Skip to main content
Powered by ShareScore

Find research datasets worth reusing

Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.

13

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

13 results for “Evidence based medicine”

Learn how ShareScore rates datasets ↗
zenodo44/100

CT-EBM-SP - Corpus of Clinical Trials for Evidence-Based-Medicine in Spanish (version 2)

<p>A collection of <strong>1200 texts</strong> (292173 tokens) about<strong> clinical trials studies</strong> and <strong>clinical trials announcements</strong> in <strong>Spanish</strong>:</p> <p>- 500 abstracts from journals published under a Creative Commons license, e.g. available in PubMed or the Scientific Electronic Library Online (SciELO).<br>- 700 clinical trials announcements published in the European Clinical Trials Register and Repositorio Espa&ntilde;ol de Estudios Cl&iacute;nicos.</p> <p>Texts were annotated with the following entities types:</p> <p>- <strong>Semantic groups from the Unified Medical Language System</strong>:&nbsp;<br>&nbsp; &bull; ANAT: anatomy<br>&nbsp; &bull; CHEM: pharmacological and chemical substances<br>&nbsp; &bull; DEVI: medical devices<br>&nbsp; &bull; DISO: pathologic conditions&nbsp;<br>&nbsp; &bull; LIVB: living beings, included the human being<br>&nbsp; &bull; PHYS: physiological processes<br>&nbsp; &bull; PROC: lab tests, diagnostic or therapeutic procedures<br>- <strong>Medical drug information</strong>:<br>&nbsp; &bull; Contraindicated: a contraindicated drug or treatment<br>&nbsp; &bull; Dose: dose or strength<br>&nbsp; &bull; Form: dosage form<br>&nbsp; &bull; Route: administration route or mode<br>- <strong>Temporal expressions</strong> &nbsp;<br>&nbsp; &bull; Age<br>&nbsp; &bull; Date<br>&nbsp; &bull; Duration<br>&nbsp; &bull; Frequency<br>&nbsp; &bull; Time<br>- <strong>Miscellaneous medical entities</strong>:&nbsp;<br>&nbsp; &bull; Concept: abstract concepts, statistical tests or measurement scales<br>&nbsp; &bull; Food: foods or drinks<br>&nbsp; &bull; Observation: medical observations or clinical findings<br>&nbsp; &bull; Quantifier_or_Qualifier: quantifier or qualifier adjective<br>&nbsp; &bull; Result_or_Value: result or value of a measurement, laboratory analysis or procedure<br>- <strong>Negation/Speculation</strong>: &nbsp;<br>&nbsp; &bull; Neg_cue: negation cue<br>&nbsp; &bull; Negated: negated event<br>&nbsp; &bull; Spec_cue: speculation cue<br>&nbsp; &bull; Speculated: speculated or uncertain event<br>- <strong>Attributes</strong>:&nbsp;<br>&nbsp; &bull; Temporality:<br>&nbsp; &nbsp; ◦ History_of: past event<br>&nbsp; &nbsp; ◦ Future: future event<br>&nbsp; &bull; Experiencer:<br>&nbsp; &nbsp; ◦ Patient: patient or participant on a clinical trial<br>&nbsp; &nbsp; ◦ Family_member<br>&nbsp; &nbsp; ◦ Other: other person different from the patient or the family member</p> <p>86 389 entities and 16 590 attributes were annotated. 10% of the corpus was doubly annotated, and high inter-annotator agreement (IAA) values were achieved: F1-score = 0.84% for entities; and F1-score = 0.88% for attributes (both in strict match).&nbsp;</p> <p>The dataset includes the <strong>texts and annotations used for the human evaluation</strong> of the medical named entity tool:</p> <p>- 100 clinical trial announcements from EudraCT not used for system development: we provide files of the version revised by medical professionals (Reference folder)<br>- 100 clinical cases with Creative Commons license: we provide files with the files revised by medical professionals (Reference folder). These data come from:</p> <p>&nbsp; &nbsp;&bull; Urgencias Bidasoa (https://urgenciasbidasoa.wordpress.com/casos-clinicos-3/)<br>&nbsp; &nbsp;&bull; Hipocampo.org (https://www.hipocampo.org/)<br>&nbsp; &nbsp;&bull; Cases published by Sociedad Andaluza de Medicina Familiar y Comunitaria (SAMFyC): we are greatly thankful for giving us permission to use these cases and we acknowledge that the copyright belongs to the authors' contents. Clinical cases were extracted from books published from 2016 to 2022 (https://www.samfyc.es/tipos-publicacion/publicaciones/).<br>&nbsp; &nbsp;<br>If you use these data, please, acknowledge the copyright and intellectual property rights to the authors' contents.</p> <p>The dataset is freely distributed for research and educational purposes under a Creative Commons Non-Commercial Attribution (CC-BY-NC-A) License.</p> <p>If you use the CT-EBM-SP vs. 2 dataset, please, cite as follows:</p> <p>Campillos-Llanos, L., A. Valverde-Mateos &amp; A. Capllonch-Carrion (2024) Hybrid natural language processing tool for semantic annotation of medical texts in Spanish. BMC Bioinformatics. BioMed Central.</p>

