no code implementations • 31 Jul 2023 • M. M. Amaan Valiuddin, Christiaan G. A. Viviers, Ruud J. G. van Sloun, Peter H. N. de With, Fons van der Sommen
The results indicate that by encouraging a homogeneous latent space, one can significantly improve latent density modeling for medical image segmentation.
1 code implementation • 9 Aug 2022 • M. M. Amaan Valiuddin, Christiaan G. A. Viviers, Ruud J. G. van Sloun, Peter H. N. de With, Fons van der Sommen
In this work, we aim at using these biases with domain-level knowledge of melanoma, to improve likelihood-based OOD detection of malignant images.