Early prediction of sepsis associated encephalopathy in elderly ICU patients using machine learning models: a retrospective study based on the MIMIC-IV database by Yupeng Han, Xiyuan Xie, Jiapeng Qiu, Yijie Tang, Zhiwei Song, Wangyu Li, Xiaodan Wu, Xiaodan Wu

“…This study aimed to develop a predictive model for SAE in elderly ICU patients.MethodsThe data of elderly sepsis patients were extracted from the MIMIC IV database (version 3.1) and divided into training and test sets in a 7:3 ratio. …”
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Screening for Drought Tolerance Within a Common Bean (<i>Phaseolus vulgaris</i> L.) Landrace Accessions Core Collection from the Lazio Region of Italy by Enrica Alicandri, Ester Badiani, Anna Rita Paolacci, Emilio Lo Presti, Roberta Caridi, Roberto Rea, Francesco Pati, Maurizio Badiani, Mario Ciaffi, Agostino Sorgonà

“…In the present work, a subset extracted from a core collection of common beans (<i>Phaseolus vulgaris</i> L.) landrace accessions from the Lazio region in central Italy was used to identify the most suitable drought-tolerant or -susceptible genotypes. …”
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The association between waist circumference, weight-adjusted waist index, waist-to-height ratio and waist divided by height0.5 and the prevalence of cardiovascular diseases in pati... by Jinhao Liao, Linjie Wang, Lian Duan, Fengying Gong, Huijuan Zhu, Hui Pan, Hongbo Yang

“…Conclusions This study highlighted the application prospect of these four indicators in predicting cardiovascular disease ability in patients with diabetes, especially the WHtR index.…”
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Mosquito-based detection of retroviruses and arboviruses in Senegal: expanding the scope of xenosurveillance by Marie Henriette Dior Ndione, El Hadji Ndiaye, Madeleine Dieng, Babacar Diouf, Safietou Sankhé, Diawo Diallo, Mouhamed Kane, Ndeye Marie Sene, Maimouna Mbanne, Faty Amadou Sy, Seynabou Mbaye Ba Souna Diop, Serge Freddy Moukaha Doukanda, Amadou Alpha Sall, Ousmane Faye, Ndongo Dia, Scott C. Weaver, Oumar Faye, Mawlouth Diallo, Gamou Fall, Alioune Gaye, Moussa Moise Diagne

“…Blood-fed mosquitoes were pooled and subjected to RNA extraction and metagenomic sequencing using Illumina NextSeq550. …”
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Children’s Headache Through Drawings: A Narrative Review and a Portrait Gallery by Floriana Ferro, Caterina Gaspari, Giulia Manfrè, Federica Cernigliaro, Daniela D’Agnano, Ruben Panzica, Edvige Correnti, Maria Rosita Ruta, Francesca Marchese, Renata Pitino, Mariarita Capizzi, Giuseppe Santangelo, Antonella Versace, Vittorio Sciruicchio, Vincenzo Raieli

“…This is even more challenging when extracting information about the characteristics of the headache in children whose verbal expression is poorly developed or completely absent. …”
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Spatial patterns and MRI-based radiomic prediction of high peritumoral tertiary lymphoid structure density in hepatocellular carcinoma: a multicenter study by Juan Chen, Xiong Chen, Kai Fu, Lan Zhou, Shichao Long, Mengsi Li, Linhui Zhong, Aerzuguli Abudulimu, Wenguang Liu, Deng Pan, Ganmian Dai, Yigang Pei, Wenzheng Li

“…Radiomic features were extracted from intratumoral and peritumoral regions of interest and analyzed using machine learning algorithms to develop a predictive classifier. …”
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Validation of Inland Water Surface Elevation from SWOT Satellite Products: A Case Study in the Middle and Lower Reaches of the Yangtze River by Yao Zhao, Jun’e Fu, Zhiguo Pang, Wei Jiang, Pengjie Zhang, Zixuan Qi

“…Equipped with the advanced Ka-band radar interferometer (KaRIn), it significantly enhances the ability to monitor surface water and provides a new data source for obtaining large-scale water surface elevation (WSE) data at high temporal and spatial resolution. …”
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Testing Value for Cultivation and Use of Negin Pinto Bean (Phaseolus vulgaris L.) Cultivar Applying for Commercialization by Babak Darvishi, Saman Sheidaei, Mohammadreza Jazaiery Noushabadi, Mostafa Shakeri

“…ConclusionThe Negin candidate cultivar has strong potential as a new germplasm for national bean production due to its erect growth habit and ease of mechanical harvesting, early flowering and maturity, reduced water requirement (one to two times less), good marketability, and ability to produce larger seeds. AcknowledgementThis article is extracted from the research project of the Seed and Plant Certification and Registration Institute under the approved number 04-08-08-040-011096 dated 2024/06/15, which is hereby thanked and appreciated.…”
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Data stewardship and curation practices in AI-based genomics and automated microscopy image analysis for high-throughput screening studies: promoting robust and ethical AI applicat... by Asefa Adimasu Taddese, Assefa Chekole Addis, Bjorn T. Tam

“…While 36 articles extensively discussed data interoperability and sharing, AI-model explain ability and data augmentation remained underexplored, indicating significant gaps. …”
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A Systematic Review of Mesenchymal Stem Cell-Derived Extracellular Vesicles: A Potential Treatment for Glioblastoma by Edoardo Agosti, Sara Antonietti, Tamara Ius, Marco Maria Fontanella, Marco Zeppieri, Pier Paolo Panciani

