cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18348563
title: Dataset: Based-time cardiopulmonary responses during a cycling time-to-considering maturity offset among trained youth male soccer players

description: This dataset contains anonymized cardiopulmonary exercise test data collected from trained youth male soccer players during a progressive cycling time-to-exhaustion protocol. Time-based measurements of oxygen uptake (VO₂), carbon dioxide production (VCO₂), minute ventilation (VE), oxygen saturation (SpO₂), heart rate (HR), and heart rate reserve (HRR) were recorded alongside biological maturity indicators expressed as maturity offset.

The data were used to examine maturity-related differences in cardiopulmonary responses across relative exercise duration, as reported in the associated manuscript.
DOI: 10.15468/dl.un7jqy
title: Occurrence Download

description: A dataset containing 6072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cleome rutidosperma",
 "Year 1950-2024"
 ]
}

 The dataset includes 6072 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007003-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/m8e-x6g-z4t
title: Cardita calyculata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.9tq8as
title: Occurrence Download

description: A dataset containing 12663 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((13.18793 41.23996,13.71955 41.22148,13.73625 41.49927,13.20225 41.51785,13.18793 41.23996))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 12663 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007004-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/ptlnbx
title: THz-TDS e TRTS Data

description: The data is part of the dissertation "Time-Resolved Terahertz Spectroscopy: Ultrafast Photoconductivity Dynamics and Electronic Transport Properties", defended at IFGW Unicamp on 26 semptember, 2025. It includes the Terahertz-Time Domain Spectroscopy (THz-TDS) data and Time-Resolved Terahertz Spectroscopy data (TRTS) data of the Silicon, GaAs and MXene Titanium carbide, each of them separated in its respective file.
DOI: 10.3535/gq6-0e8-p97
title: Nassarius cadeei H. H. Kool, 2006

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jbe-n4g-m7w
title: Albinaria grisea heterochroa (Westerlund, 1894)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r26-wg0-34a
title: Isabellaria almae (O. Boettger, 1889)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/01a-0h6-gw4
title: Trochozonites Pfeffer, 1883

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1k1-zrl-wtm
title: Trochozonites Pfeffer, 1883

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k98-wyj-xm6
title: Kaliella W. T. Blanford, 1863

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kxp-2xf-aa1
title: Turbonilla Risso, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.tjdbse
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Italy",
 "Geometry POLYGON((12.63 39.8,16.5 39.8,16.5 41.44,12.63 41.44,12.63 39.8))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus pubescens"
 ]
}

 The dataset includes 127 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007005-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tnqzzf
title: Occurrence Download

description: A dataset containing 14357 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Andigena laminirostris)",
 "HasCoordinate is true",
 "Country is Ecuador"
 ]
}

 The dataset includes 14357 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007006-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60517/j6731768c
title: Life Cycle Inventory (LCI) Data Collection Template for the Reuse of Concrete Building Elements
DOI: 10.15468/uuu9vu
title: Notes on the genus Onychargia Selys, 1865 (Odonata: Zygoptera: Platycnemididae) with description of O. hungeri sp. nov. from southern Vietnam

description: This dataset contains the digitized treatments in Plazi based on the original journal article Tran, Minh Khang, Huong, Le Thi Thu, Phan, Quoc Toan (2025): Notes on the genus Onychargia Selys, 1865 (Odonata: Zygoptera: Platycnemididae) with description of O. hungeri sp. nov. from southern Vietnam. Zootaxa 5729 (4): 519-534, DOI: 10.11646/zootaxa.5729.4.2, URL: https://doi.org/10.11646/zootaxa.5729.4.2AbstractThis study updates the distribution and provides notes on the habitat of three species of the genus Onychargia Selys, 1865 in Vietnam, including the description of a new species, O. hungeri sp. nov. (holotype ♂, 10.52238° N, 107.47591° E, altitude 41 m, Binh Chau-Phuoc Buu Nature Reserve, Ho Chi Minh City, southern Vietnam), which is described based on male and female specimens. The new species can be easily distinguished from two other congeners by having smaller body size, U-shaped pruinosity on male’s synthorax and differences in the male’s appendages structures.
DOI: 10.3535/hfy-jwx-ewb
title: Conus pulicarius Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.49ppqy
title: Occurrence Download

description: A dataset containing 4429 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Berula erecta",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 4429 records from 266 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007007-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/epc-kj3-plq
title: Albinaria olivieri carpathia (O. Boettger, 1883)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2wr-vqb-da9
title: Albinaria papillifera cilicica H. Nordsieck, 1993

