GLN-LRF: global learning network based on large receptive fields for hyperspectral image classification by Mengyun Dai, Tianzhe Liu, Youzhuang Lin, Zhengyu Wang, Yaohai Lin, Changcai Yang, Riqing Chen

“…Deep learning has been widely applied to high-dimensional hyperspectral image classification and has achieved significant improvements in classification accuracy. However, most current hyperspectral image classification networks follow a patch-based learning framework, which divides the entire image into multiple overlapping patches and uses each patch as input to the network. …”
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PROSPECTS OF GEOTHERMAL RESOURCES DEVELOPMENT FOR EAST CISCAUCASIA by A. B. Alkhasov, D. A. Alkhasova

“…The capital expenditure for their reconstruction for production of thermal water is much lower than costs of construction of new wells. At the same time use of idle wells doesn't allow to receive big capacities on GPP because of restriction of a circulating flow rate because of small diameters of wells. …”
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Selection for high quality pepper seeds by machine vision and classifiers by Ke-ling TU, Lin-juan LI, Li-ming YANG, Jian-hua WANG, Qun SUN

“…Automated systems based on machine vision and model classifiers can contribute to reducing the costs and labor required in the selection of pepper seeds.…”
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Impact of peanut seeding rate on water-use efficiency and yield by Gengsheng Zhang, Monique Y. Leclerc, Kriti Poudel, Ronald Scott Tubbs, Walter Scott Monfort

“…Seeds account for one of the highest costs in peanut production. Moreover, the climate in most of the Southeastern US is predicted to become drier and warmer throughout the growing season. …”
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The Impact of Exchange Rate Volatility on the Housing Price Index in Iran: A GMM Time Series Approach by Zana Mozaffari, Salaheddin Manochehri

“…ObjectiveBoth on micro and macro scales, the exchange rate and its dynamics play a pivotal role as influential variables in the economy. They can affect most economic, social, and cultural variables through various channels and change their behaviors. …”
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A Review on QbD-Driven Optimization of Lipid Nanoparticles for Oral Drug Delivery: From Framework to Formulation by Hidayat AF, Wardhana YW, Suwendar S, Mohammed AFA, Mahmoud SA, Elamin KM, Wathoni N

“…By promoting process understanding and control, QbD not only supports scientific formulation development but also enhances industrial scalability by reducing the experimental workload, shortening the development time, and lowering the production costs. This review highlights key QbD elements such as the quality target product profile (QTPP), critical quality attributes (CQAs), critical material attributes (CMAs), critical process parameters (CPPs), and design of experiments (DoE) and their roles in guiding formulation and process optimization. …”
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Predicting 14-day readmission in middle-aged and elderly patients with pneumonia using emergency department data: a multicentre retrospective cohort study with a survival machine l... by Ta-Chien Chan, Jiunn-Horng Kang, Tian-Shin Yeh, Nguyen Thanh Nhu, Jer-Hwa Chang, Yu-Tien Tzeng, Chia-Chieh Wu, Carlos Lam

“…Objectives Unplanned pneumonia readmissions increase patient morbidity, mortality and healthcare costs. Among pneumonia patients, the middle-aged and elderly (≥45 years old) have a significantly higher risk of readmission compared with the young. …”
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The Use of AI-Powered Thermography to Detect Early Plantar Thermal Abnormalities in Patients With Diabetes: Cross-Sectional Observational Study by Meshari F Alwashmi, Mustafa Alghali, AlAnoud AlMogbel, Abdullah Abdulaziz Alwabel, Abdulaziz S Alhomod, Ibrahim Almaghlouth, Mohamad-Hani Temsah, Amr Jamal

“… Abstract BackgroundDiabetic foot problems are among the most debilitating complications of diabetes mellitus. …”
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STRATEGIC COMPETENCE AS A GUARANTEE OF PROFESSIONAL ACTIVITY OF A MODERN IT SPECIALIST by Volkova Nataliia, Oliinyk Iryna, Karpova Maryna

“…Thus, s IT specialists’ shaping strategic competence allows understanding of which actions are the most important for the realization of the goal and the achievement of professional tasks. …”
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Design Optimization of Valve Assemblies in Downhole Rod Pumps to Enhance Operational Reliability in Oil Production by Seitzhan Zaurbekov, Kadyrzhan Zaurbekov, Doszhan Balgayev, Galina Boiko, Ertis Aksholakov, Roman V. Klyuev, Nikita V. Martyushev

“…Implementing this design improvement can significantly reduce maintenance intervals, improve pump reliability, and lower operating costs in mature oilfields with high water cut and solid content. …”
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Economic Analysis of Global CO₂ Emissions and Energy Consumption Based on the World Kaya Identity by Alina Yakymchuk, Simone Maxand, Anna Lewandowska

“…Considering short-term variations, population growth appears to have an insignificant effect, and carbon intensity appears most influential on CO₂ emissions. As a next step, we take a disaggregated view on different country settings, economic sectors, and energy sources to further analyze the role carbon intensity plays for increased CO₂ emissions. …”
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Developing a Smart Sensing Sock to Prevent Diabetic Foot Ulcers: Qualitative Focus Group and Interview Study by Jenny Corser, Irantzu Yoldi, Neil D Reeves, Pete Culmer, Prabhuraj D Venkatraman, Giorgio Orlando, Rory Peter Turnbull, Paul Boakes, Eric Woodin, Roger Lightup, Graham Ponton, Katherine Bradbury

“… BackgroundDiabetic foot ulcers are common and costly. Most cases are preventable, although few interventions exist to reliably support patients in performing self-care. …”
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A mini-review on gene delivery technique using nanoparticles-mediated photoporation induced by nanosecond pulsed laser by Xiaofan Du, Meng Zhao, Le Jiang, Lihui Pang, Jing Wang, Yi Lv, Cuiping Yao, Rongqian Wu

“…Compared with femtosecond laser, nanosecond laser has the advantage of high throughput and low costs. It also has a higher delivery efficiency than continuous wave laser. …”
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Understanding the burden of antibiotic resistance: a decade of carbapenem-resistant Gram-negative bacterial infections in Italian intensive care units by Giovanni Scaglione, Giovanni Scaglione, Matilde Perego, Marta Colaneri, Marta Colaneri, Camilla Genovese, Camilla Genovese, Fabio Brivio, Fabio Brivio, Alice Covizzi, Bruno Viaggi, Alessandra Bandera, Alessandra Bandera, Andrea Gori, Andrea Gori, Andrea Gori, Stefano Finazzi, Emanuele Palomba

“…Ventilator associated pneumonia (VAP) emerged as the most common HAI, with Klebsiella spp. and Pseudomonas aeruginosa predominating. …”
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Anti-Aging Efficacy of Fructosazine and Deoxyfructosazine: A Comprehensive In Vitro and In Vivo Analysis by Ao Yang, Chunyan Ma, Qiling Song, Wenhui Li, Shixuan Lv, Xiuhan Guo, Shisheng Wang, Zhigang Gao, Shuai Wang, Qingwei Meng, Yueqing Li

“…Since the skin is the most visibly aging organ in the human body, it is crucial to develop active ingredients to slow down skin aging. …”
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Culture Positivity and Antibiotic Resistance in Respiratory Intensive Care Patients: Evaluation of Readmission and Clinical Outcomes by Oral Menteş, Deniz Çelik, Murat Yildiz, Kerem Ensarioğlu, Maşide Ari, Mustafa Özgür Cırık, Abdullah Kahraman, Zehra Nur Şeşen, Savaş Gegin, Yusuf Taha Güllü

“…<b>Background:</b> Multidrug-resistant bacteria (MDRB) represent a significant challenge in intensive care units (ICUs), as they limit treatment options, prolong hospital stays, and escalate healthcare costs. Respiratory ICUs are particularly affected due to the high prevalence of chronically ill patients with recurrent infections. …”
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Comparison of Factors Affecting Quality of Life in Patients with Acute Ischemic Stroke Across Different Stroke Severities by Yuxuan Lu, Weiping Sun, Yining Huang, Zhaoxia Wang, Zhiyuan Shen, Wei Sun, Ran Liu, Fan Li, Junlong Shu, Qing Peng, Jingjing Jia, Peng Sun, Yijun Song, Haiqiang Jin, CASTOR Investigators

“…Higher hospitalization costs did not consistently improve QoL beyond a certain threshold. …”
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Characteristic Analysis of Penta-Resistance Restorer Line for Hybrid Rice by Xinyan Li, Lüshui Weng, Youlun Xiao, Jinjiang Li, Lihua Deng, Qing Liu, Weiwei Kang, Yaping Duan, Daji Yang, Guoying Xiao

“…The management of pests, diseases, and weeds with agrochemicals increases production costs and results in pesticide residues. Developing new germplasm and varieties with multiple resistances is the most economical, sustainable, and efficient way to solve these problems. …”
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Integrative phenomics, metabolomics and genomics analysis provides new insights for deciphering the genetic basis of metabolism in polished rice by Hui Feng, Yufei Li, Guoxin Dai, Zhuang Yang, Jingyan Song, Bingjie Lu, Yuan Gao, Yongqi Chen, Jiawei Shi, Luis A. J. Mur, Lejun Yu, Jie Luo, Wanneng Yang

“…Abstract Background Metabolomics is one of the most widely used omics tools for deciphering the functional networks of the metabolites for crop improvement. …”
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Beyond the Scalpel: Understanding Acute Kidney Problems after Heart Surgery by Navakanth Raju Ramayanam, Sarad Pawar Naik Bukke, Hari Babu Ramenani, Saira Patan, Niranjan Ponna, Supriya Pilliboina, , Sahanaz Pinjari, Sri Sathyavathi D, Narayana Goruntla, Tadele Mekuriya Yadesa

“…Secondly, the paper advocates approaches and approaches to controlling the risk of both eosinophilia and erythropoietin and most importantly the techniques used in fluid management. …”
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