fairdataihub/envision-eye-imaging-training-data huggingface dataset:
Additional file 1: of Effects of diurnal, lighting, and angle-of-incidence variation on anterior segment optical coherence tomography (AS-OCT) angle metrics Effects of Diurnal, Lighting, and Angle-of-Incidence Variation on Anterior Segment Optical Coherence Tomography Angle Metrics. Description of the data: Angle metrics were recorded from the scans of the morning and the afternoon with different lightining conditions. (XLSX 48Â kb) Space Science 29999 Physical Sciences not elsewhere classified
SuperDARN Grid data in netCDF format (2010-Oct) 2010-Oct SuperDARN radar data in netCDF format. These files were produced using versions 3.0 of the public FitACF and make_grid algorithms, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication. The RST is available here: https://github.com/SuperDARN/rst The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process
Multispectral and InSAR datasets for the Fernandina 2024 eruption, Galápagos Islands This archive contains remote sensing datasets computed as part of the study Lava Tube System Development Defined by Multispectral Imaging and InSAR: the Case of the 2024 Eruption of Fernandina Volcano (Galápagos) , which has been submitted for possible publication in Journal of Geophysical Research - Solid Earth. The following datasets are available: Landsat 8/9 images, cropped on the lava field. Two
PHYSICAL ACTIVITY AND PHYSICAL FITNESS AMONG FILIPINO UNIVERSITY STUDENTS ABSTRACT O objetivo deste estudo foi examinar a atividade física e a aptidão física de estudantes universitários. Quatrocentos e setenta e quatro estudantes universitários aparentemente saudáveis (167 homens; 307 mulheres) responderam a um questionário de atividade física e foram submetidos a avaliações antropométricas e de aptidão física. Os resultados indicaram que os estudantes universitários do sexo masculino eram
Doodleverse/Segmentation Zoo/Seg2Map Res-UNet models for EnviroAtlas/6-class segmentation of RGB 512x512 high-res. images Doodleverse/Segmentation Zoo/Seg2Map Res-UNet models for EnviroAtlas/6-class segmentation of RGB 512x512 high-res. images These Residual-UNet model data are based on [EnviroAtlas](https://www.mdpi.com/2072-4292/12/12/1909) images and associated labels. Models have been created using Segmentation Gym* using the following dataset**:
VAT 15829 - RTI dataset The dataset comprises the RTI-data of the cuneiform tablet VAT 15829 (N5:130). RTI = Reflectance Transformation Imaging (RTI) is a computational photographic method that captures a subject's surface shape and color and enables the interactive re-lighting of the subject from any direction in a software viewer, revealing details not visible with the naked eye (cf. https://culturalheritageimaging.org/). Babylon Cuneiform Neo-Babylonian
AMPERE GRD & IRD Data (2013-Oct) 2013-Oct AMPERE GRD and IRD data. AMPERE IRD files contain hemispheric delta-B observations in global coordinates (geographic and AACGM). Data are blocked into 10-minute 'chunks' at 2-minute resolution for use in the fitting algorithm. Measurements flagged 'bad' in the earlier processing are removed prior to entry in IRD. AMPERE GRD files contain hemispheric delta-B and Birkeland current fits at 2-minute resolution. AMPERE ionosphere magnetosphere convection
SuperDARN data in netCDF format (2000-Oct) 2000-Oct SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication. The RST is available here: https://github.com/SuperDARN/rst The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide
English Longitudinal Study of Ageing: Waves 1-10, 2002-2023: Quintile Population Density for Postcode Sectors: Special Licence Access

The English Longitudinal Study of Ageing (ELSA) study is a longitudinal survey of ageing and quality of life among older people that explores the dynamic relationships between health and functioning, social networks and participation, and economic position as people plan for, move into and progress beyond retirement. The
Data for: The geometry of life: Testing the scaling of whole-organism surface area and volume using sharks

Background [Extract from Related publication]:

The ratio of surface area to volume is
English Longitudinal Study of Ageing: Waves 0-11, 1998-2024

The English Longitudinal Study of Ageing (ELSA) is a longitudinal survey of ageing and quality of life among older people that explores the dynamic relationships between health and functioning, social networks and participation, and economic position as people plan for, move into and progress beyond retirement. The main objectives of ELSA are to:

construct waves of accessible and
