Method and Spatiotemporal Analysis for Impervious Surface Extraction Based on an Improved DeepLabV3+ Model by Xueyi Wang, Bowen Fan, Yanguo Fan, Ran Xu, Guangyue Feng, Qingchun Guan

“…The model incorporates the cross-shaped window transformer architecture to enable the exchange of information and integration of global features across different scales, enhancing the model's performance in complex scenarios. …”
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Domain-Knowledge-Guided Multisource Fusion Network for Small Water Bodies Mapping Using PlanetScope Multispectral and Google Earth RGB Images by Pu Zhou, Xiaodong Li, Yihang Zhang, Yalan Wang, Yuyang Li, Xiang Li, Chi Zhou, Laiyin Shen, Yun Du

“…This article proposes a novel domain-knowledge-guided multisource fusion network (DKFNet), which fuses PlanetScope with Google Earth images to map SWBs at 1-m resolution while integrating the complementary information from each data. …”
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AozC, a zn(II)2Cys6 transcription factor, negatively regulates salt tolerance in Aspergillus oryzae by controlling fatty acid biosynthesis by Wenbin Yu, Zeying Zhao, Yufei Zhang, Yayi Tu, Bin He

“…Moreover, the overexpression of AozC led to a downregulation of the FAD2 gene, a pivotal enzyme in the biosynthesis of unsaturated fatty acids (UFAs), which are essential for preserving cell membrane fluidity and integrity under saline conditions. Transcriptome profiling further exposed the influence of AozC on the regulation of UFA biosynthesis and the modulation of critical stress response pathways. …”
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Aging Alters Olfactory Bulb Network Oscillations and Connectivity: Relevance for Aging-Related Neurodegeneration Studies by A. Ahnaou, D. Rodriguez-Manrique, S. Embrechts, R. Biermans, N. V. Manyakov, S. A. Youssef, W. H. I. M. Drinkenburg

“…Using an aged wild-type C57B/6 mouse model, we sought to define the effects of aging on hippocampal plasticity and the integrity of cortical circuits. Specifically, we measured the long-term potentiation of high-frequency stimulation (HFS-LTP) at the Shaffer-Collateral CA1 pyramidal synapses. …”
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General practitioner-centered rural obesity management: Design, protocol and baseline data of the German HAPpEN pragmatic trial by Marika Haderer, Reiner Hofmann, Tina Bartelmeß, Laura König, Constanze Betz, Mirna Al Masri, Alisa Bader, Natascha von Schau

“…Methods: HAPpEN is a 12-month, pragmatic single-arm, multicenter trial, informed by a formative survey, and initiated in April 2023 with 98 obese participants (body mass index, BMI ≥ 30 kg/m2) in Kulmbach, Germany. The program integrates nutritional counseling, physical activity, and behavior change techniques, including smartphone-based self-monitoring. …”
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Combination model for freshness prediction of pork using VIS/NIR hyperspectral imaging with chemometrics by Minwoo Choi, Hye-Jin Kim, Azfar Ismail, Hyun-Jun Kim, Heesang Hong, Ghiseok Kim, Cheorun Jo

“…Objective This study aimed to develop an enhanced model for predicting pork freshness by integrating hyperspectral imaging (HSI) and chemometric analysis Methods A total of 30 Longissimus thoracis samples from three sows were stored under vacuum conditions at 4°C±2°C for 27 days to acquire data. …”
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Evaluating Community Engagement Strategies to Manage Stigma in Two African Genomics Studies Involving People Living with Schizophrenia or Rheumatic Heart Disease by Megan M. Campbell, Olivia P. Matshabane, Sibonile Mqulwana, Michael Mndini, Mohamed Nagdee, Dan J. Stein, Jantina De Vries

