Paul Machauer

LISP-Net: Context-Aware and Lightweight Interactive Medical Segmentation

Precise medical image segmentation is essential to modern clinical workflows and biomedical research. However, current automated models often lack the flexibility, generalizability, and clinician control required to adapt to out-of-distribution data or novel classes without computationally expensive retraining. Further...