Automated remote sensing monitoring of cropland non-agricultural and non-grain conversion at parcel scale in complex environments through multi-source data fusion by Junyao Zhang, Xiaomei Yang, Jianwang Dai, Xiaofan Wang, Zheng Fang, Xiaoliang Liu, Xiaowei Zeng, Zhihua Wang

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Atrial fibrillation and clinical outcomes 1 to 3 years after myocardial infarction by Satoshi Yasuda, Christopher B Granger, David B Brieger, Shaun G Goodman, Karolina Andersson Sundell, Tabassome Simon, Dirk Westermann, Anthony P Carnicelli, Ruth Owen, Mauricio G Cohen, Katarina Hedman, Stuart J Pocock, Jose Carlos Nicolau

“…After multivariable adjustment, patients with AF had lower self-reported quality-of-life scores (EQ-5D UK-weighted index, visual analogue scale, usual activities and pain/discomfort) than those without AF. …”
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Dataset and multivariate statistical tools for mathematical modeling of water desorption isotherms and infrared spectral properties of cupuassu (Theobroma grandiflorum L.) pulpMend... by Andrés F. Bahamón-Monje, Paola A. García-Rincón, Gentil A. Collazos-Escobar, Claudia M. Amorocho-Cruz, Nelson Gutiérrez-Guzmán

“…By improving food-processing strategies, ensuring product consistency, and optimizing dehydration processes, this dataset contributes to the development of value-added products from cupuassu by-products, promoting sustainability and resource efficiency.…”
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Automated Detection of High Frequency Oscillations in Intracranial EEG Using the Combination of Short-Time Energy and Convolutional Neural Networks by Dakun Lai, Xinyue Zhang, Kefei Ma, Zichu Chen, Wenjing Chen, Heng Zhang, Han Yuan, Lei Ding

“…However, a significant challenge to the clinical use of HFOs is due to the time-consuming procedure of visually identifying them. A new methodology is presented in this paper for the automated detection of HFOs based on their 2D time–frequency map employing the short-time energy (STE) estimation and the convolutional neural network (CNN) classification algorithm. …”
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Co-design and prototype development of MedManageSCI: a medication self-management toolkit for adults with spinal cord injury/dysfunction by Lauren Cadel, Rasha El-Kotob, Sander L. Hitzig, Lisa M. McCarthy, Shoshana Hahn-Goldberg, Tanya L. Packer, Tejal Patel, Stephanie R. Cimino, Aisha K. Lofters, Chester H. Ho, Maliha Asif, Sara J.T. Guilcher

“…The implications of this work extend beyond SCI/D, highlighting the importance of tailored digital health resources for populations with complex healthcare needs. …”
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Ask Your Relative: A mixed method analysis of the Sexual Health and Healthy Relationship Q&As submitted by American Indian Alaska Native young adults by Stephanie Craig Rushing, Amanda Gchachu Kakuska, Jane Manthei, Tommy Ghost Dog, Asia Brown, Corey Begay, Celena Ghost Dog, Michelle Singer, Sean Simpson, Kelley Milligan, Allyson Kelley

“…Analysis of the Q&A answers identified 244 resources, and of these, 100 were Native-specific. …”
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Microbial profile and associated factors of external ocular bacterial and fungal infections in Arba Minch General Hospital: a cross-sectional study by Melat Woldemariam, Addis Aklilu, Aseer Manilal, Masresha Mengistu, Dagimawie Tadesse, Munira Siraj, Ashraf Atef Hatamleh, Bassam Khalid Alnafisi, Akbar Idhayadhulla

“…Abstract External ocular infections are of serious global concern, which cause significant visual morbidity and even blindness, particularly in low-income and resource-limited countries. …”
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Utility of extended HPV genotyping for the triage of self-sampled HPV-positive women in a screen-and-treat strategy for cervical cancer prevention in Cameroon: a prospective study... by Pierre Vassilakos, Evelyn Tincho, Bruno Kenfack, Patrick Petignat, Ania Wisniak, Celine Broquet, François Marcel Ndam Nsangou, Michel Noubom, Emilien Jeannot

“…Objective To explore the utility of extended Human Papillomavirus (HPV) genotyping to detect cervical intraepithelial neoplasia grade 2 or more (CIN2+) in a ‘screen-and-treat’ strategy for HPV-positive women in low-resource settings.Design Prospective study of diagnostic accuracy.Setting The study took place in West Cameroon between September 2018 and March 2020.Participants 2014 women were recruited. …”
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A Hardware Implementation of Spaceborne SAR BP Algorithm Based on Precise Region Focusing and Hardware–Software Collaboration by Yongrui Li, Liang Chen, Pengnan Zheng, Jie Ding, Zhihan Zhang, Zhu Yang, Yizhuang Xie, Han Li

“…The backprojection algorithm is an excellent high-resolution imaging algorithm for spaceborne SAR, but it demands large storage resources and involves heavy computations. Given the limited resources of the satellite’s hardware platform, the traditional hardware implementation of the algorithm can hardly support large-scale scenes imaging. …”
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Machine Learning in the National Economy by Azamjon A. Usmonov

“…Machine learning provides a valuable approach for predicting economic indexes, managing risks, and optimizing resource allocation. However, the effectiveness of these models depends on the quality of the data used, and there are challenges related to data completeness, model interpretability, and computational resources. …”
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Innovative machine learning-based prediction of early airway hyperresponsiveness using baseline pulmonary function parameters by Hua Yang, Xingru Zhao, Zhuochang Chen, Lihong Yang, Guihua Zhao, Chenxiao Xu, Jinyi Xu

