Helmholtz Imaging Annual Conference 2025

Session

Multi-modality / Scalability

Talk 6

25 Jun 2025, 16:00

Schinkelhalle Potsdam

Conveners

Multi-modality / Scalability: Virtual staining for 3D X-ray histology of bone implants with deep learning

• Sarah Irvine (Helmholtz-Zentrum Hereon)

25. Virtual staining for 3D X-ray histology of bone implants with deep learning

Three-dimensional X-ray virtual histology (XVH) techniques offer a powerful alternative to traditional 2D histology by enabling non-invasive, volumetric imaging of biological tissues without the need for time-consuming sectioning or staining. However, such XVH approaches inherently produce greyscale images characteristic of X-ray tomography and lack the biochemical specificity provided by...