14 citations · 24 across the 7 of their papers we have counts for
3 papers · 1 filter
A Visual Analytics Framework for Contrastive Network Analysis
Takanori Fujiwara, Jian Zhao, Francine Chen +1
A common network analysis task is comparison of two networks to identify unique characteristics in one network with respect to the other. For example, when comparing protein intera…
Thoracic Disease Identification and Localization using Distance Learning and Region Verification
Cheng Zhang, Francine Chen, Yan-Ying Chen
The identification and localization of diseases in medical images using deep learning models have recently attracted significant interest. Existing methods only consider training t…
Network Comparison with Interpretable Contrastive Network Representation Learning
Takanori Fujiwara, Jian Zhao, Francine Chen +2
Identifying unique characteristics in a network through comparison with another network is an essential network analysis task. For example, with networks of protein interactions ob…