Pose-aware Deep Similarity
CARS 2026, Nagoya, Japan
A pose-conditioned similarity learning framework for improving registration convergence in medical 2D/3D alignment tasks.
Ongoing projects
Veriserum
MICCAI 2025, Daejeon, Korea
Dual-plane fluoroscopic dataset for knee joint analysis
Fluoro2DRR Image Translation for Registration
ISBI 2026, Excel, London, UK
A deep learning-based framework to translate noisy fluoroscopic images into DRR-like representations to improve registration robustness.
Deep Auto Match (DAM)
Ongoing, welcome to join this project, location: ETH Zürich, GLC H floor
PyTorch3D Differentiable DRR Renderer
ISB 2025, Congress of the International Society of Biomechanics, Stockholm, Sweden
A PyTorch3D-based volumetric and surface renderer for digital reconstructed radiography (DRR).