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/by6-3pj-q2a
title: Albinaria corrugata inflata (Olivier, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n1z-dpm-kfk
title: Albinaria candida candida (L. Pfeiffer, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b7s-xmj-v7q
title: Hanleya hanleyi (W. Bean, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.31135159
title: Supporting datasets and code for Carbon Self-Offset Compensation Pathways in China’s Coastal Aquaculture

description: Supporting datasets and code for Carbon Self-Offset Compensation Pathways in China’s Coastal Aquaculture
DOI: 10.6084/m9.figshare.31135159.v1
title: Supporting datasets and code for Carbon Self-Offset Compensation Pathways in China’s Coastal Aquaculture

description: Supporting datasets and code for Carbon Self-Offset Compensation Pathways in China’s Coastal Aquaculture
DOI: 10.5281/zenodo.18348707
title: Lactic Acid-Driven Fatty Acid Accumulation in the Marine Microalga Crypthecodinium cohnii

description: This study evaluated whether the marine microalga Crypthecodinium cohnii can use lactic acid (LA) as a carbon source for biomass growth and DHA (omega-3) production. It assessed growth performance, lipid accumulation, fatty acid composition, lactic acid concentrations, and nitrogen sources in batch cultures. Results showed efficient LA assimilation, high lipid accumulation, and DHA levels reaching up to 47% of total fatty acids under optimized conditions.This dataset contains the raw and processed data supporting the submitted manuscript: 

Lactic Acid-Driven Fatty Acid Accumulation in the Marine Microalga Crypthecodinium cohniiKaterina Foka, Christina Ferousi, Anthi Karnaouri, Evangelos Topakas(Manuscript under review)



The dataset includes:- ZIP file (9 spreadsheets and 8 figures)

- readme.txt file as a metadata file
DOI: 10.3535/4nx-fhl-nf1
title: Reticunassa silvardi (H. H. Kool & H. Dekker, 2006)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qqw-fr8-6vx
title: Mitra stictica (Link, 1807)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/73h-p7a-934
title: Rhyssoplax olivacea (Spengler, 1797)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xde-0cj-yys
title: Albinaria forbesiana forbesiana (L. Pfeiffer, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fm5-fgp-k42
title: Albinaria virginea strigata (L. Pfeiffer, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17617/3.9o0zny
title: Visualizing sub-organellar lipid distribution using correlative light and electron microscopy revision data

description: revison data for the following manuscript: https://doi.org/10.1101/2025.01.28.635245
DOI: 10.5281/zenodo.18348608
title: Sea-level-referenced local digital elevation model of the Mekong Delta and surroundings (TopoDEM)

description: This repository includes local elevation data (TopoDEM) of the Mekong Delta and its surroundings referenced to coastal sea level.

All details on the underlying data, interpolation of the digital elevation model (DEM) and processing steps are given in the README files and references therein.
DOI: 10.5281/zenodo.18348609
title: Sea-level-referenced local digital elevation model of the Mekong Delta and surroundings (TopoDEM)

description: This repository includes local elevation data (TopoDEM) of the Mekong Delta and its surroundings referenced to coastal sea level.

All details on the underlying data, interpolation of the digital elevation model (DEM) and processing steps are given in the README files and references therein.
DOI: 10.15468/dl.b6sd76
title: Occurrence Download

description: A dataset containing 68957 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alytes obstetricans",
 "Country is one of (Spain, Portugal, France, Italy)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 68957 records from 1275 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006970-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12039917
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.xznnaj
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Elephas maximus Linnaeus, 1758)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016088-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q6y4t7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Elephas maximus Linnaeus, 1758)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016087-250525065834625/datasets/export for details.
DOI: 10.15468/dl.qet8sh
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Sceloporus cryptus Smith & Lynch, 1967"
 ]
}

 The dataset includes 120 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016085-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wabsdx
title: Occurrence Download

description: A dataset containing 4453 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Elephas maximus Linnaeus, 1758)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 4453 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016086-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.687j8t
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Liolaemus canqueli Cei, 1975"
 ]
}

 The dataset includes 100 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001543-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17607483
title: Update for Vinnytisa_hydronetwork

description: Main dataset - https://zenodo.org/records/17437394
DOI: 10.5281/zenodo.17607484
title: Update for Vinnytisa_hydronetwork

description: Main dataset - https://zenodo.org/records/17437394
DOI: 10.15468/dl.55h2zk
title: Occurrence Download

description: A dataset containing 627955 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((4.58773 52.3309,4.69146 52.3309,4.69146 52.42121,4.58773 52.42121,4.58773 52.3309))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 627955 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032775-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17602511
title: CLINICO-RADIOLOGICAL CORRELATION OF MRI BRAIN FINDINGS AT DIAGNOSIS AND AFTER SIX MONTHS OF TREATMENT IN INFANTILE TREMOR SYNDROME

description: This prospective cohort study was conducted and in a period of 18 months at tertiary care hospital. 49 Children of age group 6 month - 3 years, who diagnosed as ITS, were included in this study. Clinical, haematological and biochemical profile data of each case and their mother was recorded in predesigned proforma. Non contrast MRI brain of each patient was done just after stabilization and at 6 months, during follow up along with Clinical, haematological and biochemical profile.
DOI: 10.15468/dl.f4xh4h
title: Occurrence Download

description: A dataset containing 553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Desmodium uncinatum"
 ]
}

