Convolutional neural networks for sea surface data assimilation in operational ocean models: test case in the Gulf of Mexico by O. Zavala-Romero, O. Zavala-Romero, A. Bozec, E. P. Chassignet, J. R. Miranda, J. R. Miranda

“…Recent advancements in ocean sciences, particularly in data assimilation (DA), suggest that machine learning can emulate dynamical models, replace traditional DA steps to expedite processes, or serve as hybrid surrogate models to enhance forecasts. …”
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Phytochemical Analysis, Antioxidant Activity, Antimicrobial Activity, and Cytotoxicity of Chaptalia nutans Leaves by Letiele Bruck de Souza, Amanda Leitão Gindri, Thainara de Andrade Fortes, Thais Felli Kubiça, Jefferson Enderle, Rafael Roehrs, Sidnei Moura e Silva, Vanusa Manfredini, Elton Luís Gasparotto Denardin

“…(family: Asteraceae) is widely used in traditional medicine as laxative and anticough medications and especially in the traumatisms, wounds, and hemorrhages in topical preparations. …”
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Effectiveness of the Modified WHO Labour Care Guide to Detect Prolonged and Obstructed Labour Among Women Admitted at Eight Publicly Funded, Midwife-Led Community Health Facilities... by Mugyenyi GR, Tumuhimbise W, Atukunda EC, Tibaijuka L, Ngonzi J, Kayondo M, Kanyesigye M, Musimenta A, Yarine FT, Byamugisha JK

“…Godfrey R Mugyenyi,1,2 Wilson Tumuhimbise,3 Esther C Atukunda,2,4 Leevan Tibaijuka,1 Joseph Ngonzi,1 Musa Kayondo,1 Micheal Kanyesigye,2 Angella Musimenta,3 Fajardo T Yarine,1 Josaphat K Byamugisha5 1Obstetrics and Gynaecology Department, Mbarara University of Science and Technology, Mbarara, Uganda; 2Support Mom’s Project, Mbarara University of Science and Technology, Mbarara, Uganda; 3Computing and Informatics Department, Mbarara University of Science and Technology, Mbarara, Uganda; 4Pharmacy department, Mbarara University of Science and Technology, Mbarara, Uganda; 5Obstetrics and Gynaecology department, Makerere University College of Health Sciences, Kampala, UgandaCorrespondence: Godfrey R Mugyenyi, Email gmugyenyi@must.ac.ugBackground: Obstructed labour, a sequel of prolonged labour, remains a significant contributor to maternal and perinatal deaths in low resource settings.Objective: We evaluated the modified WHO labour care guide (LCG) in detecting prolonged/obstructed labour compared to the traditional partograph at publicly funded maternity centers in Southwestern Uganda.Methods: LCG was deployed to monitor labour by trained health care providers in 2023. …”
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Modeling Portfolio Optimization based on behavioral Preferences and Investor’s Memory by vahideh mousavi kakhki, Sanaz Khatabi

“…The literature on portfolio optimization is vast and diverse, encompassing various approaches and methodologies. Traditional optimization models, such as Markowitz's Mean-Variance model, aim to maximize expected returns while minimizing risk. …”
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Development and Validation of a Cost-Effective Machine Learning Model for Screening Potential Rheumatoid Arthritis in Primary Healthcare Clinics by Wu W, Hu X, Yan L, Li Z, Li B, Chen X, Lin Z, Zeng H, Li C, Mo Y, Wu Y, Wang Q

“…Wenqi Wu,1,2,* Xiaohao Hu,1,2,* Linyang Yan,3,* Zhiyin Li,4 Bo Li,5 Xinpeng Chen,6 Zexun Lin,7 Huiqiong Zeng,8 Chun Li,9 Yingqian Mo,10 Yalin Wu,3 Qingwen Wang1,2 1Department of Rheumatology and Immunology, Peking University Shenzhen Hospital, Shenzhen, People’s Republic of China; 2Shenzhen Key Laboratory of Inflammatory and Immunology Diseases, Shenzhen, People’s Republic of China; 3Department of Ultrasound, Institute of Ultrasonic Medicine, Peking University Shenzhen Hospital, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, People’s Republic of China; 4Department of Information Systems, City University of Hong Kong, Hong Kong, People’s Republic of China; 5Department of Rheumatology and Immunology, People’s Hospital of Longhua District, Shenzhen, People’s Republic of China; 6Department of Rheumatology and Immunology, Shenzhen Futian Hospital for Rheumatic Diseases, Shenzhen, People’s Republic of China; 7Shenzhen Nanshan Medical Group HQ Taohuayuan Community Health Service Center, Shenzhen, People’s Republic of China; 8Traditional Chinese Medicine Department of Rheumatism, Women & Children Health Institute, Shenzhen, People’s Republic of China; 9Department of Rheumatology and Immunology, Peking University People’s Hospital, Beijing, People’s Republic of China; 10Department of Rheumatology and Immunology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, People’s Republic of China*These authors contributed equally to this workCorrespondence: Yalin Wu; Qingwen Wang, Email yalinwu@jj.ac.kr; wangqingwen@pkuszh.comObjective: In primary healthcare, diagnosing rheumatoid arthritis (RA) is challenging due to a general lack of in-depth knowledge of RA by general practitioners (GPs) and the lack of effective tools, leading to high rates of missed diagnosis. …”
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Optimization of the Screw Conveyor Device Based on a GA-BP Neural Network by Qiang Guo, Yunpeng Zhuang, Houzhuo Xu, Wei Li, Haitao Li, Zhidong Wu

