-
model_4050_512_2_5e-3.pth
Mask R-CNN model for Vertebral Heart Size (VHS) estimation from lateromedial (LM) thoracic radiographs. The model performs anatomical structure segmentation required for cardiac measurements and VHS calculation.
-
model_5600_256_2_5e-3.pth
Mask R-CNN model for Cardiothoracic Ratio (CTR) estimation from ventrodorsal (VD) thoracic radiographs. The model performs heart and thoracic cavity segmentation for automated CTR measurement.
Mekonnen H.T. et al. (2025).
Deep learning framework for vertebral heart size and cardiothoracic ratio estimation in dogs and cats using thoracic radiographs.
Frontiers in Veterinary Science.
DOI:
https://doi.org/10.3389/fvets.2025.1612338
The models are intended for research and educational purposes.
