Yuqing Ai

Deep convolutional activation features for large scale Brain Tumor histopathology image classification and segmentation

We propose a simple, efficient and effective method using deep convolutional activation features (CNNs) to achieve stat- of-the-art classification and segmentation for the MICCAI 2014 Brain Tumor Digital Pathology Challenge. Common traits of such medical image challenges are characterized by large i…