“…Three important learnings emerged from these evaluations: firstly, integration of evaluation strategies at the research study planning phase is likely to promote more effective community engagement. …”
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Holistic health and social care outreach for people experiencing homelessness with recent non-fatal overdose in Glasgow, Scotland: the Pharmacist and third sector Homeless charity... by Vibhu Paudyal, Nicola Greenlaw, Frances S Mair, Kate Stock, Andrew McPherson, Andrea E Williamson, Richard Lowrie, Donogh Maguire, Steven Ross, James Roy Robertson, Alison Boyle, Clare Duncan, Rebecca Blair, Cian Lombard, Fiona Hughes, Jane Moir, Ailsa Scott, Frank Reilly, Laura Sills, Jennifer Hislop, Stephen Wishart, David Brannan, Rebekah Ramage

“…Objectives To examine randomised controlled trial (RCT) progression criteria including emergency department (ED) attendance and non-fatal overdose, from a holistic, integrated health and social care outreach intervention (PHOENIx), for people experiencing homelessness with recent non-fatal street drug overdose.Design Pilot RCT. 1:1 randomisation to PHOENIx plus usual care (UC) or UC.Setting Glasgow, Scotland.Participants 128 adults experiencing homelessness with at least one non-fatal street drug overdose in the preceding 6 months.Interventions Pharmacists from the National Health Service and third sector homelessness workers offered weekly outreach. …”
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A DFT Analysis on Antioxidant and Antiradical Activities from Anthraquinones Isolated from the Cameroonian Flora by Judith Caroline Ngo Nyobe, Laurent Gael Eyia Andiga, Désiré Bikele Mama, Baruch Ateba Amana, Joseph Zobo Mfomo, Toze Flavien Aristide Alfred, Jean Claude Ndom

“…The classification of the antiradical profile to integrate the electrodonating power (ω−), electroaccepting power (ω+), donor index (Rd) and acceptor index (Ra) has been performed using the donor-acceptor map (DAM). …”
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The Lipo-DIEP Flap Breast Reconstruction: A Valuable Innovation for Maximizing Abdominal Tissue Volume by Benedetto Longo, MD, PhD, Gennaro D’Orsi, MD, Alessio Farcomeni, PhD, Martina Giacalone, MD, Elettra Gagliano, Lisa Vannucchi, MD, Maximilian Catenacci, MD, Gianluca Vanni, MD, Claudio Oreste Buonomo, MD, Valerio Cervelli, MD

“…Six months after the procedure, the mean retropectoral fat volume calculated through magnetic resonance imaging was 48.64 mL (SD 14.15), whereas the mean graft integration rate was 45.98% (range, 30.7%–64.2%). Conclusions:. …”
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Antipsychotic prescribing practices and patient, family member and healthcare professional perceptions of antipsychotic prescribing in acute care settings: a scoping review protoco... by Zahinoor Ismail, Daniel Niven, Kirsten Fiest, Lisa Burry, Karla D Krewulak, Natalia Jaworska, Stephana Julia Moss, Zara Stelfox

“…The results of this scoping review will inform integrated knowledge translation initiatives aimed at in-hospital antipsychotic medication deprescribing.…”
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Digital mapping of soil salinity with time-windows features optimization and ensemble learning model by Shuaishuai Shi, Nan Wang, Songchao Chen, Bifeng Hu, Jie Peng, Zhou Shi

“…This study proposes a data mining approach using Sentinel-1 time-series data, integrating time-series decomposition and feature selection to capture seasonal and trend components correlated with soil salinity, and determine optimal time windows and effective time spans. …”
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ARTIFICIAL INTELLIGENCE TOOLS IN TEACHING SOCIAL AND HUMANITARIAN DISCIPLINES by Anna Kyrpa, Olena Stepanenko, Viktoriia Zinchenko, Tetiana Datsiuk, Iryna Karpan, Neonila Tilniak

“…This encourages the evaluation and development of new methods that provide a personalized approach to teaching and learning, including integration of artificial intelligence (AI) tools that can revolutionize education. …”
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Comparative and synergistic impacts of lime and biochar on soil properties, nitrogen transformation, and microbial function in acidic soils under tobacco cropping by Bianhong Zhang, Lina Tang, Zhicheng Chen, Xiaoyan Chen, Lindong You, Ruixin Pan, Ting Chen, Yifei Liu, Wenxiong Lin, Wenxiong Lin, Jinwen Huang

