Ddxplus French is a large-scale dataset for Automatic Symptom Detection (ASD) and Automatic Diagnosis (AD) systems, released under a CC-BY license. The dataset contains patients synthesized using a proprietary medical knowledge base and a commercial rule-based AD system. It was created by aai530-group6 and last updated on 2024-01-22.
Use Cases
- Training Automatic Symptom Detection (ASD) models based on the described patient symptom sets.
- Developing Automatic Diagnosis (AD) systems based on the described pathology and antecedent data.
- Benchmarking medical AI systems using the described synthetic patient profiles.
- Analyzing the relationship between socio-demographic data and pathologies as described.
Strengths
- Released under a CC-BY license, which permits sharing and adaptation.
- Described as a large-scale dataset for medical AI tasks.
- Contains synthesized patients characterized by socio-demographic data, pathologies, symptoms, and antecedents.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count, file formats, and exact size are unknown, which may limit suitability assessment.
Provenance
- Source
- aai530-group6
- Collection Method
- Patients synthesized using a proprietary medical knowledge base and a commercial rule-based AD system.
- Time Range
- null
- Freshness
- Last updated 2024-01-22 03:35:29.
- Geography
- null