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Offline RL trajectories, game data, robot demonstrations, RLHF, multi-agent interaction
8,861 datasets
10,770 adult participants from the NHANES 1999–2010 surveys were followed through 2019 to examine the association between the Hemoglobin-Albumin-Lymphocyte-Platelet (HALP) index and mortality across the continuous metabolic syndrome (cMetS) spectrum. The dataset, authored by Keting Deng and published on figshare in 2026, contains results from survey-weighted Cox regression and competing-risk analyses. It includes hazard ratios, 10-year mortality risk percentages, and Harrell’s C statistics for model discrimination.
Keting Deng published a dataset on 2026-05-20 containing analysis results linking the Hemoglobin-Albumin-Lymphocyte-Platelet (HALP) index to mortality risk. The data is derived from 10,770 adult participants in the U.S. National Health and Nutrition Examination Survey (NHANES) from 1999-2010, with mortality follow-up through 2019. It includes hazard ratios, mortality risk percentages, and model performance metrics from Cox regression and competing-risk analyses.
NHANES data from 1999-2010 for 10,770 U.S. adults, used to examine the association between the Hemoglobin-Albumin-Lymphocyte-Platelet (HALP) index and mortality across the continuous metabolic syndrome (cMetS) spectrum. The dataset, authored by Keting Deng and last updated in 2026, contains results from survey-weighted Cox regression and competing-risk analyses. It includes hazard ratios, 10-year mortality risk percentages, and Harrell's C statistics for model discrimination.
Keting Deng published a dataset on 2026-05-20 analyzing the prognostic value of the Hemoglobin-Albumin-Lymphocyte-Platelet (HALP) index for mortality risk. It contains results from a study of 10,770 adults from the NHANES 1999–2010 survey, followed through 2019, with supportive external cohort evidence. The data includes hazard ratios, mortality risk percentages, and model performance metrics like Harrell's C statistic.
10,770 adult participants from the U.S. NHANES 1999-2010 survey were followed through 2019 to assess the prognostic value of the HALP index. The hemoglobin-albumin-lymphocyte-platelet index was found to have a nonlinear, L-shaped association with all-cause and cardiovascular mortality. Keting Deng published this analysis under a CC-BY-4.0 license in May 2026.
Keting Deng published a dataset on 2026-05-20 containing results from a study of 10,770 NHANES participants (1999–2010) followed through 2019. It examines the association between the Hemoglobin-Albumin-Lymphocyte-Platelet (HALP) index, a routine nutrition-inflammation marker, and all-cause and cardiovascular mortality across the continuous metabolic syndrome (cMetS) spectrum. The dataset includes hazard ratios, mortality risk percentages, and model performance metrics from the analysis.
Julie Bury developed a behavior change intervention for rotator cuff disorders, published on figshare in June 2026. The 1.3 MB dataset comprises research documents detailing the development of an approach integrating brief interventions targeting smoking, inactivity, and weight management into routine physiotherapy consultations. It was created through a process involving a narrative review, co-design workshops with 26 stakeholders, and theoretical modeling using COM-B, TDF, and BCTTv1 frameworks.
Supplementary file 1 contains data from a single-center retrospective cohort study of 50 patients in Japan initiating anti-CGRP monoclonal antibody therapy for migraine prevention between May 2021 and June 2022. The dataset includes longitudinal outcomes such as monthly migraine days (MMDs), Migraine Disability Assessment Scale (MIDAS), Headache Impact Test (HIT-6), and Visual Analogue Scale (VAS) scores assessed at baseline and over 36 months. The study, authored by Hideyo Kasai and licensed CC-BY-4.0, analyzes treatment persistence, responder rates, and reasons for discontinuation.
GEOMAT is a geological-oceanographic computer modelling project analyzing sediment mobilisation on the Australian continental shelf. The work was carried out over two years by collaborators from AGSO, the University of Tasmania, the Australian Bureau of Meteorology, and a Danish geodetic division. Models predict swell wave and tidal current energy sufficient to mobilise fine sand over significant portions of the shelf.
Offshore of Martha’s Vineyard, Massachusetts, this dataset contains tower-based Ka-band ocean surface backscatter measurements collected from October 2019 to January 2020. It includes cross-section, incidence angle, radial velocity, and pulse-pair correlation data at sub-second resolution from multiple distances up to ~32 meters. The data were gathered by a Ka-Band Ocean Doppler Scatterometer (KaBODS) on the Woods Hole Oceanographic Institution's Air-Sea Interaction Tower as a pre-pilot campaign for the Submesoscale Ocean Dynamics Experiment (S-MODE).
Floodplain Management Plans is a geospatial dataset published on 28/08/2024 and last updated in May 2026. It contains hosted feature layers detailing floodplain management plans for the state of New South Wales, Australia, using the GDA94 spatial reference system. The data is openly accessible via an API and is managed by the NSW Department of Climate Change, Energy, Environment and Water.
22 stream locations in Ontario were sampled for aquatic invertebrates as part of a multi-year environmental monitoring study. The Ministry of the Environment, Conservation and Parks collected this data starting in 2015 to measure changes following restrictions on neonicotinoid-treated seeds. It includes invertebrate counts and catchment attributes, complementing separate datasets on water and soil concentrations.
Modelled data on annual permitted water take, managed by the NSW Department of Climate Change, Energy, Environment and Water. The dataset was initially published on 28/08/2024 and is accessible via an API. It is served as an imagery layer with a spatial reference system of GDA94.
Water Modelling Modelled Data Without Development is a geospatial dataset from the NSW Department of Climate Change, Energy, Environment and Water. It was initially published on 28/08/2024 and last updated via FME on 15/11/2023. The data is served via WMS and ArcGIS REST API.
A 2.0 MB collection of PDF and JPG files provides supporting information for a theoretical and experimental analysis of scaling up the electrochemical porosification of silicon. Authored by Monja Gronenberg and published on figshare in May 2026, the work examines scaling effects and strategies for mitigating them. It presents a novel inline etching tool design and uses COMSOL simulations to model current density fluctuations.
A gazetted depiction of regulated river water sources under the NSW Water Management Act 2000. The dataset contains polyline features defined in Water Sharing Plans for regulated systems, as aggregated from In Force Sharing Plans. It was initially published and last updated on 28 August 2024 by the NSW Department of Climate Change, Energy, Environment and Water.
Water Modelling Regions is a geospatial dataset published by the NSW Department of Climate Change, Energy, Environment and Water. It was initially published on 28/08/2024 and is served via an API with an update frequency also listed as API. The data is provided as an imagery layer through WMS and ArcGIS REST service interfaces.
A 2.0 MB PDF review article authored by Huixin Mao, last updated on 2026-05-28. The document systematically compares lysosome-targeting chimeras (LYTACs) to PROTACs, summarizes design principles, and discusses applications for overcoming resistance to chemotherapy, targeted therapy, and immunotherapy.
NSW River Styles is a geospatial dataset classifying river systems across New South Wales, Australia. The data is provided by the NSW Department of Climate Change, Energy, Environment and Water and was initially published on 28/08/2024. It is served as an imagery layer via WMS and ArcGIS REST API.
NSW Department of Climate Change, Energy, Environment and Water provides modelled flow data for evaluating Water Sharing Plans. The data represents a 'No Planned Environmental Water' scenario, enabling comparison with scenarios containing environmental rules. Data was updated on 11/07/2024 and published on 28/08/2024.