“…The optimization results of the traditional BP (Back Propagation) and GA—BP were compared. …”
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CO2 field-flooding devices offer potential value for cardiopulmonary bypass procedures for CHD performed via a right-side small incision approach by Zhangke Guo, Zhimin Li, Song Bai, Feng Tong, Jia Zheng, Nan Ding, Xiaofeng Li

“…Methods Between April 2022 and December 2023, 234 children with simple CHD who underwent CPB via a right-side small incision approach were separated into a control group (n = 93) without the use of a CO2 field-flooding device and a treatment group (n = 141) in which this device was added to the traditional surgical manual exhaust. Demographic, perioperative, arterial blood gas (ABG), and laboratory test data were then compared between these groups of patients. …”
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Botulinum Toxin Injection with Conjunctival Microincision for the Treatment of Acute Acquired Comitant Esotropia and Its Effectiveness by Hongjia Xu, Weifeng Sun, Shuying Dai, Yanyan Cheng, Jing Zhao, Yuan Liu, Juan Wang, Ya’nan Wang, Yu Gao, Huifang Han, Aijun Han

“…Conjunctival microincision injection of botulinum toxin is a practical and safe method for beginners to locate an extraocular muscle, which is as effective as the traditional methods. Botulinum toxin injection can be preferred as the first-line treatment for AACE patients with potential binocular vision.…”
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Therapeutic Potential of <i>Cajanus cajan</i> (L.) <i>Millsp</i>. Leaf Extract in Modulating Gut Microbiota and Immune Response for the Treatment of Inflammatory Bowel Disease by Mingzhang Lin, Linghua Piao, Zhendong Zhao, Li Liao, Dayong Wang, Haiwen Zhang, Xiande Liu

“…<i>Cajanus cajan</i> (L.) <i>Millsp.</i>, traditionally used in Chinese herbal medicine for gastrointestinal issues such as bleeding and dysentery, has garnered attention for its potential therapeutic benefits. …”
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A pharmacoinformatic approach for studying Atractylodes Lancea DC’s anticancer potential and control ROS-mediated apoptosis against prostate cancer cells by Chi-Hoon Ahn, Ji Soo Myong, Kazi Rejvee Ahmed, Md Ataur Rahman, Md. Maharub Hossain Fahim, Min Choi, Muntajin Rahman, Jinwon Choi, Kiryang Kim, Seungjoon Moon, Seungjoon Moon, Mohammed Dalli, Mohammed Dalli, Rony Abdi Syahputra, Sang-Won Shin, Abdel Halim Harrath, Moon Nyeo Park, Bonglee Kim, Hwa-Seung Yoo

“…(ALD), a medicinal herb commonly used in traditional Asian medicine, is highly regarded for its antioxidant, antidiabetic, and anticancer properties. …”
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Assessment of platelet-to-white blood cell ratio on short-term mortality events in patients hospitalized with acute decompensated heart failure: evidence from a cohort study from J... by Xin Huang, Xin Huang, Xin Huang, Xin Huang, Maobin Kuang, Maobin Kuang, Maobin Kuang, Maobin Kuang, Jiajun Qiu, Jiajun Qiu, Jiajun Qiu, Jiajun Qiu, Chao Wang, Chao Wang, Chao Wang, Chao Wang, Guotai Sheng, Guotai Sheng, Yang Zou, Guobo Xie

“…Additionally, the results of receiver operating characteristic curve analysis indicated that PWR had high predictive accuracy for mortality events within 30 days of hospitalization in ADHF patients and is significantly better than the traditional HF marker N-Terminal Pro-Brain Natriuretic Peptide (AUC: NT-proBNP 0.69, PWR 0.76; Delong test P &lt; 0.05). …”
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Evaluation of microRNAs as liquid biopsy markers in adrenocortical tumors by Chrysoula Mytareli, Vassiliki Kalotychou, Alexandros Lafioniatis, Gregory Kaltsas, George N. Zografos, Athina Markou, Labrini Papanastasiou, Athanasios Fountas, Dimitra Argyro Vasilliadi, Evanthia Kassi, Evanthia Kassi, Marina Mantzourani, Anna Angelousi

“…Additionally, circulating miR-22-3p levels exhibited a significant correlation with traditional diagnostic tests for hypercortisolism.ConclusionThis study supports the potential of a liquid biopsy approach as an innovative method for diagnosing and monitoring patients with ATs, offering a complementary tool to existing diagnostic methods.…”
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Efficacy of an avocado-based Mediterranean diet on serum lipids for secondary prevention after ischemic stroke: a randomized phase 2 controlled pilot trial by Verónica V. Olavarría, Paola R. Campodónico, Valeska Vollrath, Paula von Geldern, Carolina Velásquez, Patricia Pavez, Barbara Valente, Pamela Donoso, Alexandra Ginesta, Gabriel Cavada, Enrico Mazzon, Víctor Navia, Matías Guzmán, Pablo Brinck, Andrés Gallardo, Pablo Gonzalez, Pablo M. Lavados