SuperDARN data in netCDF format (2017-Oct) 2017-Oct SuperDARN radar data in netCDF format. These files were produced using versions 2.5 and 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication. The RST is available here: https://github.com/SuperDARN/rst The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and
bioimage.io upload: ilastik/vnc View on bioimage.io # Segmented anisotropic ssTEM dataset of neural tissue Segmented anisotropic ssTEM dataset of neural tissue Training data for segmentation of neuron boundaries, mitochondria and synapses in neural tissue of Drosophila imaged in EM. backup.bioimage.io bioimage.io bioimage.io:dataset electron-microscopy drosophila neurons instance-segmentation
Supplementary Material for: Diabetic Retinopathy and Chronic Kidney Disease: Associations and Comorbidities in a Large Diabetic Population: The Tongren Health Care Study Introduction: To investigate associations between diabetic retinopathy (DR) and chronic kidney disease (CKD) in patients with type 2 diabetes (DT2). Methods: The participants of the cross-sectional, community-based Tongren Health Care Study underwent a detailed medical and ophthalmological examination. We defined DT2 by a
User Generated Content (EOL v2): curation of media objects trust, untrust, hide, set as exemplar https://eol-jira.bibalex.org/browse/DATA-1731 Oct 24, 2018 For questions or use cases calling for large, multi-use aggregate data files, please visit the EOL Services forum at http://discuss.eol.org/c/eol-services compilation active
Imaging dataset 02 for mtFociCounter This is the second dataset associated with the updated manuscript on mtFociCounter. Images are Spinning Disk Confocal Images of unsorted 3t3 NIH mouse fibroblasts stably expressing mitochondrially targeted dsRed, immunofluorescence against dsDNA (mitochondrial nucleoids ) and AlexaFluor 647, and stained nuclei with Hoechst. It contains all data necessary to reproduce the testing of mtFociCounter (no primary control; rho0 control; manual cell
Supporting data for "Nanostructural Changes in Bone Quality in a Mouse Model of Chronic Kidney Disease and Treatment with Calcitonin"

The purpose of this study was to evaluate the micro- and nano-structural changes in femoral cortical bone in mice impacted by chronic kidney disease (CKD) and undergoing in vivo treatment with synthetic salmon calcitonin. Protocols were approved by the Indiana University Indianapolis School of Science Institutional Animal Use and Care Committee.
SuperDARN Grid data in netCDF format (2008-Oct) 2008-Oct SuperDARN radar data in netCDF format. These files were produced using versions 3.0 of the public FitACF and make_grid algorithms, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication. The RST is available here: https://github.com/SuperDARN/rst The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process
Data from: Conserved visual sensitivities across divergent lizard lineages that differ in an ultraviolet sexual signal The sensory drive hypothesis predicts the correlated evolution of signalling traits and sensory perception in differing environments. For visual signals, adaptive divergence in both colour signals and visual sensitivities between populations may contribute to reproductive isolation and promote speciation, but this has rarely been tested or shown in terrestrial species. We
Plant dispersal strategies of high tropical alpine communities across the Andes • Dispersal is a key ecological process that influences plant community assembly. Therefore, understanding whether dispersal strategies are associated with climate is of utmost importance, particularly in areas greatly exposed to climate change. We examined alpine plant communities located in the mountain summits of the tropical Andes across a 4000 km latitudinal gradient. We investigated species dispersal
AMPERE GRD & IRD Data (2011-Oct) 2011-Oct AMPERE GRD and IRD data. AMPERE IRD files contain hemispheric delta-B observations in global coordinates (geographic and AACGM). Data are blocked into 10-minute 'chunks' at 2-minute resolution for use in the fitting algorithm. Measurements flagged 'bad' in the earlier processing are removed prior to entry in IRD. AMPERE GRD files contain hemispheric delta-B and Birkeland current fits at 2-minute resolution. AMPERE ionosphere magnetosphere convection
Late gene therapy limits the restoration of retinal function in a mouse model of retinitis pigmentosa Retinitis pigmentosa is an inherited photoreceptor degeneration that begins with rod loss followed by cone loss. This cell loss greatly diminishes vision, with most patients becoming legally blind. Gene therapies are being developed, but it is unknown how retinal function depends on the time of intervention. To uncover this dependence, we utilize a mouse model of retinitis pigmentosa capable of