“…The combined application of lime and biochar integrates these benefits, yielding results comparable to biochar alone. …”
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In vitro and in silico Anti-diabetes mechanism of phytochemicals from Curculigo pilosa and its pharmacokinetic profiling via α-amylase inhibition by Damilola A. Omoboyowa, Temitope C. Aribigbola, Simbo T. Akinsulure, Damilola S. Bodun, Ezekiel A. Olugbogi, Ebenezer A. Oni

“…The ethylacetate, n-butanol and methanol extracts of C. pilosa were subjected to in vitro α-amylase inhibitory assay, followed by identification of the bioactive compounds from the most potent extract using HPLC. Integrated computational analyses were performed on ten (10) active compounds against α-amylase using Maestro Schrodinger (v2). …”
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Predicting patient outcomes with gene-expression biomarkers from colorectal cancer organoids and cell lines by Alexandra Razumovskaya, Mariia Silkina, Mariia Silkina, Mariia Silkina, Andrey Poloznikov, Timur Kulagin, Maria Raigorodskaya, Nina Gorban, Anna Kudryavtseva, Maria Fedorova, Boris Alekseev, Alexander Tonevitsky, Alexander Tonevitsky, Alexander Tonevitsky, Sergey Nikulin, Sergey Nikulin, Sergey Nikulin

“…The resulting gene expression signatures successfully stratified Stage II/III and Stage IV CRC patients, with potential clinical utility for improving treatment outcomes after further validation.DiscussionThis study highlights the advantages of integrating diverse experimental models, such as organoids and cell lines, to identify novel prognostic biomarkers and enhance the understanding of chemotherapy resistance in CRC.…”
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Optimization of performance under off-design conditions for dual-pressure organic Rankine cycle with hot source splitting by Shiqi Wang, Zhongyuan Yuan, Kim Tiow Ooi, Xiangyu Chang, Nanyang Yu

“…The Dual-Pressure Organic Rankine Cycle system, integrated with Hot Source Splitting (DORC-HSS), demonstrates enhanced performance by optimizing heat matching. …”
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PreciPalm: An Intelligent System for Calculating Macronutrient Status and Fertilizer Recommendations for Oil Palm on Mineral Soils Based on a Precision Agriculture Approach by Kudang Boro Seminar, Harry Imantho, null Sudradjat, Sudirman Yahya, Sirojul Munir, Indra Kaliana, Fajar Mei Haryadi, Awalia Noor Baroroh, null Supriyanto, Gani Cahyo Handoyo, Arif Kurnia Wijayanto, Cecep Ijang Wahyudin, null Liyantono, Rhavif Budiman, Achmad Bakir Pasaman, Dwi Rusiawan, null Sulastri

“…This research aims to determine macronutrients, specifically nitrogen (N), phosphorus (P), and potassium (K) contents in oil palm leaves based on PA principles using the integration of remote sensing technology and machine learning to quickly obtain the macronutrient status from oil palm plantation areas. …”
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Microbial metabolites and immune modulation by Hassan Ghasemi

“…In autoimmune conditions such as inflammatory bowel disease (IBD), SCFAs restore epithelial integrity and dampen inflammation by modulating local immune responses within the gut. …”
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A comparative study on disinfection effect of three different disinfectants for oral dental chair water lines (三种不同消毒剂对口腔综合治疗台水路消毒效果的比较)... by WANG Wenjuan (王文娟), LI Yajuan (李雅娟), LI Pei (李培), KONG Li (孔莉), WANG Ting (王婷)

“…Methods Selection of seven independent water source integrated treatment tables in the Stomatology Department of Beijing No. 2 Hospital before opening of the clinic in 2019, divided into 4 groups (3 experimental + 1 control). …”
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