Developing Deep Learning Models for Pathology Analysis

Ahead of the 6th Digital Pathology & AI Congress: USA, Dr Saeed Hassanpour introduces us to the subject of his presentation: the opportunities and challenges in developing deep learning based tools for histology. In the last decade, there has been massive progress in the artificial intelligence (AI) field, particularly in the domain of deep learning. This progress presents new opportunities for various domains dealing with images, particularly medical imaging. At the Hassanpour lab, we are harnessing advances in AI to enable pathologists to analyze and understand their data. The applications are particularly applicable for histology images.