Data from: The application of optical coherence tomography to image subsurface tissue structure of Antarctic krill Euphausia superba Many small open ocean animals, such as Antarctic krill, are an important part of marine ecosystems. To discover what will happen to animals such as krill in a changing ocean, experiments are run in aquaria where conditions can be controlled to simulate water characteristics predicted to occur in the future. The response of individual animals to changing water
Telecentric bright-field transmitted light microscopic dataset Living cell segmentation from bright-field light microscopic images is challenging due to the image complexity and temporal changes in the living cells. Recently developed deep learning (DL)-based methods became popular in medical and microscopic image segmentation tasks due to their success and promising outcomes. The main objective of this paper is to develop a deep learning, UNet-based method to segment the living cells of the
Photovoltaic DC Electrical Arc Library Normal 0 false false false EN-US X-NONE X-NONE /* Style Definitions */ table.MsoNormalTable {mso-style-name:"Table Normal"; mso-tstyle-rowband-size:0; mso-tstyle-colband-size:0; mso-style-noshow:yes; mso-style-priority:99; mso-style-parent:""; mso-padding-alt:0in 5.4pt 0in 5.4pt; mso-para-margin:0in; mso-pagination:widow-orphan; font-size:12.0pt; font-family:"Aptos",sans-serif; mso-ascii-font-family:Aptos; mso-ascii-theme-font:minor-latin;
Doodleverse/Segmentation Zoo Res-UNet model for NOAA ERI/4-class segmentation of RGB 512x512 images This Residual-UNet model is trained on 1,179 pairs of human-generated segmentation labels and images from Emergency Response Imagery (ERI) collected by US National Oceanic and Atmospheric Administration (NOAA) after Hurricane Barry, Delta, Dorian, Florence, Ida, Laura, Michael, Sally, Zeta, and Tropical Storm Gordon. The dataset is available here: https://doi.org/10.5281/zenodo.7268082 Models
AMPERE Summary Plot Movies (2024-Oct) 2024-Oct AMPERE summary plot movies. See included zenodo_summary_plot_movie_description document for details. AMPERE ionosphere magnetosphere convection rst electrodynamics
East Asian Prehistoric Human-Face Jade Form 04 (EANJ_FACE_04): High-Resolution Digital Documentation of Morphology, Perforations, Surface Evolution, and Tool Traces 1. Core Statement 1.1 This record contains high-resolution original visual data of a human-face–shaped jade object (Form ID: EANJ_FACE_04). 1.2 This dataset serves as the foundational research base of the specimen’s digital archiving project, providing high-fidelity visual evidence to support morphological analysis, traceology,
Avaliação do copo SIP para a administração de dieta para recém-nascidos em Unidade Neonatal Foi realizado um estudo descritivo de corte transversal para avaliar a aceitação de um novo dispositivo, o copo SIP, para a oferta de dieta complementar a recém-nascidos impossibilitados de serem amamentados. Avaliamos a aceitação e impressão sobre o uso deste dispositivo para a administração de dieta aos recém-nascidos por profissionais de enfermagem e fonoaudiologia, e pelos responsáveis dos
AMPERE Summary Plot Movies (2017-Oct) 2017-Oct AMPERE summary plot movies. See included zenodo_summary_plot_movie_description document for details. AMPERE ionosphere magnetosphere convection rst electrodynamics
国指定史跡・三殿台遺跡の復元住居 国指定史跡・三殿台遺跡。 復元された竪穴住居。 3D digitizing methods : Photogrammetry Software / ソフト : Agisoft Metashape Professional Equipment / 機材 : Canon EOS 6Dmark2 + Sigma 12-24mm Images / 処理枚数 : 162 photos Date / 撮影年月 : Oct 2020. Address / 住所 : Yokohama-City, Kanagawa, Japan.(on GoogleMaps https://goo.gl/maps/Ec4FFx4hP89bH6gz6) Align / カメラアライン:Highest / 最高 Dense Cloud / 高密度クラウド:High / 高 Mesh / メッシュ:Low / 低 photo, 3D-edit:Tsuyoshi Chiba / 千葉 毅 Source: Objaverse 1.0 / Sketchfab
Natural color composites of VENµs images over South Col Glacier This datasets contain images of South Col Glacier obtained from VENµs platform from 27 Nov 2017 to 30 Oct 2020. The images are shown on a UTM45\WGS84 projection, and correspond to the band combination 7-4-3. The two stars show remarkable locations. venus images south col glacier
Supplementary Material for: Tuberculosis-Related Neuroretinitis and Central Retinal Vein Occlusion in a Child, and a Literature Review Introduction: Ocular tuberculosis (OTB) can occur in any part of the eye. We present a rare case of an 11-year-old girl with tuberculosis-related neuroretinitis and central retinal vein occlusion(CRVO). Case Presentation: The patient presented due to vision loss in the right eye. An examination detected edema of the optic disc with peripapillary and scattered
