Domain Adaptation using Silver Standard Labels for Ki-67 Scoring in Digital Pathology: A Step Closer to Widescale Deployment

no code implementations • 8 Jul 2023 • Amanda Dy, Ngoc-Nhu Jennifer Nguyen, Seyed Hossein Mirjahanmardi, Melanie Dawe, Anthony Fyles, Wei Shi, Fei-Fei Liu, Dimitrios Androutsos, Susan Done, April Khademi

This is a critical challenge for clinical translation, as models are typically trained using data available to the vendor, which is not from the target domain.

Domain Adaptation

Large Receptive Field Networks for High-Scale Image Super-Resolution

no code implementations • 22 Apr 2018 • George Seif, Dimitrios Androutsos

In particular, we use two different methods to expand the network receptive field: 1-D separable kernels and atrous convolutions.

Image Super-Resolution SSIM +1