2 papers
cs.CV2018
Cluster-Based Learning from Weakly Labeled Bags in Digital Pathology
Shazia Akbar, Anne L. Martel
To alleviate the burden of gathering detailed expert annotations when training deep neural networks, we propose a weakly supervised learning approach to recognize metastases in mic…
cs.CV2017
Transitioning between Convolutional and Fully Connected Layers in Neural Networks
Shazia Akbar, Mohammad Peikari, Sherine Salama +2
Digital pathology has advanced substantially over the last decade however tumor localization continues to be a challenging problem due to highly complex patterns and textures in th…