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Bioengineering (Basel)

Bridging Species with AI: A Cross-Species Deep Learning Model for Fracture Detection and Beyond.
Bioengineering (Basel, Switzerland)    February 13, 2026   Volume 13, Issue 2 213 doi: 10.3390/bioengineering13020213
Ahmed HT, Berner D, Zhang Q, Verheyen K, Llabres-Diaz F, Peter VG, Chang YM.Fractures are a leading cause of morbidity and mortality in Thoroughbred racehorses, posing a significant threat to their welfare and careers. This study introduces a deep learning model specifically designed to facilitate fracture detection in equine athletes. By leveraging extensive training on human fracture data and refining the model with equine imaging, it highlights the transformative potential of transfer learning across species and medical contexts. This approach is not limited to equine fractures but could be adapted for use in detecting injuries or conditions in other veterinary spe...
Joint Stress Analysis of the Navicular Bone of the Horse and Its Implications for Navicular Disease.
Bioengineering (Basel, Switzerland)    January 17, 2024   Volume 11, Issue 1 87 doi: 10.3390/bioengineering11010087
Fuss FK.The horse's navicular bone is located inside the hoof between the deep flexor tendon (DDFT) and the middle and end phalanges. The aim of this study was to calculate the stress distribution across the articular surface of the navicular bone and to investigate how morphological variations of the navicular bone affect the joint forces and stress distribution. Joint forces normalised to the DDFT force were calculated from force and moment equilibria from morphological parameters determined on mediolateral radiographs. The stress distribution on the articular surface was determined from the moment ...