“…Inclusion criteria were studies published in English involving GBM models both in vivo and in vitro and those reporting on therapeutic outcomes of MSC-EVs. Data were extracted and analyzed based on EV characteristics, mechanisms of action, and therapeutic efficacy. …”
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The Effect of Wheat Residues and Vermicompost on the Quality Characteristics of Corn (Zea mays L.) Forage and Soil Fertility by Hasanali Pooresmaeil, Mehdi Dahmradeh, Ahmad Ghanbari

“…Organic materials increase the ability to absorb nutrients and increase the quality of corn forage by increasing DMD and reducing ADF. …”
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Fine-grained point cloud classification based on hierarchical feature enhancement. Journal of Zhejiang University (Science Edition),2025,52(1):70⁃80(基于层次特征增强的细粒度点云分类)... by 白静(BAI Jing), 刘路(LIU Lu), 郑虎(ZHENG Hu), 蒋金哲(JIANG Jinzhe)

“…Aiming at the problem of insufficient local feature extraction of general point cloud classification methods in fine-grained classification tasks, we propose a point cloud-oriented 3D model classification framework, HFE-Net. …”
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Penerapan Hidden Markov Model (HMM) dan Mel-Frequency Cesptral Coefficients (MFCC) pada E-Learning Bahasa Madura untuk Anak Usia Dini by Ubaidi Ubaidi, Nindian Puspa Dewi

“…In fact, a fun learning activity is needed to help children to enhance their ability in pronouncing animals’ names, numbers, fruits and things in Bahasa Madura. …”
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Improving the Nutritional Properties and Reducing the Oil Absorption of Donut Using Saponinized Quinoa Flour by Mahtab Moradnia, Akram Arianfar, Ali Mohamadi Sani, Zahra Sheikholeslami

“…Saponins are considered anti-nutritional agents due to their hemolytic activity on red blood cells, bitterness, foaming ability, and inhibition of enzymes. Therefore, the most important step for using quinoa in food products is to remove saponin. …”
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Effectiveness of Telemedicine Interventions on Motor and Nonmotor Outcomes in Parkinson Disease: Systematic Review and Network Meta-Analysis by Jiejie Dou, Junyu Wang, Xianqi Gao, Guotuan Wang, Ying Bai, Yixin Liang, Kunyi Yang, Yong Yang, Lin Zhang

“…Outcomes assessed included total motor symptoms, quality of life, cognitive function, depressive and anxiety symptoms, fear of falling, 6-minute walk test, walking velocity, balance ability, and timed up and go. Two investigators independently performed study selection, data extraction, and risk-of-bias assessment using the Cochrane risk of bias 2 tool. …”
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Evaluating case definitions of respiratory disease in dairy calves: A scoping review by K.J. Churchill, C.B. Winder, H.M. Goetz, D. Wilson, T. Uyama, B. Pardon, D.L. Renaud

“…Parameters surrounding conducting the assessment were also extracted, for example how often it was conducted (most common: at least daily, n = 120, 33.5%) and who conducted it (most common: information not reported, n = 144, 40.2%). …”
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Decision-Making Process of Home and Social Care Professionals Using Telemonitoring of Activities of Daily Living for Risk Assessment: Embedded Mixed Methods Multiple-Case Study by Renée-Pier Filiou, Mélanie Couture, Maxime Lussier, Aline Aboujaoudé, Guy Paré, Sylvain Giroux, Hubert Kenfack Ngankam, Patricia Belchior, Carolina Bottari, Kevin Bouchard, Sébastien Gaboury, Charles Gouin-Vallerand, Faustin Armel Etindele Sosso, Nathalie Bier

“…Data analysis showed a 4-step decision-making process used by clinicians: (1) extraction of relevant telemonitoring data, (2) comparison of telemonitoring data with other sources of information, (3) risk assessment of the care recipient’s ADL performance and ability to remain at home, and (4) maintenance or modification of the intervention plan. …”
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Garlic-Derived Exosome-Like Nanovesicles: A Promising Natural Nanotherapy for Periodontitis via PHGDH/PI3K/AKT-Mediated Metabolic and Inflammatory Regulation by Yu C, Liu Y, Yu X, Liu J, Cao P, Liu G, Cai Y, Zhang Y, Luan Q

“…In vitro experiments using human gingival fibroblasts assessed GaELNs’ cellular uptake, effects on cell proliferation, migration, VEGF expression, and their ability to attenuate lipopolysaccharide-induced oxidative stress and pro-inflammatory cytokine expression. …”
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Optimized biosynthesis and performance enhancement of γ-PGA from Bacillus licheniformis: a study on wettability, microstructure, and environmental performance by Mingming Cheng, Shuoshi Zhang, Jianbo Gao, Wenqing Liu, Gang Zhou, Tao Sui, Daoquan Cheng, Cheng Wang, Xiangchuan Wang, Xiaoyan Li, Yuxi Li

“…Consequently, this study utilized response surface methodology to optimize the conditions for microbial fermentation to synthesize the biobased dust suppressant γ-PGA. The fermentation extracts of Bacillus licheniformis were analyzed by thermogravimetric analysis. …”
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Defining Health Movements and Health Needs Across the Life Course: A Qualitative Study by Alyssa Yenyi Chan, Felicia Jia Hui Chan, Lucas Jia Rong Puah, Muhammad Bin Aman Azamuddin, Priyanka Rajendram, Weng Mooi Tan, Yoek Ling Yong, Zoe Jane‐Lara Hildon

“…Future CMCs have taken up the recommendations extracted from stakeholder engagement, where components on sleep, mental health, etc., have been added. …”
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