MeshBrush: Painting the Anatomical Mesh with Neural Stylization for Endoscopy

no code implementations • 3 Apr 2024 • John J. Han, Ayberk Acar, Nicholas Kavoussi, Jie Ying Wu

We demonstrate that mesh stylization is a promising approach for creating realistic simulations for downstream tasks such as training and preoperative planning.

Neural Stylization Style Transfer +1

Depth Anything in Medical Images: A Comparative Study

no code implementations • 29 Jan 2024 • John J. Han, Ayberk Acar, Callahan Henry, Jie Ying Wu

Monocular depth estimation (MDE) is a critical component of many medical tracking and mapping algorithms, particularly from endoscopic or laparoscopic video.

Monocular Depth Estimation Self-Supervised Learning