Data · dataset · 2025
Systematic review data for the IMPROVE project
Listed in IISH Dataverse
The EU-funded IMPROVE project seeks to build a platform that enables the smart use of patient-generated health data (PGHD), thereby enhancing digital healthcare efficiency.
Description
This dataset results from a large-scale systematic literature search carried out within the IMPROVE project, concerning the use of PGHD in treatments of five categories of chronic diseases: cardiovascular disease, chronic inflammation, neurology, oncology, and ophthalmology.
Specifically, the dataset contains the metadata of 12.473 studies returned by databases, such as title, abstract and DOI, as well as inclusion decisions. It can be used to aid the understanding of PGHD use in healthcare and the development of AI-assisted systematic review tools. The screening process contained various screening steps and quality checks, which are described in a data paper that will be published later.
Read the rest (2 more)
As soon as it is published, we will reference it here. The file IMPROVE_all_screening_labels_2019_2024.xlsx contains 2 tabs: - Data: this tab contains all the metadata and labeling decisions for all records. - Codebook: this tab contains the description of all columns in the data tab. For those without access to excel, we included the files IMPROVE_all_screening_labels_2019_2024.csv and Codebook.pdf.
These are exact copies of the excel file, but without the formatting for the csv file.
Links
Where it is published
- Dataverse dataset page dataverse.nl/dataset.xhtml?persistentId=doi%3A10.34894%2FEVYU9X ↗
landing page · from datasets iisg amsterdam
- DOI doi.org/10.34894/evyu9x ↗
DOI / persistent id · from datasets iisg amsterdam
Catalogue records · 1
- Dataverse API dataverse.nl/api/datasets/:persistentId/?persistentId=doi%3A10.34894%2FEVYU… ↗
metadata API · from datasets iisg amsterdam
Topics
- Stated by source
- Computer and Information Science · Medicine, Health and Life Sciences
- From keywords
- Artificial intelligence · Computer Science & AI · Life Sciences · Medicine & Health
- Inferred from text
- Cardiovascular disease 75% · Disease 75%
Provenance · 1 source records, 14 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| IISH Dataverse | doi:10.34894/EVYU9X | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[disease].local:disease:cardiovascular-disease | enrichment · datasets iisg amsterdam | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[disease].local:disease:disease | enrichment · datasets iisg amsterdam | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].anzsrc:group:4602 | mapping · datasets iisg amsterdam | vocabulary-mapper@1.0.0 | keywords['Artificial Intelligence'] |
| concepts[field].dataverse_subject:computer-and-information-science | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].dataverse_subject:medicine-health-and-life-sciences | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].local:field:computer-science-ai | mapping · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].local:field:life-sciences | mapping · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| concepts[field].local:field:medicine-health | mapping · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /subjects |
| created_date | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | |
| description | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /description |
| publication_date | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | |
| title | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | /name |
| updated_date | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 | |
| version_label | source · datasets iisg amsterdam | connector:datasets_iisg_amsterdam@1.0.0 |