batmanlab/Mammo-CLIP

[MICCAI 2024, top 11%] Official Pytorch implementation of Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography

90 34 +0/wk

GitHub ✦ New Signal

GitHub

breast-cancer-classification breast-cancer-detection clip efficient-net efficientnet mammo-clip mammogram miccai miccai2024 multimodal retinanet rsna

Trend 0

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Multi-Source Signals

GitHub

stars 90

forks 34

Growth Velocity

batmanlab/Mammo-CLIP has +0 stars this period . Velocity data will be available after more historical data is collected.

Deep analysis is being generated for this repository.

Signal-backed technical analysis will be available soon.

Metric	Mammo-CLIP	GEMS	metaxy	vector-inference
Stars	90	90	87	95
Forks	34	4	5	13
Weekly Growth	+0	+2	+0	+0
Language	Python	Python	Python	Python
Sources	1	1	1	1
License	NOASSERTION	N/A	Apache-2.0	Apache-2.0

Capability Radar vs GEMS

Mammo-CLIP

GEMS

Maintenance Activity 100

Last code push 0 days ago.

Community Engagement 100

Fork-to-star ratio: 37.8%. Active community forking and contributing.

Issue Burden 70

Issue data not yet available.

Growth Momentum 30

No measurable growth in the current period (first-day cold start expected).

License Clarity 30

No clear license detected — proceed with caution.

Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.