Publications

CarePre: An Intelligent Clinical Decision Assistance System

ZhuochenJin, Shuyuan Cui, Shunan Guo, David Gotz, Jimeng Sun, and Nan Cao

ACM Transactions on Computing for Healthcare (To appear)

Visualizing Uncertainty and Alternatives in Event Sequence Predictions

Shunan Guo, Fan Du, Sana Malik, Eunyee Koh, Sungchul Kim, Zhicheng Liu, Donghyun Kim, Hongyuan Zha, Nan Cao

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI), 2019.

Visual Progression Analysis of Event Sequence Data

Shunan Guo, Zhuochen Jin, David Gotz, Fan Du, Hongyuan Zha, Nan Cao

IEEE Transactions on Visualization and Computer Graphics (TVCG), 2019

Anomaly detection in spatiotemporal data via regularized non-negative tensor analysis

Chaoguang Lin, Qiuhan Zhu, Shunan Guo, Zhuochen Jin, Yu-Ru Lin, Nan Cao

Data Mining and Knowledge Discovery (DMKD), July 2018.

ECGLens: Interactive Visual Exploration of Large Scale ECG Data for Arrhythmia Detection

Ke Xu, Shunan Guo, Nan Cao, David Gotz, Aiwen Xu, Huamin Qu, Zhenjie Yao, Yixin Chen

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems(CHI), 2018

EventThread: Visual Summarization and Stage Analysis of Event Sequence Data

Shunan Guo, Ke Xu, Rongwen Zhao, David Gotz, Hongyuan Zha, Nan Cao

IEEE Transactions on Visualization and Computer Graphics (TVCG), 2018

Understanding Care Plans of Community Acquired Pneumonia Based on Sankey Diagram

Shunan Guo, Chaoguang Lin, David Gotz, Bo Jin, Hongyuan Zha, Nan Cao

Workshop on Visual Analytics in Healthcare (VAHC), 2016