Application of machine learning algorithms for predicting the life-long physiological effects of zinc oxide Micro/Nano particles on Carum copticum by Maryam Mazaheri-Tirani, Soleyman Dayani, Majid Iranpour Mobarakeh

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Place attachment and migration intentions of the population: An example of eight cities in Serbia by Petrović Mina, Backović Vera, Petrović Irena

“…Empirical analysis is aimed to illustrate the researched cities potential to keep their population by investigating their place attachment (emotional and functional) and the way they perceive their city, in relation to their intention to migrate. …”
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Towards developing new private sector maternity care models in South Africa: results from a deliberative stakeholder dialogue by Tanya Doherty, Sue Fawcus, Vishal Brijlal, Geetesh Solanki

“…Improving equity and outcomes requires leveraging private sector resources, but only if quality issues are addressed. …”
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Exploring causal relationships between brain imaging-derived phenotypes and ovarian cancer risk: a bidirectional Mendelian randomization by Ting Liu, Xiaoqian Tuo, Huifang Zhao, Yan Wang, Yu Jiang, Jiaojiao Lu

“…We selected single nucleotide polymorphisms (SNPs) as instrumental variables based on rigorous criteria. …”
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Risk factors for fear of falling in stroke patients: a systematic review and meta-analysis by Li Ma, Qi Xie, Juhong Pei, Ling Gou, Yabin Zhang, Juanping Zhong, Yujie Su, Xinglei Wang, Xinman Dou

“…Therefore, we systematically reviewed the literature on risk factors for FoF in patients with stroke.Design A systematic review and meta-analysisData sources PubMed, Embase, Cochrane Library database, Web of Science, CINAHL, PsycINFO, Grey literature and other relevant databases for related publications were searched (from inception to 17 July 2021).Results Eight studies involving 1597 participants were selected to analyse risk factors for patients with stroke with FoF. …”
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Creation of Souvenir Products as a Means of Promotion of Historical and Cultural Heritage of the City by Uliana P. Efremova, Olga A. Tsesevichene, Anastasia A. Seldusheva

“…The methodological basis of the project was theoretical research methods, such as: analysis used to identify and clarify the target audience of the project, and select similar examples, as well as the souvenir market to highlight competitive advantages; synthesis - to identify optimal design solutions and formulate conclusions; comparison - to work with information sources when determining the functionality of the souvenir and its application. …”
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Effect of discontinuing antipsychotic medications on the risk of hospitalization in long-term care: a machine learning-based analysis by Mikko Nuutinen, Riikka-Leena Leskelä, Daniela Fialova, Ira Haavisto, Harriet Finne-Soveri, Jokke Häsä, Johanna Edgren, Hein van Hout, Daniel E. da Cunha Leme, John P. Hirdes, Graziano Onder, Rosa Liperoti

“…The use of restraints, age, and functional impairment were relevant variables in all ITE models in influencing the predicted ITE. …”
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Klebsiella pneumoniae under xylose pressure: the growth adaptation, antimicrobial susceptibility, global proteomics analysis and role of XylA and XylB proteins by Ruolan Yi, Jiaoyang Zheng, Zhichao Xu, Jiayan Wu, Fangfang Liu, Jinxin Zheng, Duoyun Li, Shiqing Han, Zhijian Yu

“…Additionally, while the growth adaptation of K2044−8Xyl−60G under xylose pressure was confirmed, no amino acid mutations were detected in the functional proteins of this xylose-induced isolate, suggesting that persistent xylose pressure does not cause nonsense mutations in the bacterial genome. …”
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Prediction and Mapping of Soil Total Nitrogen Using GF-5 Image Based on Machine Learning Optimization Modeling by LIU Liqi, WEI Guangyuan, ZHOU Ping

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Targeting hyperlipidemia: A polarity-driven ternary extraction of Apium graveolens bioactives—A coupled in-vivo, in-vitro and in-silico investigation by Nargis Sultana Chowdhury, Tasnuva Sharmin Zaman, Rifah Noor Chowdhury, Md Abdur Rahman, Sheikh Rakibul Alam, Romana Akter, Md. Nazmus Samdani, Syeda Sadia Afrin, Md. Rafat Tahsin, Fahima Aktar, Ishrat Jahan, Nasiba Binte Bahar, Salehuddin Ayubee, Umme Habiba Ria, Md Zakir Sultan, Mohammad Borhan Uddin, Jakir Ahmed Chowdhury, Md. Selim Reza, Abu Asad Chowdhury, Shaila Kabir, Md. Shah Amran

“…The findings of the in-silico studies revealed that the 3 top performing compounds (i.e. apiumoside, apiin and graveobioside B) showed high binding affinity to selected anti hyperlipidemic targets HMG CoA reductase and peroxisome proliferator-activated receptor-Alpha (PPAR-Alpha) with a very stable condition in the molecular dynamic simulation against the selected targets. …”
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Novel Insights and Genomic Characterization of Coral-Associated Microorganisms from Maldives Displaying Antimicrobial, Antioxidant, and UV-Protectant Activities by Fortunato Palma Esposito, Andrea López-Mobilia, Michael Tangherlini, Vincenza Casella, Alessandro Coppola, Giulia Varola, Laura Vitale, Gerardo Della Sala, Pietro Tedesco, Simone Montano, Davide Seveso, Paolo Galli, Daniela Coppola, Donatella de Pascale, Christian Galasso

