Dermoscopy Differential Diagnosis Explorer (D3X) Ontology to Aggregate and Link Dermoscopic Patterns to Differential Diagnoses: Development and Usability Study.
JMIR Med Inform
; 12: e49613, 2024 Jun 21.
Article
in En
| MEDLINE
| ID: mdl-38904996
ABSTRACT
BACKGROUND:
Dermoscopy is a growing field that uses microscopy to allow dermatologists and primary care physicians to identify skin lesions. For a given skin lesion, a wide variety of differential diagnoses exist, which may be challenging for inexperienced users to name and understand.OBJECTIVE:
In this study, we describe the creation of the dermoscopy differential diagnosis explorer (D3X), an ontology linking dermoscopic patterns to differential diagnoses.METHODS:
Existing ontologies that were incorporated into D3X include the elements of visuals ontology and dermoscopy elements of visuals ontology, which connect visual features to dermoscopic patterns. A list of differential diagnoses for each pattern was generated from the literature and in consultation with domain experts. Open-source images were incorporated from DermNet, Dermoscopedia, and open-access research papers.RESULTS:
D3X was encoded in the OWL 2 web ontology language and includes 3041 logical axioms, 1519 classes, 103 object properties, and 20 data properties. We compared D3X with publicly available ontologies in the dermatology domain using a semiotic theory-driven metric to measure the innate qualities of D3X with others. The results indicate that D3X is adequately comparable with other ontologies of the dermatology domain.CONCLUSIONS:
The D3X ontology is a resource that can link and integrate dermoscopic differential diagnoses and supplementary information with existing ontology-based resources. Future directions include developing a web application based on D3X for dermoscopy education and clinical practice.
OWL; biomedical ontology; dermatology; dermoscopic; dermoscopy; dermoscopy differential diagnosis explorer; diagnoses; diagnosis; diagnostic; differential diagnosis; information retrieval; information storage; information storage and retrieval; medical informatics; ontologies; ontology; semiotic; skin; skin diseases; skin lesion; visual; visualization; vocabulary; web app; web application; web ontology language
Full text:
1
Collection:
01-internacional
Database:
MEDLINE
Language:
En
Journal:
JMIR Med Inform
Year:
2024
Document type:
Article
Affiliation country: