Min Sun

Learning knowledge from longitudinal data of mammograms to improving breast cancer risk prediction

2021

Breast cancer risk prediction is becoming increasingly important especially after recent advances in deep learning models. In breast cancer screening, it is common that patients have multiple longitudinal mammogram examinations, where the longitudinal imaging data …

A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss

2018

We propose a unified model combining the strength of extractive and abstractive summarization. On the one hand, a simple extractive model can obtain sentence-level attention with high ROUGE scores but less readable. On the other …