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The anti-aging potential of antihypertensive peptides of Pariset, a dataset of algal peptides by Isaac Karimi, Parisa Olfati, Layth Jasim Mohammed, Jawad Kadhim Tarrad, Ahmed M. Amshawee, Maryam A. Hussain, Helgi B. Schiöth

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Joint analysis of single-cell RNA sequencing and bulk transcriptome reveals the heterogeneity of the urea cycle of astrocytes in glioblastoma by Minfeng Tong, Qi Tu, Lude Wang, Huahui Chen, Xing Wan, Zhijian Xu

“…We verified the effect of the marker gene on the function of GB cells at the cellular level. Results: The analysis of scRNA-seq data yielded 7 core cell types. …”
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Effects of exercise with music in frail older adults: a systematic review and meta-analysis by NamHee Kim, Gwang Suk Kim, Min Kyung Park, Layoung Kim, Jae Jun Lee, Seungbum Yang

“…This study evaluated the impact of exercise with music on the physical and emotional health of frail, community-dwelling older adults.Design A systematic review and meta-analysis were conducted in accordance with the Preferred Reporting Items for Systematic Review and Meta-Analysis guidelines.Data sources MEDLINE, Cumulative Index to Nursing and Allied Health Literature, Embase, Cochrane Library, PsycINFO, Google Scholar and the Virginia Henderson International Nursing Library were last searched on 14 March 2025.Eligibility criteria for selecting studies We included randomised controlled trials (RCTs) and non-RCTs that applied exercise with music to community-dwelling frail older adults.Data extraction and synthesis Five independent reviewers used standardised methods to search, screen and code included studies. …”
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Computational Phenotyping of Obstructive Airway Diseases: A Systematic Review by Bashir MBA, Milani GP, De Cosmi V, Mazzocchi A, Zhang G, Basna R, Hedman L, Lindberg A, Ekerljung L, Axelsson M, Vanfleteren LEGW, Rönmark E, Backman H, Kankaanranta H, Nwaru BI

“…COPD phenotypes involved lung function, emphysematous changes, smoking, comorbidities, and daily life impairment. …”
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Pulmonary complications in children and adolescents after allogeneic hematopoietic stem cell transplantation by A. S. Frolova, A. G. Volkova, O. V. Paina, P. V. Kozhokar, K. A. Ekushov, Zh. Z. Rakhmanova, L. A. Cvetkova, E. D. Dobrovolskaya, B. I. Smirnov, E. A. Kulagin, T. A. Bykova, E. V. Semenova, L. S. Zubarovskaya

“…All the patients underwent chest computed tomography (CT). When detecting CT changes, we performed fibrobronchoscopy (FBS) with microbiological examination of bronchoalveolar lavage (BAL).Results. …”
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Biomechanical Changes to the Ankle After Zadek Osteotomy by Nicholas Bellas MD, Raghunandan Nayak BS, Mehreen Pasha BS, Megan R. Wolf MD, Elifho Obopilwe MS, Thomas McDonald MD, Lauren E. Geaney MD

“…Category: Hindfoot; Sports Introduction/Purpose: Insertional Achilles tendinopathy is a common source of heel pain in active adults and athletes. …”
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Acoustic Features for Identifying Suicide Risk in Crisis Hotline Callers: Machine Learning Approach by Zhengyuan Su, Huadong Jiang, Ying Yang, Xiangqing Hou, Yanli Su, Li Yang

“…Basic acoustic features (eg, Mel Frequency Cepstral Coefficients, formant frequencies, jitter, shimmer) and high-level statistical function (HSF) features (using OpenSMILE [Open-Source Speech and Music Interpretation by Large-Space Extraction] with the ComParE 2016 configuration) were extracted. …”
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Estimating the mass of tephra accumulated on roads to best manage the impact of volcanic eruptions: the example of Mt Etna, Italy by L. Mereu, L. Mereu, M. Stocchi, M. Stocchi, A. Garcia, M. Prestifilippo, L. Sandri, C. Bonadonna, S. Scollo

“…First, we analysed a sequence of 39 short-lasting and intense lava fountains detected by the X-band weather radar, applying a volcanic ash radar retrieval approach that permits us to compute the main eruption source parameters (ESPs), such MER, <span class="inline-formula"><i>H</i>_TP</span>, and GSD. …”
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PA-Win2: In Silico-Based Discovery of a Novel Peptide with Dual Antibacterial and Anti-Biofilm Activity by Jin Wook Oh, Min Kyoung Shin, Hye-Ran Park, Sejun Kim, Byungjo Lee, Jung Sun Yoo, Won-Jae Chi, Jung-Suk Sung

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