Unverified50% confidenceFactExact time
Neonatal MRI data is difficult to obtain, annotation requires the participation of senior pediatric radiologists, and the scale of public datasets is limited.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/31/2026
First Seen
Valid until: 1/29/2027
Sources
Related Entities
Related Claims
UnverifiedSources of domain shift in the neonatal brain MRI setting include differences in magnetic field strength and coil design among scanners from different vendors, differences in scanning protocols across hospitals, and differences in the degree of brain development among individual patients.73% similarUnverified医学影像数据的挑战包括高维度（CT/MRI三维体数据）、样本严重不平衡（阳性样本约1-5%）、标注噪声和领域知识门槛高70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1121096API
curl https://kongchang.com/api/v1/knowledge/claims/1121096MCP
get_claim(id=1121096)