Advancements and outlooks in utilizing Convolutional Neural Networks for plant disease severity assessment: A comprehensive review by Douglas Leite, Alisson Brito, Gregorio Faccioli

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Assessing the Fidelity and Utility of Water Systems Data Using Generative Adversarial Networks: A Technical Review by Md Nazmul Kabir Sikder, Yingjie Wang, Feras A. Batarseh

“…This review paper addresses this limitation by utilizing Generative Adversarial Networks (GANs) to generate realistic synthetic datasets, overcoming data scarcity and privacy concerns in WDSs. …”
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Major ion chemistry and suitability of groundwater resources for different utilizations in mica mining areas, Jharkhand, India by Soma Giri, Ashwani Kumar Tiwari, Mukesh Kumar Mahato, Abhay Kumar Singh

“…The study also highlights the need for sustainable water management practices and regular monitoring of groundwater quality to mitigate the anthropogenic impacts on groundwater resources.…”
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Design and Testing of a Small-Scale Composting Facility for Sheep Manure Utilizing Aeration and Thermal Treatment by Jian Wang, Kailin Ren, Longfei Zhang

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Analysis on the decoupling of China’s economic development and water resource utilization under the rigid constraint of water resources by Chuanjian Li, Siyu Qian, Jianxu Liu, Yameng Wang

“…In addition, the ecological footprint of both agricultural and industrial water use continues to grow, highlighting the urgent need to improve water resource utilization efficiency. (3) An analysis based on the decoupling catch-up index model shows that most less-developed cities have been unable to achieve a win–win situation in their pursuit of economic growth and improvements in water resource utilization efficiency. …”
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Utilizing machine learning algorithms for predicting Anxiety-Depression Comorbidity Syndrome in Gastroenterology Inpatients (ADCS-GI) by Min Tan, Jinjin Zhao, Yushun Tao, Uroosa Sehar, Yan Yan, Qian Zou, Qing Liu, Long Xu, Zeyang Xia, Lijuan Feng, Jing Xiong

“…Abstract Background Accurately diagnosing Anxiety-Depression Comorbidity Syndrome in Gastroenterology Inpatients (ADCS-GI) shows significant challenges as traditional diagnostic methods fail to meet expectations due to patient hesitance and non-psychiatric healthcare professionals’ limitations. Therefore, the need for objective diagnostics highlights the potential of machine learning in identifying and treating ADCS-GI. …”
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Chemical-Free Rapid Lysis of Blood Cells in a Microfluidic Device Utilizing Ion Concentration Polarization by Suhyeon Kim, Seungbin Yoon, Hyoryung Nam, Hyeonsu Woo, Woonjae Choi, Geon Hwee Kim, Geunbae Lim

“…This approach eliminates the need for high-voltage circuits or chemical reagents, offering a simple yet effective method for blood cell lysis. …”
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Prevalence and Determinants of Household Access to Improved Latrine Utilization in Somalia: Health Demographic Survey (SHDS) 2020 by Hassan Abdi Ahmed, Dahir Abdi Ali

“…The finding implies a need to increase household’s access to latrine facilities and improve latrine utilization, particularly for rural households in the country.…”
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Treatment utilization among people with drug use disorders in prison: a national longitudinal cohort study by Nicoline Toresen Lokdam, Marianne Riksheim Stavseth, Ingeborg Skjaervø, Anne Bukten

“…The aim of this study was to estimate treatment coverage among a sample of people with harmful and likely drug dependence before entering prison and to investigate the factors associated with treatment utilization. Methods This was a longitudinal cohort study using baseline survey data linked to registry data on imprisonment and treatment utilization. …”
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The Influence of Psyllium Husk Utilized as a Carbohydrate Substitute on Textural Characteristics of Chicken Sausage and Consumer Preference by Tulay Elal Mus, Tulay Ozcan, Hakan Ustuner, Figen Cetinkaya, Tugçe Necla Selvi, Gokce Keser, Nursen Senturk

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Cost-utility of aripiprazole once-monthly versus paliperidone palmitate once-monthly injectable for schizophrenia in China. by Yiping An, Gang Fang, Zhipeng Pi, Yumeng Zhang, Wei Li, Jinxi Ding

