Talk by Dr. Minh Doan (Broad Institute of MIT and Harvard)

Talk by Talk by Dr. Minh Doan (Broad Institute of MIT and Harvard)
Title: Beyond the conventional information in images

Modern bioimaging is rapidly changing, including the expansion of dimensionality at both image acquisition and data analytics stages, and the arrival of deep learning that reshapes the feature space. Dr. Anne Carpenter's Imaging Platform at the Broad Institute of MIT and Harvard is leading an international effort to analyze high-throughput cytometric data in clinical studies. The team now focuses on developing machine learning methodology, especially deep learning, to automate the analytic processing of single cells. We will present recent efforts to leverage these techniques in a variety of applications.