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Best Data Annotation Platforms and Services for medical imaging annotation, According to AI | Parse

Markets
Artificial Intelligence
Data Annotation Platforms and Services
Medical imaging annotation

Data Annotation Platforms and ServicesMedical imaging annotation

Best medical imaging annotation, according to AI

Who AI recommends, and when it changes.

Data as of Apr 11, 2026 · Based on 38 AI answers · A buyer need in Data Annotation Platforms and Services. · See how Parse measures this

Recommendation share

iMerit leads at 21% of AI recommendations; Shaip follows at 21%.

By platform

Platforms disagree: Shaip leads on Google AI Overviews, Axonate Tech on ChatGPT.

What buyers actually ask

Representative prompts behind this market ranking, and how AI tends to answer.

See where your brand stands in this ranking

iMerit and Shaip are the most frequently recommended services for medical imaging annotation, tied in recommendation volume across AI assistants. This near-duopoly reflects their prominence in employing certified radiologists and delivering HIPAA-compliant workflows for diagnostic AI models. Both are routinely surfaced when buyers ask specifically for radiology expertise in data labeling.

#BrandRecommendation share

1

Why here: Repeatedly cited for full-stack radiology annotation powered by US board-certified radiologists in Ango Hub. · 3 sources

2

Why here: Praised for HIPAA-compliant labeling by radiologists and clinical experts, with strong oncology and cardiology focus. · 3 sources

3

Why here: Recommended for end-to-end radiology annotation with expert reviews from medical professionals. · 3 sources

4

Why here: Specializes in radiology-only data labeling, covering CT, X-ray, MRI, and mammography. · 3 sources

5

Why here: Mentioned for medical imaging analysis with radiologist-led annotation of tumors and anomalies. · 3 sources

6

Why here: Known for board-certified radiologist annotation services. · 1 source

up 4

7

Why here: Radiologist-led annotation for identifying abnormalities in radiology and pathology scans. · 1 source

up 4

8

Why here: Managed workforce for radiograph annotation with medical expert validation. · 1 source

up 4

9

Why here: Distinguished by a dedicated team of board-certified radiologists for benchmarking and validation. · 2 sources

down 3

10

Coral Mountain Data3%

up 3

11

up 3

12

FiveS Digital3%

Why here: Offers managed teams with clinical expert feedback and multi-tier validation for complex imaging. · 2 sources

down 5

13

up 2

14

up 2

15

Why here: Focused on clinical-grade annotation by medical professionals for CT, MRI, and X-ray. · 2 sources

down 7

16

up 1

17

up 1

18

Why here: Medical-grade annotation with access to qualified radiologists and pathologists for high-complexity tasks. · 2 sources

down 9

+and 14 more brands with emerging evidence·

Google AI Overviews

1Shaip
2iMerit
3Anolytics

ChatGPT

1Axonate Tech
2Coral Mountain Data
3iMerit

“Which data labeling services employ certified radiologists for medical imaging annotation?”
AI assistants respond to this question by naming services with board-certified radiologists, emphasizing iMerit's full-stack Ango Hub and Shaip's HIPAA-compliant workflows. and are also frequently recommended for their specialist radiology annotation capabilities.

Anolytics

Most cited: