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    Mapping Wetlands with High-Resolution Planet SuperDove Satellite Imagery: An Assessment of Machine Learning Models Across the Diverse Waterscapes of New Zealand by Md. Saiful Islam Khan, Maria C. Vega-Corredor, Matthew D. Wilson

    Published 2025-07-01
    “…All models were trained using eight-band SuperDove satellite imagery from PlanetScope, with a spatial resolution of ~3 m, and ancillary geospatial datasets representing topography and soil drainage characteristics, each of which is available globally. (3) Results: All four machine learning models performed well in detecting wetlands from SuperDove imagery and environmental covariates, with varying strengths. …”
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    The effect of meloxicam at the time of treatment of hoof-horn lameness in pasture-grazing dairy cattle on time to lameness soundness, pregnancy risk, and time to conception: A rand... by W.A. Mason, J. Laidlaw

    Published 2025-04-01
    “…Five seasonal-calving pasture-based dairy farms located in the Waikato region of New Zealand were enrolled into a randomized clinical interventional trial. Farmers were tasked with identifying lame animals over a period of approximately −4 to 6 wk relative to the herd start of mating (HSM), with lameness subsequently confirmed with lameness score (LS) by trained technicians (0–3 scale, where ≥2 are considered lame). …”
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    Mentalization for Offending Adult Males (MOAM): study protocol for a randomized controlled trial to evaluate mentalization-based treatment for antisocial personality disorder in ma... by Peter Fonagy, Jessica Yakeley, Tessa Gardner, Elizabeth Simes, Mary McMurran, Paul Moran, Mike Crawford, Alison Frater, Barbara Barrett, Angus Cameron, James Wason, Stephen Pilling, Stephen Butler, Anthony Bateman

    Published 2020-12-01
    “…This paper describes the protocol of a multi-site RCT designed to test the effectiveness and cost-effectiveness of MBT for reducing aggression and alleviating the wider symptoms of ASPD in male offenders subject to probation supervision who fulfil diagnostic criteria for ASPD. Methods Three hundred and two participants recruited from a pool of offenders subject to statutory supervision by the National Probation Service at 13 sites across the UK will be randomized on a 1:1 basis to 12 months of probation plus MBT or standard probation as usual, with follow-up to 24 months post-randomization. …”
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    Leakage Detection in Subway Tunnels Using 3D Point Cloud Data: Integrating Intensity and Geometric Features with XGBoost Classifier by Anyin Zhang, Junjun Huang, Zexin Sun, Juju Duan, Yuanai Zhang, Yueqian Shen

    Published 2025-07-01
    “…Detecting leakage using a point cloud acquired by mobile laser scanning (MLS) presents significant challenges, particularly from within three-dimensional space. These challenges primarily arise from the prevalence of noise in tunnel point clouds and the difficulty in accurately capturing the three-dimensional morphological characteristics of leakage patterns. …”
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    Effect of information-embedded policy tools on farmers’ low-carbon production behavior: Analysis based on a randomized controlled trial with Chinese medicinal herb growers in Qinli... by LI Huanli, XUE Caixia, LI Fuduo, JIANG Xuan

    Published 2025-06-01
    “…An in-depth investigation into the effect of policy tools on farmers’ low-carbon production behavior can not only evaluate the effectiveness of existing policies but also provide data support for future policy adjustments. [Methods] Using randomized controlled trial (RCT) data collected from 793 Chinese medicinal herb growers in the Qinling-Daba Mountain area in 2022, this study explored the effect of information-embedded policy tools on farmers’ low-carbon production behavior using the binary Logit model, causal mediation analysis, and propensity score matching (PSM) method. …”
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    Drug-eluting balloon versus bare-mental stent and drug-eluting stent for de novo coronary artery disease: A systematic review and meta-analysis of 14 randomized controlled trials. by Kongyong Cui, Shuzheng Lyu, Xiantao Song, Fei Yuan, Feng Xu, Min Zhang, Wei Wang, Dongfeng Zhang, Jing Dai

    Published 2017-01-01
    “…Secondary endpoints included death, myocardial infarction (MI), target lesion revascularization (TLR), stent thrombosis (ST), binary restenosis, and minimum lumen diameter (MLD). …”
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    Comparing 2D and 3D Feature Extraction Methods for Lung Adenocarcinoma Prediction Using CT Scans: A Cross-Cohort Study by Margarida Gouveia, Tânia Mendes, Eduardo M. Rodrigues, Hélder P. Oliveira, Tania Pereira

    Published 2025-01-01
    “…Firstly, radiomic features were classified by Random Forest and eXtreme Gradient Boosting classifiers. …”
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