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C
Cristina G.

Cristina G.

Consultant Radiologist — Fetal MRI & Paediatric Neuroradiology

Romania flagBucharest, Romania

Key Skills

Software

No software listed

Top Subject Matter

Medical imaging (radiology) — subspecialised in fetal MRI
paediatric neuroradiology
obstetric/gynaecologic ultrasound. Industry: healthcare / medical AI.

Top Data Types

ImageImage
Medical DicomMedical Dicom

Top Task Types

Bounding BoxBounding Box
PolygonPolygon
Point/Key PointPoint/Key Point
SegmentationSegmentation
ClassificationClassification
Object DetectionObject Detection

Freelancer Overview

The core of medical annotation — accurate identification of findings, consistent application of diagnostic criteria, and reliable ground-truth judgement on complex cases — is exactly my daily clinical work, and especially valuable in low-volume, high-complexity domains like fetal and paediatric neuroimaging where expert-labelled data is scarce. While newer to dedicated AI training workflows, the tools transfer directly: I work routinely in DICOM viewers, report against structured frameworks such as O-RADS, and follow detailed project-specific guidelines. I am well suited to ground-truth annotation and segmentation, validation of AI-generated radiology outputs, edge-case adjudication, and QA, and am available for remote, project-based work.

Labeling Experience

I don't have prior formal data labeling experience — my background is clinical.

I don't have prior formal data labeling experience — my background is clinical.

Not specified

Education

P

Postgraduate Diploma in Ante- and Perinatal Imaging, Université Paris V (Paris Descartes), 2009

Degree not specified

Not specified
Not specified

Work History

1

18+ years of clinical experience and a defined subspecialty in fetal MRI and fetal/paediatric neuroimaging

EU-qualified consultant radiologist

Location not specified
Not specified