“…The machine learning-based predictive model demonstrates strong performance and clinical utility, offering potential as a visual tool for early detection and standardized treatment, thereby reducing the risk of symptom exacerbation, lung function decline, and airway remodeling.…”
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Cross-species single-cell transcriptomic atlas of retinal photoreceptors reveals molecular signatures underlying color vision adaptation by Zhibin Li, Chengkai Yan, Yubao Lu, Yaqing Shu, Shilin Wu, Xi Cheng, Yuge Wang, Shishi Shen, Hui Yang, Gang Cao, Jianping Ji, Liangming Zhang, Jian Sun, Dongchang Xiao, Shasha Li, Wei Qiu

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Spatiotemporal 3D chromatin organization across multiple brain regions during human fetal development by Yaoyu Sun, Min Li, Chao Ning, Lei Gao, Zhenbo Liu, Suijuan Zhong, Junjie Lv, Yuwen Ke, Xinxin Wang, Qiang Ma, Zeyuan Liu, Shuaishuai Wu, Hao Yu, Fangqi Zhao, Jun Zhang, Qian Gong, Jiang Liu, Qian Wu, Xiaoqun Wang, Xuepeng Chen

“…In summary, our findings provide important insights into the 3D chromatin regulatory mechanisms governing brain region-specific development and can serve as a valuable resource for advancing our understanding of neuropsychiatric disorders.…”
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A naked-eye biosensing system based on one-pot RPA-CRISPR/Cas12a driver G4-hemin self-assembly for Mycobacterium tuberculosis by Ting Yuan, Ting Yuan, Jianbo Yuan, Jianbo Yuan, Jian Huang, Jian Huang, Nana Li, Nana Li, Huan Cai, Yan Yang, Juan Li, Rui Chen, Xun Min, Xun Min

“…This approach combines the advantages of recombinase polymerase amplification (RPA), CRISPR/Cas12a specificity, and G4-hemin DNAzyme-based colorimetric signal amplification, enabling simple, equipment-free visual detection. Given its speed, sensitivity, and ease of use, this biosensing system holds significant promise for point-of-care MTB nucleic acid testing in resource-limited settings.…”
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Revealing the Multi-Target Mechanisms of Fespixon Cream in Diabetic Foot Ulcer Healing: Integrated Network Pharmacology, Molecular Docking, and Clinical RT-qPCR Validation by Tianbo Li, Dehua Wei, Jiangning Wang, Lei Gao

“…The interaction network was visualized using Cytoscape version 3.7.2 software. The potential mechanisms of the shared targets were analyzed by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis using R software packages, and results were visualized through Bioinformatics online tools. …”
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Monitoring Livestock Health by Modeling Rumination Behavior According to Accelerometer-Based Information by E. Vahedi Tekmehdash, H. Navid, H. Ghasemzadeh, H. Karimi, M. Javani Holan

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Exome sequencing revealed a novel homozygous variant in TRMT61 A in a multiplex family with atypical Cornelia de Lange Syndrome from Rwanda by Esther Uwibambe, Abdoulaye Yalcouyé, Elvis Twumasi Aboagye, Lettilia Xhakaza, Kalinka Popel, Norbert Dukuze, Thashi Bharadwaj, Carmen de Kock, Isabelle Schrauwen, Suzanne M. Leal, Leon Mutesa, Ambroise Wonkam

“…This proportion tends to be higher in low-resource settings including Africa. We performed a molecular characterization of CdLS in a multiplex Rwandan family. …”
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Am I attached? A patient-partnered approach to creating infographics about attachment to primary care in Ontario, Canada by Maggie MacNeil, Aya Tagami, Peter Sheffield, Vivian R. Ramsden, Joan Barker, Jennifer Boyle, Clare Cruickshank, Eliot Frymire, Richard H. Glazier, Anita Gombos Hill, Michael E. Green, Mary Huang, Marijke Jurriaans, Caron Leid, Melissa McCallum, Sarah Precious, Jo-Ann Stans, Julie Vizza, Murray Walz, Sue Wilkins, Rebecca Ganann

“…Our approach to engaging patients prevented both oversimplification and unnecessary complexity in a public-facing visual about attachment to primary care.…”
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Association between out-of-pocket expenditure and health-related quality of life among patients receiving cancer treatment: a cross-sectional study from Nepal by Pratik Khanal, Suman Sapkota, Nirmal Poudel, Achyut Raj Pandey, Bidwata Bhattarai, Etna Khatiwada, Ravi Kant Mishra, Biraj Man Karmacharya, Shiva Raj Adhikari, Kjell Arne Johansson, Krishna Kumar Aryal

“…We used the European Quality of Life 5 dimensions (EQ-5D-5L) and the European Quality of Life Visual Analogue Scale (EQ-VAS) to obtain their HRQoL. …”
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Assessment of grain production levels and analysis of obstacle factors in China: a sustainable, stable and green perspective by Caixia Shangguan, Ruijundi Ma, Yan Lu, Hui Zhang, Mingjin Tian, Yongzhong Teng, Li Jing, Xia Zhang, Hongbin Liu, Ke Li, Xingxing Mei

“…The entropy-weighted TOPSIS method and the obstacle degree model were employed to assess production levels and determine critical constraints, while ArcGIS was used to visualize the spatial distribution across China’s nine major agricultural regions.ResultsThe results reveal that Grain production followed a development trend of initial decline, slow recovery, and rapid growth, with significant differences in the subsystems. …”
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