Updated README.md.

README.md

@@ -10,13 +10,13 @@ license: other
 
 # vesselFM
 **TL;DR**: VesselFM is a foundation model for universal 3D blood vessel segmentation in arbitrary imaging domains.
-For details, please refer to our preprint (https://arxiv.org/pdf/2411.17386) and our GitHub repo (https://github.com/bwittmann/vesselFM).
+For details, please refer to our [manuscript](https://openaccess.thecvf.com/content/CVPR2025/html/Wittmann_vesselFM_A_Foundation_Model_for_Universal_3D_Blood_Vessel_Segmentation_CVPR_2025_paper.html) and our [GitHub repo](https://github.com/bwittmann/vesselFM).
 
 ---
 ### Checkpoints
 We provide the following checkpoints:
 
-- `vesselFM_base.pt`: VesselFM pre-trained on our three proposed data sources (D_real, D_drand, and D_flow). This checkpoint will be automatically downloaded in `vesselfm/seg/inference.py`.
+- `vesselFM_base.pt`: VesselFM variant pre-trained on our three proposed data sources (D_real, D_drand, and D_flow). This checkpoint will be automatically downloaded in `vesselfm/seg/inference.py`.
 
 
 ### Citing vesselFM