Ananya Bal
Papers
2
Total Citations
4
H-Index
2
About
Ananya Bal is a rising researcher at the intersection of robotics, computer vision, and medical imaging, with a primary focus on advancing robotic ultrasound systems (RUS). Her work addresses the critical shortage of skilled sonographers by developing autonomous pipelines for ultrasound scanning and analysis. In her 2023 paper, "A Curvature and Trajectory Optimization-based 3D Surface Reconstruction Pipeline for Ultrasound Trajectory Generation," Bal introduces a novel method for generating optimal scanning trajectories, enabling robots to autonomously navigate complex anatomical surfaces—a key step toward fully automated, human-free ultrasound procedures. Complementing this, her work "Unsupervised Deformable Ultrasound Image Registration and Its Application for Vessel Segmentation" presents U-RAFT, a deep-learning model that performs real-time, deformable image registration without requiring labeled training data. This innovation not only improves the accuracy of vessel segmentation but also enhances the robustness of ultrasound-guided interventions. Though early in her career, Bal’s contributions are already cited in emerging RUS literature, highlighting her potential to shape the future of autonomous medical imaging. Her research promises to make ultrasound diagnostics more accessible, consistent, and efficient in clinical settings.
Research Focus
Key Achievements
Top Papers
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