Jun 30, 2020 · We investigate the use of image-and-spatial transformer networks (ISTNs) to tackle domain shift in multi-site medical imaging data.

Sep 29, 2020 · We investigate the use of image-and-spatial transformer networks (ISTNs) to tackle domain shift in multi-site medical imaging data.

We investigate the use of image-and-spatial transformer networks (ISTNs) to tackle domain shift in multi-site medical imaging data.

Image-level Harmonization of Multi-Site Data using Image-and-Spatial Transformer Networks · Robert Robinson, Q. Dou, +5 authors. B. Glocker · Published in ...

Jul 13, 2020 · We investigate the use of image-and-spatial transformer networks (ISTNs) to tackle domain shift in multi-site medical imaging data.

The aim of this review is to identify research directions, gaps in knowledge, applications, and widely used strategies among the transfer learning approaches ...

August 15, 2024. Image-level Harmonization of Multi-Site Data using Image-and-Spatial Transformer Networks. BACK. Oxford University.

Image-Level Harmonization of Multi-site Data Using Image-and-Spatial Transformer Networks. R. Robinson, Q. Dou, D. de Castro, K. Kamnitsas, M. de Groot, ...

Dive into the research topics of 'Image-Level Harmonization of Multi-site Data Using Image-and-Spatial Transformer Networks'. Together they form a unique ...

PURPOSE This paper presents a new deep learning (DL) method for the harmonization of bone microstructural images derived from low- and high- ...