Vocabulary

RADIOMICS

Radiomics Ontology

The Radiomics Ontology aims to cover the radiomics feature domain with a strong focus on first order, shape, textural radiomics features. In addition, in the original version. it includes classes about segmentation algorithms and imaging filters. Due to a recent collaboration with the IBSI (International Biomarkers Standardization Initiative), the ontology has been expanded (v 1.6) and it includes all the entities presented in the IBSI document. Therefore, a broad coverage of not only radiomics features, but also every entity (e.g.

ontology
A86

FAIR 45/48

Version 2026-09-04

Evaluated 26 Oct 2026

How scores work

Source & access

Homepageradiomics.org Repositorygithub.com DownloadCanonical file / PURL Browse in OLSEMBL-EBI Ontology Lookup ServiceBrowse in BioPortalNCBO BioPortalBrowse in OBO FoundryOBO Foundry registry

Portals & registries

SourceIDVersionClassesPropertiesIndividualsLoaded
OLS (EMBL-EBI)ro2026-09-04588369125 Oct 2026
OBO Dashboardro2026-09-0452——16 Sept 2026

Ontology IRI http://purl.obolibrary.org/obo/ro.owl
Version IRI http://purl.obolibrary.org/obo/ro/releases/2026-09-04/ro.owl

Languages en

Imports from (14)
BFO CHEBI CL COB ENVO GO IAO NCBITaxon OBI OGMS OMO PATO UBERON UPHENO

Reused by (196)
AGRO AISM AMPHX APOLLO_SV ARO BCO BSPO BTO CHMO CIDO CL CLAO CLO CLYH COB COLAO CTENO DDANAT DDPHENO DIDEO DOID DPO DRON ECAO ECOCORE ECTO EMAPA EMRO ENVO EXMO ExO FAO FBbt FBcv FBdv FLOPO FOODON FOVT FYPO GALLONT GECKO GENEPIO GENO GO GSSO HANCESTRO HAO HP HsapDv HSO HTN IAO ICEO ICO IDO INO LEPAO MAXO MCRO MmusDv MONDO MOP MP MPIO MRO NBO NCRO OAE OARCS OBA OBCS OBI OBIB OCCO OHD OHMI OHPI OlatDv OMIT OMP OMRSE ONS ONTOAVIDA ONTONEO OOSTT OPL OPMI ORNASEQ OVAE PAIN PATO PCL PCO PDRO PECO PHIPO PLANA PLANP PO PORO PPO PREFER PROCO PSDO PSO RBO SCDO SEPIO SLSO STATO TO TXPO UBERON UPHENO VO WBbt WBls WBPhenotype XAO XCO XPO ZECO ZFA ZFS ZP ADDICTO ADO AFO AfPO AIO BAO BCGO BCIO BMONT CARO CCF CCO CDNO CEPH CHEBI CHEMINF CHIRO CMPO COHO COVOC CPONT CRO DISDRIV DUO EC ECO EFO EHDAA2 ENM EPIO EUPATH FBbi FIDEO GEOGEO GEXO GMHO HCAO HGNC hgnc.genegroup HRA IDOCOVID19 LABO MCO MFMO MICRO MS MSIO NGBO OGSF OMIABIS ONE ORPHA ORTH PBPKO PdumDv PR PRIDE REHABO RETO REXO ROR SIBO SLM SWO T4FS TAO UPA VALUESETS VBO VSAO WIKIPATHWAYS

Logical consistency
consistent · 0 unsatisfiable
OWL 2 DL
yes
ROBOT report
0 errors · 144 warnings · 263 info
OBO principles
FP01FP02FP03FP04FP05FP06FP07FP08FP09FP11FP12FP16FP20
Axioms
6,426 · 12.39% entities reused

