Wentao Zhu

Deep Learning for Automated Medical Image Analysis

2019 · arXiv (Cornell University)

Medical imaging is an essential tool in many areas of medical applications, used for both diagnosis and treatment. However, reading medical images and making diagnosis or treatment recommendations require specially trained medical specialists. The current …

Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification

2016 · bioRxiv (Cold Spring Harbor Laboratory)

Abstract Mammogram classification is directly related to computer-aided diagnosis of breast cancer. Traditional methods requires great effort to annotate the training data by costly manual labeling and specialized computational models to detect these annotations during …