancer immunotherapy. …”
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Managing Soil Biota-Mediated Decomposition and Nutrient Mineralization in Sustainable Agroecosystems by Joann K. Whalen

“…Methods are proposed to determine the rates of decomposition and nutrient release from organic residues. …”
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GNSS VELOCITY AND STRAIN FIELD IN THE NORTHERN SUMATRA 15 YEARS AFTER THE 2004 M9.2 SUMATRA ANDAMAN EARTHQUAKE by S. M. Alif, O. Anggara, M. F. Jihad, R. S. Perdana

“…To do this, a comparison was made of velocities and strain rates over two periods. The velocities of 5.5 to 40.5 mm/yr and the strain rate up to 47.2 μstrain/yr were obtained from the recently acquired GNSS data. …”
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Central line-associated bloodstream infection trend in Brazilian adult intensive care units: an ecological study by Alexsandra Gomes Resende de Souza da Silva, Sergiane Bisinoto Alves, Elisângela Eurípedes Resende Guimarães, Jessyca Rodrigues Braga, Heliny Carneiro Cunha Neves, Silvana de Lima Vieira dos Santos, Maria Auxiliadora Carmo Moreira

“…The aim of this study was to analyze the historical trend of central line-associated bloodstream infections in patients in intensive care units, the rate of infection, central venous catheter utilization ratio, type of pathogen and their antimicrobial resistance pattern. …”
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Vertical Breast Reduction Mammaplasty in the Adolescent Population by Ashley E. Rogers, MD, Alexandra Junn, MD, Esperanza Mantilla-Rivas, MD, Haley S. Oh, Nakul Ganju, BS, Athena Zhang, MD, Md Sohel Rana, MBBS, MPH, Monica Manrique, MD, Albert K. Oh, MD, Gary F. Rogers, MD, JD, LLM, MBA, MPH

“…Our study supports the safety of this approach in adolescents, although larger resection (≥1000 g) and higher body mass index trend toward higher complication rates.…”
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Passive Sensing for Mental Health Monitoring Using Machine Learning With Wearables and Smartphones: Scoping Review by ShiYing Shen, Wenhao Qi, Jianwen Zeng, Sixie Li, Xin Liu, Xiaohong Zhu, Chaoqun Dong, Bin Wang, Yankai Shi, Jiani Yao, Bingsheng Wang, Xiajing Lou, Simin Gu, Pan Li, Jinghua Wang, Guowei Jiang, Shihua Cao

“…These findings underscore the technology’s potential to transform mental health care through objective, continuous monitoring—particularly for depression (heart rate and step count biomarkers) and anxiety (sleep and social interaction patterns). …”
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PREVALENCE OF CONGENITAL CLEFT LIP AND PALATE IN UKRAINE by V.V. Filonenko, O.А. Kaniura, B.I. Palamar, N.V. Bidenko

“…The triggers of this pattern are declining birth rate, high death rate, reduction in the possibility of using quality medical care, non-return of refugees, reduction of the participation of new recruits in the demographic process, negative economic performance of the temporarily occupied territories. …”
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Tear Lipid Layer Thickness in Children after Short-Term Overnight Orthokeratology Contact Lens Wear by Li Zeng, Zhi Chen, Dan Fu, Jiaqi Zhou, Xingtao Zhou

“…LLT was significantly correlated with rate of partial blinks at every follow-up (all p<0.05). …”
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Study on Flow Model and Flow Equation of Shale Gas Based on Microflow Mechanism by Huaxun Liu, Shusheng Gao, Feifei Fang, Chunyan Jiao, Liyou Ye, Jie Zhang, Weiguo An

“…The result shows that the flow rate of shale gas is composed of seepage flow rate and diffusion flow rate. …”
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Induction of reproduction of fish Anasa Nomorhampus sp. endemic Palu, Central Sulawesi orally through hormon bioencapsulation use Chironomus sp. by Dinda Wahyu Rezki, Agus Oman Sudrajat, Dinar Tri Soelistyowati, Odang Carman

“…This research focuses on assessing specific weight growth rate (LPBS), specific length growth rate (LPPS), survival rate (TKH), gonadosomatic index (IGS), gonadal histology, birth frequency, number of births, and growth performance. …”
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Organ-system-based subclassification of preeclampsia using machine learning predicts pregnancy outcomes by Yanhong Xu, Yizheng Zu, Xiaosi Lu, Yiping Wang, Jiaying Zheng, Xia Xu, Jianying Yan

“…K-Cluster 1 and K-Cluster 5 showed distinct biomarker patterns but similar complication rates (P > 0.05). …”
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Reinforcement Learning-Based Generative Security Framework for Host Intrusion Detection by Yongsik Kim, Su-Youn Hong, Sungjin Park, Huy Kang Kim

“…The proposed framework demonstrated a high accuracy rate of 96.5% average when faced with different attacks. …”
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Considerations for homology-based DNA repair in mosquitoes: Impact of sequence heterology and donor template source. by Joshua Xin De Ang, Katherine Nevard, Rebekah Ireland, Deepak-Kumar Purusothaman, Sebald A N Verkuijl, Lewis Shackleford, Estela Gonzalez, Michelle A E Anderson, Luke Alphey

“…For Aedes aegypti, the most important arboviral vector, integration rates achieved in Cas9-based knock-ins so far have been rather low, highlighting the need to understand gene conversion patterns and other factors that influence homology-directed repair (HDR) events in this species. …”
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Photovoltaic Panel Efficiency Estimation with Artificial Neural Networks: Samples of Adiyaman, Malatya, and Sanliurfa by Yasin Icel, Mehmet Salih Mamis, Abdulcelil Bugutekin, Mehmet Ismail Gursoy

“…The amount of electric energy produced by photovoltaic panels depends on air temperature, humidity rate, wind velocity, photovoltaic module temperature, and particularly solar radiation. …”
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Trends in atrial fibrillation and flutter mortality associated with disorders of thyroid gland in the United States from 1999 to 2020 by Shahzaib Ahmed, Shoaib Ahmad, Hamza Ashraf, Eeman Ahmad, Umar Akram, Abbas H. Mallick, Irfan Ullah, Raheel Ahmed, Chadi Alraies, Gregg C. Fonarow

“…Methods Age‐adjusted mortality rates and crude rates per 100,000 population from 1999 to 2020 using the CDC WONDER database. …”
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Mortality atlas of the main causes of death for the elderly population (≥75 years) in Switzerland during 2010–2020 by Taru Singhal, Kaja Widmer, Anton Beloconi, Suzanne Dhaini, Matthias Schwenkglenks, Cordula Blohm, Rolf Weitkunat, Sabina De Geest, Penelope Vounatsou

“…RESULTS: Language regions are associated with mortality rates for many causes of death. In particular, the French-and Italian-speaking regions are associated with a lower burden of mortality due to cardiovascular diseases and diabetes compared to German-speaking Switzerland, but this is offset by increased rates of certain cancers. …”
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