Cinque Terre Flooding - 25 Oct 2011 - MOLOCH Ensemble Reforecasts Ensemble-based reforecasts using the MOLOCH model Variable: Total precipitation [kg/m^2] Starting dates: 2011/10/23 00 UTC, 2011/10/23 12 UTC, 2011/10/24 00 UTC, 2011/10/24 12 UTC Ending date: 2011/10/26 00 UTC
Doodleverse/Segmentation Zoo Res-UNet models for v2 PCMSC/planecam/2-class (water, nowater) segmentation of RGB 1024x768 high-res. images Doodleverse/Segmentation Zoo Res-UNet models for v2 PCMSC/planecam/2-class (water, nowater) segmentation of RGB 1024x768 high-res. images These Residual-UNet models have been created using Segmentation Gym* Image size used by model: 1024 x 768 x 3 pixels classes:	water	other File descriptions For each model, there are 5 files
WS2: Weakly Supervised Segmentation for Smarter Waste Sorting The WS2 dataset is a benchmark dataset specifically designed for weakly supervised waste sorting segmentation. Collected from a plastic waste sorting facility, it comprises high-resolution video sequences captured before and after a human operator manually removes unwanted items from a stream of mixed plastic waste on a conveyor belt, leaving only semi-transparent colored PET items. The dataset is designed to facilitate the
Data from: Ultrafine aerosol formation and growth in a southern California desert Ultrafine aerosol number-size distributions were collected in the northwestern Sonoran Desert from January 2018 to April 2019 to assess the frequency and intensity of particle formation and growth events in this region. Daily and seasonal patterns of particle formation and growth events were compared with meteorology, ozone mixing ratios, air mass back-trajectories, and modeled boundary layer height
TRAMM project - experimental hydrological and hydrogeological dataset of a landslide prone hillslope. Rufiberg, Switzerland Rufiberg is a pre-alpine meadow site in Switzerland where shallow landslides have been observed after past intense rain storms. In order to assess the triggering mechanisms of these landslides, a comprehensive investigation was conducted within the project TRAMM from Nov 2009 to Oct 2012. It included meteorological observations, soil moisture measurements, bedrock
Surgical-Synthetic-Data-Generation-and-Segmentation This dataset contains synthetic, Generative AI enhanced and real images, with their labels, for Computer Vision in robotic surgery. It is part of ongoing research on sim-to-real applications in surgical robotics. The paper including synthetic and real images has been published: "A reproducible framework for synthetic data generation and instance segmentation in robotic suturing", Journal: International Journal of Computer Assisted
Universal Controlled Harmonics: Recursive Quantum Torsion, Conjugate Dynamics, Magnetocaloric Quantum Entropy, and Nanophotonic Harmonic Lattices Author:Shawn R. Schiller Abstract This paper expands the Universal Controlled Harmonics – Hyperbolic String Theory Redox (UCH-HSTR) model by integrating recent findings in magnetocaloric quantum entropy collapse in frustrated lattices (e.g., atacamite) and the breakthrough fabrication of nanoscale glass photonic crystals exhibiting near-unity
Supplementary Material for: Current Management of Inherited Retinal Degeneration Patients in Europe: Results of a Multinational Survey by the European Vision Institute Clinical Research Network Purpose: An increasing number of gene therapies are developed for Inherited Retinal Degenerations (IRD). To date, 1 treatment has been approved for clinical use (FDA USA 2017, EMA Europe 2018, MoHAP UAE 2019, SFDA Saudi Arabia 2019, Swiss Medic Switzerland 2020, TGA Australia 2020, and BFR
Data to "Harnessing model ensembles to assess uncertainty and provide prospective characterization factors for AWARE2.0" This repository contains the datasets corresponding to "Harnessing model ensembles to assess uncertainty and prospective characterization factors for AWARE2.0", submitted to the International Journal of Life Cycle Assessment. Until publication of the article and the corresponding update of the readme files, all data provided here must be considered as preliminary. The files
Soil respiration data from Climoor fieldsite in Clocaenog Forest This dataset contains soil respiration data from the Climoor fieldsite in Clocaenog forest, north-east Wales. Measurements began in March 1999 at the field site, and were repeated in approximately bi-weekly intervals until Oct 2013 (although there are some larger gaps for technical or logistical reasons in this 14 year dataset). The data were collected using 3 different methods/machines over the years: static chambers, soil