 The dataset includes 553 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032779-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g9usv5
title: Occurrence Download

description: A dataset containing 3088 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Nymphaea ampla"
 ]
}

 The dataset includes 3088 records from 170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032780-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1137581
title: Images and a Vector Graphic from an Archaeological Watching Brief at 28 Main Street, Fleckney, Leicestershire, April 2023

description: This collection consists of images and a vector graphic from an archaeological watching brief carried out by University of Leicester Archaeological Services. Work occurred in the grounds of 28 Main Street, Fleckney, Leicestershire, in April 2023. An undated ditch was observed in Plot 1 and a dumped material was seen in the section of Plot 2. Late medieval pottery was recovered from topsoil. No archaeological remains were identified in the Garage slot.
DOI: 10.15468/dl.m97s3y
title: Occurrence Download

description: A dataset containing 8809823 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((180 -44.3,173 -44.3,173 -47.5,170 -47.5,157 -47.5,157 -45.9,150 -45.9,150 -47.5,143 -47.5,143 -45.8,140 -45.8,140 -44.5,137 -44.5,137 -43,135 -43,135 -41.7,131 -41.7,131 -40.1,115 -40.1,92 -40.1,92 -41.4,78 -41.4,78 -42.3,69 -42.3,69 -43.3,47 -43.3,47 -41.7,30 -41.7,12 -41.7,12 -40.3,10 -40.3,10 -38.3,-5 -38.3,-5 -38.9,-9 -38.9,-9 -40.2,-13 -40.2,-13 -41.4,-21 -41.4,-21 -42.5,-39 -42.5,-39 -40.7,-49 -40.7,-49 -48.6,-54 -48.6,-54 -55.7,-62.7972582608082 -55.7,-64 -55.7,-64 -57.8,-71 -57.8,-71 -58.9,-80 -58.9,-80 -40,-125 -40,-167 -40,-167 -42.6,-171 -42.6,-171 -44.3,-180 -44.3,-180 -90, 0 -90,180 -90,180 -44.3))"
 ]
}

 The dataset includes 8809823 records from 2332 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032757-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25421/yorksj.29108471
title: Data Set_Smartphone Screen Damage Detection.zip

description: This project aims to automate the detection of cracks in smartphone screens to ensure fairness and standardization in the used phone market. It employs a Convolutional Neural Network (CNN) model trained on a custom image dataset to classify screens as cracked or non-cracked, achieving an accuracy of 92%. Unlike traditional manual inspection methods, the CNN-based approach offers consistent, objective, and scalable evaluation. Challenges include detecting rare crack patterns, handling variable lighting conditions, and mitigating overfitting due to limited data. Future improvements will explore advanced architectures and data augmentation techniques to enhance model robustness and generalizability.
DOI: 10.17632/bmvddxb2zt
title: A Unified Multi-Variable Spatiotemporal Downscaling Approach for High-Resolution Tropical Cyclone Detection Using Deep Learning

description: There are codes and models of article "A Unified Multi-Variable Spatiotemporal Downscaling Approach for High-Resolution Tropical Cyclone Detection Using Deep Learning" .
DOI: 10.17632/bmvddxb2zt.1
title: A Unified Multi-Variable Spatiotemporal Downscaling Approach for High-Resolution Tropical Cyclone Detection Using Deep Learning

description: There are codes and models of article "A Unified Multi-Variable Spatiotemporal Downscaling Approach for High-Resolution Tropical Cyclone Detection Using Deep Learning" .
DOI: 10.57745/wfoehy
title: IEFC_data_douglas_21.08.2025.csv

description: :unav
DOI: 10.57745/v3o9fd
title: Dataset on Douglas fir global distribution

description: Dataset regarding the global distribution of Douglas fir (Pseudotsuga menziesii), its area and volume per country, and national studies shedding light on the species adaptation to current and future conditions Last update : 21/08/2025
DOI: 10.15468/dl.xq8hhw
title: Occurrence Download

description: A dataset containing 2551 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Emys orbicularis"
 ]
}

 The dataset includes 2551 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007839-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48329/dfh8-2e70
title: CPRD Aurum December 2025

description: The CPRD Aurum database contains longitudinal routinely-collected electronic health records (EHR) from UK primary care practices using EMIS® general practice patient management software. The database captures information on demographic characteristics; diagnoses and symptoms; drug exposures; vaccination history; laboratory tests; and referrals to hospital and specialist care.
description: Access to anonymised data from CPRD is subject to a full licence agreement containing detailed terms and conditions of use. Anonymised patient datasets can be extracted for researchers against specific study specifications, following protocol approval via CPRD's Research Data Governance Process. Further information is available at https://www.cprd.com/data-access.
description: Please contact enquiries@cprd.com for further information or if you have any questions.