Also registered as
bioportal: RO

Automated evaluation

F Findable FAIR9/12
  • Persistent identifier (F1)purl.obolibrary.org+4
  • Indexed in services (F4)4: OLS, BioPortal, OBO Foundry, Bioregistry+5
  • Citable reference (F2)no reference publication listed0
A Accessible FAIR12/12
  • Homepage reachableHTTP 200+3
  • Artefact retrievable over HTTP(S) (A1)download HTTP 200+6
  • Metadata persists in a registry (A2)OBO Foundry, Bioregistry+3
I Interoperable FAIR12/12
  • Formal machine-readable format (I1)OWL, OBO+5
  • Semantic-web IRIs (I2)OWL, OBO+3
  • References other vocabularies (I3)imports 14: bfo, chebi, cl, cob, envo, go, iao, ncbitaxon…+4
R Reusable FAIR12/12
  • Clear license (R1.1)CC0 1.0+5
  • Release provenance (R1.2)2026-09-04 (version IRI in the artefact)+4
  • Community standards (R1.3)OBO principles: 12/13 checks pass+3
Q Ontology consistency & quality18/20
  • Logical consistencyconsistent, 0 unsatisfiable classes (OBO Dashboard)+10
  • OWL 2 DL profilein OWL 2 DL+2
  • Upper-ontology alignmentimports BFO, COB+3
  • Standard relations (RO)does not import the Relation Ontology0
  • ROBOT report: no errors0 errors+2
  • ROBOT report: warning density144 warnings / 52 classes = 2.770
  • Pitfall scan: no critical pitfallsno pitfall scan yet; ROBOT report has 0 errors+1
M Maintenance13/16
  • Recency2026-10-05 → 0.7 months (≤ 3 months)+10
  • Release cadence (12 months)3 releases (GitHub releases)+3
U Community adoption10/16
  • Documented adopting projects1 project+2
  • Reused by other ontologies196: agro, aism, amphx, apollo_sv, aro, bco…+4
  • Community signalmax(stars 113 → 4, citations 0 → 0)+4
P Penalties (inactivity & inconsistency)0
  • Time since last activity0.1 years → 4 × max(0, 0.1 − 1)0
  • Inactive statusnot archived, legacy or inactive0
  • Consistencyconsistent, no unsatisfiable classes0

FAIR subtotal 45/48 · earned 86/100 = 86/100 → grade A

Community adoption 1

  • geneontology.org

    RO is used for annotation extensions in the GO and GO Causal Activity Models.

    Source: OBO Foundry registry

Know a project that uses RADIOMICS? Suggest it.

History & changes 1 run

History starts with the first archived run; changes appear after the next evaluation.

RunScoreFAIRVersion evaluatedTermsSnapshot
26 Oct 2026, 03:31 UTC86 A452026-09-0458JSON

Provenance

Every fact on this page was fetched automatically. Each row shows where it came from and when. If a source fails, the last good value is kept and marked “carried forward”.

FactSourceRetrieved
Homepage link check (HTTP 200)radiomics.org26 Oct 2026, 03:17 UTC
Repository link check (HTTP 200)github.com26 Oct 2026, 03:17 UTC
Download link check (HTTP 200)purl.obolibrary.org26 Oct 2026, 03:17 UTC
Artefact header (version IRI)raw.githubusercontent.com26 Oct 2026, 03:17 UTC
Git refs (commit 1763bae, latest tag v2026-09-04)github.com26 Oct 2026, 03:17 UTC
GitHub repository statisticsapi.github.com26 Oct 2026, 03:17 UTC
OLS classes, imports, version & releaseebi.ac.uk26 Oct 2026, 03:09 UTC
OBO Foundry status, license & usagesobofoundry.org26 Oct 2026, 02:37 UTC
Bioregistry mappings, dependencies & reusebioregistry.io26 Oct 2026, 03:17 UTC
OBO Dashboard (checked 16 Sept 2026)dashboard.obofoundry.org26 Oct 2026, 02:37 UTC

Run 2026-10-26T02-37-38Z · evaluator v2.0.0 · rubric v3.4 · entry.json · run snapshot