opencc-by-nc-4.0Sep 2024View details →
zenodo40/100

Evidence-based medicine (EbM): Three-pillar model II

<p>The three-pillar model of evidence-based medicine (EbM) is based on integrating</p> <p>individual clinical expertise [professional knowledge, professional experience] with the best available external evidence from systematic research [studies/evidence/knowledge] and the wishes and needs of the patient [citizen/society/region].</p> <p>The ideas were introduced by David Lawrence Sackett (https://de.wikipedia.org/wiki/David_Sackett, https://ebmlive.org/). EbM has served and continues to serve the better treatment and care of patients based on scientifically verifiable, evident decisions.</p>

opencc-by-4.0Sep 2023View details →
zenodo40/100

Evidence-based medicine (EbM): Three-pillar model I

<p>The three-pillar model of evidence-based medicine (EBM) is based on integrating</p> <p>individual clinical expertise [professional knowledge, professional experience] with the best available external evidence from systematic research [studies/evidence/knowledge] and the wishes and needs of the patient [citizen/society/region].</p> <p>The ideas were introduced by David Lawrence Sackett (https://de.wikipedia.org/wiki/David_Sackett, https://ebmlive.org/). EbM has served and continues to serve the better treatment and care of patients based on scientifically verifiable, evident decisions.</p>

opencc-by-4.0Sep 2023View details →
zenodo36/100

CT-EBM-SP - Corpus of Clinical Trials for Evidence-Based-Medicine in Spanish

<p>A collection of 1200 texts (292 173 tokens) about clinical trials studies and clinical trials announcements in Spanish:</p> <p>- 500 abstracts from journals published under a Creative Commons license, e.g. available in PubMed or the Scientific Electronic Library Online (SciELO).<br> - 700 clinical trials announcements published in the European Clinical Trials Register and Repositorio Espa&ntilde;ol de Estudios Cl&iacute;nicos.</p> <p>Texts were annotated with entities from the Unified Medical Language System semantic groups: anatomy (ANAT), pharmacological and chemical substances (CHEM), pathologies (DISO), and lab tests, diagnostic or therapeutic procedures (PROC). 46 699 entities were annotated (13.98% are nested entities). 10% of the corpus was doubly annotated, and inter-annotator agreement (IAA) achieved a mean F-measure of 85.65% (&plusmn;4.79, strict match) and a mean F-measure of 93.94% (&plusmn;3.31, relaxed match).&nbsp;</p> <p>The corpus is freely distributed for research and educational purposes under a Creative Commons Non-Commercial Attribution (CC-BY-NC-A) License.</p>

opencc-by-4.0Feb 2021View details →
ClinicalTrials.gov32/100

Evaluation of Educational Intervention to Teach Principles of Evidence-based Medicine (EbM) in Biology Classes

ClinicalTrials.gov study NCT01567267. IPD Sharing: Not stated. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Optimizing the Scalability of Evidence-Based Behavioral Sleep Medicine Practices With a Digital Health Platform

ClinicalTrials.gov study NCT04366284. IPD Sharing: Not stated. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

IDOMENEO - Is Treatment Reality in Vascular Medicine Evidence-based and Follows Guideline Recommendations? A Project for Quality Development Exemplified by Peripheral Arterial Disease (PAD)

ClinicalTrials.gov study NCT03098290. IPD Sharing: UNDECIDED. Countries: 1. Publications: 16.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov32/100

Evidence-Based Medicine Electronic Decision Support Study

ClinicalTrials.gov study NCT00915304. IPD Sharing: Not stated. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
dryad32/100

Data from: A study of how using an interactive multimedia e-book improves teachers’ ability to teach evidence-based medicine, depending on their seniority

Open the record for dataset details and reuse information.

publicDec 2019View details →
zenodo28/100

Figure 1 from: Gunina LM, Shustov YeB, Belenichev IF, Vysochina NL, Golovashchenko RV, Morozova O (2022) Specialized nutrition for athletes: evaluation of ergogenic action using the principles of evidence-based medicine. Pharmacia 69(1): 37-44. https://doi.org/10.3897/pharmacia.69.e76599

Figure 1 The impact of the MioAktiv product course usage on physical work capacity of laboratory animals during load modelling.

opencc-by-4.0Jan 2022View details →
ClinicalTrials.gov24/100

Personalized Evidence-based Medicine in Patients With Atrial Fibrillation

ClinicalTrials.gov study NCT04774341. IPD Sharing: NO. Countries: 1. Publications: 0.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov24/100

Use of Wikis and Evidence-Based Medicine in Surgical Practice

ClinicalTrials.gov study NCT01051050. IPD Sharing: Not stated. Countries: 1. Publications: 0.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov20/100

Evidence Based Medicine in General Practice

ClinicalTrials.gov study NCT01801683. IPD Sharing: Not stated. Countries: 0. Publications: 0.

restrictedIPD-UNDECIDEDFeb 2026View details →

ScienceDex guides

Understand access before you commit

These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

Compare curated datasets

Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record