“…Avocados also reduce metabolic syndrome and LDL-C levels but are not part of the traditional MeDi diet. The effects of an avocado-based Mediterranean diet on LDL-C were investigated and compared to those of a low-fat diet in patients with previous IS. …”
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Clinicopathological and molecular characterization of astrocytoma by Xiaoyan Wu, Wenfeng Peng, Xu Zhang, Tao Tang, Ling Deng, Yuxia Xu, Xiaoyun Liu, Fang Wang, Wujian Peng, Jianrong Huang, Xiaoni Zhong

“…These tumors showed a growth pattern similar to traditional intracranial astroblastoma, and the histological manifestations of the four patients were all high-grade, showing features of high-density areas of tumor cells or necrosis. …”
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Histopathologic Progression and Metastatic Relapse Outcomes in Small Cell Neuroendocrine Carcinomas of the Urinary Tract by Mohammad Jad Moussa, Georges C. Tabet, Arlene O. Siefker‐Radtke, Lianchun Xiao, Nathaniel R. Wilson, Jianjun Gao, Christopher J. Logothetis, Petros Grivas, Byron Lee, Amishi Y. Shah, Pavlos Msaouel, Roger Li, Leticia Campos Clemente, Jianping Zhao, Nizar M. Tannir, Ashish M. Kamat, Donna E. Hansel, Charles C. Guo, Matthew T. Campbell, Omar Alhalabi

“…The incidence of brain metastasis is notably higher than in “traditional” urothelial cancer within the first year after surgery, especially if small cell cancer persists, thus necessitating close neurological monitoring during this period.…”
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The protective effects of Levilactobacillus brevis FZU0713 on lipid metabolism and intestinal microbiota in hyperlipidemic rats by Xiaoyun Fan, Qing Zhang, Weiling Guo, Qi Wu, Jinpeng Hu, Wenjian Cheng, Xucong Lü, Pingfan Rao, Li Ni, Youting Chen, Lijiao Chen

“…Levilactobacillus brevis FZU0713, a potential probiotic previously isolated from the traditional brewing process of Hongqu rice wine, may have the beneficial effects on improving lipid metabolism. …”
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Transfer of aflatoxin M1 and sterigmatocystin from buffalo milk to soft cheeses by Maurizio Cossu, Andrea Sanna, Giannina Chessa, Stefano Sdogati, Ivan Pecorelli, Ilaria Di Marco Pisciottano, Sara Lambiase, Pasquale Gallo, Stefania Massafra, Elena Torres, Marilena Gili, Giovanni Lo Cascio, Antonio Vella, Roberto Condoleo, Bruno Neri, Guglielmo Militello, Gilberto Giangolini, Carlo Boselli

“…Bulk milk samples were immediately collected to conduct eight experimental mini-cheese-making procedures, following the traditional production method of mozzarella and ricotta. …”
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Designing a Forecasting Model and Evaluating the Strategic Cooperation between the Banking System and Fintech Startups using the Adaptive Neural Fuzzy Inference System (ANFIS) by Arash Onsori, Abbas Khamseh, Taghi Torabi, Hamid Reza Yazdani

“…In response, this study delves into the strategic cooperation between traditional banks and fintech startups, recognizing that these entities must leverage each other's strengths, share resources, and attain common objectives (Jia et al., 2023).Collaboration between banks and fintech startups unlocks numerous benefits, enhancing growth and innovation within the financial ecosystem. …”
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Mixture density networks for re-constructing historical ocean-color products over inland and coastal waters: demonstration and validation by Sundarabalan V. Balasubramanian, Ryan E. O’Shea, Ryan E. O’Shea, Arun M. Saranathan, Arun M. Saranathan, Christopher C. Begeman, Christopher C. Begeman, Daniela Gurlin, Caren Binding, Claudia Giardino, Michelle C. Tomlinson, Krista Alikas, Kersti Kangro, Moritz K. Lehmann, Moritz K. Lehmann, Lisa Reed

“…Ocean color remote sensing tracks water quality globally, but multispectral ocean color sensors often struggle with complex coastal and inland waters. Traditional models have difficulty capturing detailed relationships between remote sensing reflectance (Rrs), biogeochemical properties (BPs), and inherent optical properties (IOPs) in these complex water bodies. …”
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Targeting NANOS1 in triple-negative breast cancer: synergistic effects of digoxin and PD-1 inhibitors in modulating the tumor immune microenvironment by Tangyi Wang, Yadian Lei, Jingwei Sun, Li Wang, Yuxin Lin, Zhijing Wu, Shoude Zhang, Chengzhu Cao, Chengzhu Cao, Chengzhu Cao, Haiyan Wang, Haiyan Wang, Haiyan Wang

“…Taraxacum officinale, commonly known as dandelion, has traditionally been used to treat breast-related diseases and is recognized for its beneficial composition and low side effects. …”
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