Learn how Aya’s image labeling solutions helped Cydar Medical enhance diagnostic accuracy, scale operations, and maintain precise medical labeling standards.
When Cydar Medical needed to enhance their medical imaging capabilities with precise data labeling, they turned to Aya Data. What began as a focused project on aorta labeling evolved into a comprehensive partnership, demonstrating how AI-driven solutions can transform healthcare imaging accuracy and efficiency.
The Challenge
Cydar Medical faced two critical challenges in their medical imaging operations:
– Maintaining consistent, highly accurate labeling that met stringent medical standards
– Scaling their imaging capabilities while ensuring quality and precision – as their imaging needs grew, they needed a reliable team to handle large-scale data.
Why Data Labelling is Critical
Thrombus Labeling:
1. Clinical Diagnosis: Accurate identification of blood clots is crucial for conditions like Deep Vein Thrombosis (DVT) or pulmonary embolism.
2. Treatment Planning: Helps healthcare providers develop effective treatment plans.
3. Research and Development: Supports the creation of algorithms for automated thrombus detection.
Stent Labeling:
1. Post-Procedure Evaluation: Essential for assessing stent placement and function after procedures.
2. Complication Monitoring: Aids in identifying issues like stent thrombosis or restenosis.
3. Training and AI Development: Vital for training AI algorithms to recognize stents in medical images.
Semantic Aorta Labeling:
1. Anatomical Clarity: Provides clear delineation of the aorta, aiding in better assessment.
2. Surgical Planning: Assists surgeons in planning aortic repairs or interventions.
3. Clinical Research: Essential for research on aortic diseases and the development of predictive models.
How Aya Data helped
Aya Data implemented a phased approach to medical image labeling:
Phase 1: Aorta Labeling
Our initial engagement focused on semantic labeling of aorta images, where we demonstrated exceptional accuracy and consistency. This foundation established trust and proved our capability to handle sensitive medical data.
Phase 2: Expanded Services
Building on our success, we extended our expertise to include:
– Thrombus labeling for precise blood clot identification
– Stent labeling for post-procedure monitoring
– Enhanced aorta labeling for surgical planning
Impact and Results
As a result of the partnership with Aya Data, Cydar Medical has realized the following benefits:
1. Clinical Improvements
– Enhanced diagnostic accuracy for conditions like Deep Vein Thrombosis and pulmonary embolisms
– Improved surgical planning capabilities through precise anatomical mapping
– More effective post-procedure monitoring of stent placements
2. Operational Benefits
– Streamlined data processing for faster model development
– Consistent quality across large-scale imaging projects
– Reduced time-to-insight for medical professionals
3. Long-term Value
– Supported development of automated detection algorithms
– Enhanced research capabilities for aortic diseases
– Improved training datasets for AI model development
Feedback from our Client
“Aya Data has performed complex 3D data labelling tasks with our machine learning team at Cydar Medical and helped us accelerate our research and development. We especially value their diligence, attention to detail, focus on high quality, excellent teamwork and communication, and record of delivering projects on time and on budget.”
Tom Carrell,
Founder and Chief Medical Officer, Cydar Medical
Looking ahead
Our ongoing collaboration with Cydar Medical continues to push the boundaries of what’s possible in medical imaging, supporting their mission to improve patient care through advanced technology.
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