![]() Minimal Data Maturity with ISA - ISA-Tab and free textĮnhanced Data Maturity with ISA - ISA-JSON and ontology markup Improving dataset maturity - the MIAPPE use case Using OpenRefine and Karma for FAIRificationĬhanging culture with the Dataset Maturity Model ![]() Introducing vocabulary portals and lookup servicesĥ.2. Deploying a data catalogue - The IMI data catalogue exampleĥ.1. Introducing identifier resolution servicesĤ. Expressing Clinical Genetic Information as FHIR JSONġ. Surveying extraction, transformation, load (ETL) toolsġ5. Inventorying tools for converting data to RDFġ4. Validating file format - FASTQ exampleġ3. Converting from proprietary to open formatġ2. Outlining a metadata profile for Bioactivity dataġ1. Building a community compliant metadata profile - The Covid19 sample profile use caseġ0.4.3. Outlining a metadata profile for transcriptomicsġ0.4.2. Mapping Ontologies with OxO, EBI Ontology Xref Serviceġ0.4.1. Defining competency questions for the Ontology ROBOT use caseĨ. Building an application ontology for metabolomics - MSIOħ.11.2. Building an application ontology with ROBOTħ.11.1. Introducing ontology-related tools and servicesħ. ![]() Requesting new terms from terminologies and ontologiesĦ. Introducing terminologies and ontologiesĤ. Mapping identifiers using BridgeDb web servicesģ. Interlinking data from different sourcesĢ.11.1. Marking up Data Catalogue page with & Bioschemas for SEOġ. Marking up Dataset page with & Bioschemas for SEOĩ.9.3. ![]() Marking up Data pages with & Bioschemas for SEOĩ.9.2. Introducing Search Engine Optimization (SEO)ĩ.9.1. Validating checksums to verify file integrityĩ. Depositing to generic repositories - Zenodo use caseĨ. Minting identifiers with Globus Minid clientĥ. Creating InChI & SMILES identifiers for chemical structuresĤ. Introducing unique, persistent identifiersĢ. Reflecting on Practical Considerations for CROs to play FAIRġ. Raising Awareness in Public Knowledge Graphs for Life Sciences Training for FAIRification with open or synthetic biomedical datasets Understanding the relation between FAIR and Knowledge Graphs ![]()
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