Key Responsibilities
Machine Learning & Deep Learning
- Build and implement machine learning and deep learning models for medical imaging tasks
- Work on segmentation, classification, anomaly detection, and quantitative analysis of imaging data
Medical Imaging Expertise
- Handle 2D/3D DICOM datasets, image reconstruction, preprocessing, and annotation
- Integrate imaging data with PACS systems and other clinical workflows
Model Deployment & Validation
- Deploy AI/ML models in clinical-grade environments with focus on explainability, validation, and regulatory compliance
- Continuously optimize models for accuracy, efficiency, and reliability
Collaboration & Documentation
- Work with cross-functional teams to gather requirements and implement AI solutions
- Maintain thorough documentation for models, datasets, and deployment processes