Analysis of risk factors for early type 2 diabetic nephropathy complicated with retinopathy Objective To retrospectively analyze the risk factors for early type 2 diabetic nephropathy (DN) complicated with retinopathy (DR) and to provide a basis for early prevention and delaying the progression of retinopathy. Methods The clinical data of 268 patients with early type 2 DR who were hospitalized in the Department of Endocrinology and Nephrology in our hospital from January 2020 to December 2022
Supplementary Material for: Secondary choroidal osteoma in the setting of uveal pathology: 4 case reports and review Purpose: Choroidal osteoma is a rare benign tumor where mature bone replaces the choroid. Possible causes include inflammation, trauma, hormones, disorders of calcium metabolism, environmental factors, genetics, or osseous choristoma. This paper discusses cases and literature regarding choroidal osteoma occurring concurrently with or secondary to uveal pathologies including
Continuation classes for a population model with harvesting. Case Ha-Se: Harvesting adults only, equal survival rates of juveniles and adults This dataset contains selected results of rigorous numerical computations conducted in the framework of the research described in the paper "Global dynamics in a stage-structured discrete population model with harvesting" by E. Liz and P. Pilarczyk: Journal of Theoretical Biology, Vol. 297 (2012), pp. 148–165, doi: 10.1016/j.jtbi.2011.12.012. The purpose
Louis XIV à Versailles Statue équestre en bronze de Louis XIV située sur le Place d'Armes du Château de Versailles. Réalisée à partir d'un petite nombre de photos (53) prises à hauteur d'homme au bas de la statue (Merci à Vu Hoang Hiep pour la fourniture des photos et les conseils). Reconstitution (pas parfaite !) des trous avec Meshmixer et Netfabb. La statue, installée en 1836 par l'architecte Frédéric Nepveu, est constituée de deux sculptures. Le cheval, sculpté par Pierre Cartellier et
Supplementary Material for: Atypical Cogan’s Syndrome Presenting as Anterior Scleritis: Case Report Purpose: To report a rare case of atypical Cogan’s syndrome presenting with unilateral anterior scleritis and bilateral sensorineural hearing loss, and to outline the therapeutic course. Methods: A case report. Results: A 40-year-old white female presented with recurrent episodes of ocular inflammation and sensorineural hearing loss over a 10-year period, initially treated as isolated conditions.
bioimage.io upload: bountiful-moon-cake View on bioimage.io # StarDist (2D) example training and test dataset - ZeroCostDL4Mic documentation at https://doi.org/10.5281/zenodo.3715492 backup.bioimage.io bioimage.io bioimage.io:dataset StarDist segmentation instance-segmentation ZeroCostDL4Mic 2D
Charge trapping for controllable persistent luminescence in organics Persistent luminescence, long-lived emission from inorganic or organic materials after the cessation of excitation, receives considerable attention in the field of optoelectronics. Despite great achievements in the past decades, the performance of organic materials still lags behind their inorganic counterparts, which have thousands of years of history. This is largely caused by the limited understanding of the
Layer thicknesses, layer attitudes, CRISM, and DTMs of Becquerel Crater *VERSION UPDATE FEB 29 2024: The long-wavelength "L" CRISM cube of FRT000243D0_07 was unfortunately left out in the first version of this dataset (only the "S" cube had been included). This update also includes the "L" cube. My sincere apologies for the confusion. This is the dataset associated with the paper "Protracted Hydrogeological Activity in Arabia Terra, Mars: Evidence from the Structure and Mineralogy of the
Cambridge Arboreal Modelling Panoptic 3D (CAMP3D) Dataset Accurate tree segmentation is a key step in extracting individual-tree metrics from forest laser scans, which are essential for understanding ecosystem functions in carbon cycling and beyond. Over the past decade, tree segmentation algorithms have advanced rapidly with developments in AI. However, existing public 3D forest datasets remain too small to support robust segmentation systems. Motivated by the success of synthetic data in
Outer Port of Punta Langosteira (Spain) wave data: 2024-10 - 2025-01 Wave agitation data from the Outer Port of Punta Langosteira (A Coruña, Spain), recorded using an OBS-Buoy400 Wave Buoy . Includes significant wave height (Hs), maximum wave height (Hmax), and peak wave period (Tp) from Oct 2024 to Jan 2025.