“…Healthcare decision makers or clinical users need to balance innovation incentives and accessibility.…”
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Utilizing the Assets Acquired from Illegal Conducts A Study of Fiqh Maqâshid of Yûsuf al-Qaradlâwî by Busyro Busyro

“…(An asset is the basic need of every human being, but in Islam, it should be acquired through proper ways according to the rules. …”
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Antimicrobial Agent Utilization Pattern among Footballers in Eastern India: Classifying Using Access, Watch, and Reserve by Shambo S Samajdar, Shatavisa Mukherjee, Santi R Dasgupta, Parbati Panda, Santanu Tripathi

“…Application of knowledge and principles of AWaRe classification thus need to be followed strictly by practitioners.…”
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Utilization of the mid-infrared spectroscopy in a county-scale soil survey: The case of Pest County, Hungary by Mohammed Ahmed MohammedZein, Brian Rotich, Elsadig Omer, Nada Eldawwy, Adam Csorba

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Healthcare access barriers and utilization among the Arab Bedouin population in Israel: a cross-sectional study by Haneen Shibli, Paula Feder-Bubis, Nihaya Daoud, Limor Aharonson-Daniel

“…Bedouin’s healthcare service utilization is shaped by its sociocultural and environmental characteristics. …”
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Drug Utilization of Rifaximin-α in Patients with Hepatic Encephalopathy: Evidence from Real Clinical Practice in Italy by Valentina Perrone, Marcello Usala, Chiara Veronesi, Maria Cappuccilli, Luca Degli Esposti

“…<i>Background and Objectives</i>: This analysis described rifaximin utilization in Italian patients with hepatic encephalopathy (HE). …”
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Association between antepartum depressive symptoms and prenatal care utilization and milestones: a retrospective cohort study by Minyoung Jang, Malini Ramaiyer, Sarah Olson, Kristin Voegtline, Cybill Esguerra

“…Abstract Background To evaluate the relationship between antepartum depressive symptoms and prenatal care utilization and completion of prenatal care milestones, namely, routine screening tests and vaccinations in pregnancy. …”
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Off the grid: utilizing OpenStreetMap for early warning and early action in conflict settings in Sudan by Cornelia Scholz, Catalina Jaime, Catalina Jaime, Emmanuel Raju, Emmanuel Raju, Erin Coughlan De Perez, Erin Coughlan De Perez, Maarten van Aalst, Maarten van Aalst, Maarten van Aalst

“…These mapping projects aim to address the heightened humanitarian needs driven by the conflict and to assist vulnerable populations impacted by violence. …”
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Distribution and determinants of the utilization of senior residential care homes in Saudi Arabia: a cross-sectional study by Saad M. Bindawas, Vishal Vennu, Maha Almarwani, Walid Alkeridy, Walid Alkeridy, Walid Alkeridy

“…Multivariable logistic regression indicated that being in the age group 75–84 years (odds ratio [OR] = 1.62, 95% confidence interval [CI] = 1.02–1.81, p &lt; 0.001), 85 years and above (OR = 2.63, 95% CI = 1.28–3.11, p &lt; 0.001), and being single (OR = 2.43, 95% CI = 1.14–5.13, p = 0.019) were significant predictors of old age and functional dependency.ConclusionThe study highlights regional and socio-demographic variations in senior residential care home service utilization in Saudi Arabia, emphasizing the need for targeted interventions and policies aligned with Saudi Arabia’s Vision 2030 to enhance service accessibility and effectiveness for the aging population.…”
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“Diagnostic pathways in femoroacetabular impingement, patterns of clinical visits, and MRI utilization before hip arthroscopy in Türkiye” by Saygin Kamaci, Barlas Goker, Izzet Bingol, Ulas Can Kolac, Niyazi Erdem Yasar, Ali Aykut Fidanci, Naim Ata, M. Mahir Ulgu, Suayip Birinci, Asim Kayaalp, Tahsin Beyzadeoglu, Bulent Atilla, Baris Kocaoglu

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